diff --git a/README.md b/README.md
index 2c3b3b3..076e554 100644
--- a/README.md
+++ b/README.md
@@ -29,10 +29,10 @@ This curated list contains 130 open-source projects with a total of 68K stars gr
- [Co-Simulation Environment](#co-simulation-environment) _2 projects_
- [Optimization Modeling Language](#optimization-modeling-language) _8 projects_
- [Optimizer](#optimizer) _17 projects_
-- [Machine/Reinforcement Learning for Power Grid](#machinereinforcement-learning-for-power-grid) _3 projects_
+- [Machine/Reinforcement Learning for Power Grid](#machinereinforcement-learning-for-power-grid) _4 projects_
- [Visualization](#visualization) _3 projects_
- [Messaging Environment](#messaging-environment) _2 projects_
-- [Power System Data](#power-system-data) _17 projects_
+- [Power System Data](#power-system-data) _18 projects_
- [Power Electronics](#power-electronics) _1 projects_
- [Database Management](#database-management) _2 projects_
- [Textbook](#textbook) _8 projects_
@@ -72,18 +72,18 @@ This curated list contains 130 open-source projects with a total of 68K stars gr
-LTB ANDES (π₯24 Β· β 250 Β· π) - Transient Stability Simulator; CURENT LTB. βοΈGPL-3.0
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+LTB ANDES (π₯24 Β· β 250) - Transient Stability Simulator; CURENT LTB. βοΈGPL-3.0
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- [GitHub](https://github.com/CURENT/andes) (π¨βπ» 23 Β· π 110 Β· π¦ 24 Β· π 70 - 12% open Β· β±οΈ 05.01.2025):
```
git clone https://github.com/CURENT/andes
```
-- [PyPi](https://pypi.org/project/andes) (π₯ 3.3K / month Β· π¦ 4 Β· β±οΈ 05.01.2025):
+- [PyPi](https://pypi.org/project/andes) (π₯ 3.1K / month Β· π¦ 4 Β· β±οΈ 05.01.2025):
```
pip install andes
```
-- [Conda](https://anaconda.org/conda-forge/andes) (π₯ 570K Β· β±οΈ 05.01.2025):
+- [Conda](https://anaconda.org/conda-forge/andes) (π₯ 580K Β· β±οΈ 05.01.2025):
```
conda install -c conda-forge andes
```
@@ -94,7 +94,7 @@ This curated list contains 130 open-source projects with a total of 68K stars gr
DynaΟo (π₯22 Β· β 79) - C++/Modelica simulation tools for power systems. MPL-2.0
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-- [GitHub](https://github.com/dynawo/dynawo) (π¨βπ» 56 Β· π 24 Β· π₯ 17K Β· π 1.5K - 8% open Β· β±οΈ 30.01.2025):
+- [GitHub](https://github.com/dynawo/dynawo) (π¨βπ» 56 Β· π 24 Β· π₯ 17K Β· π 1.5K - 8% open Β· β±οΈ 06.02.2025):
```
git clone https://github.com/dynawo/dynawo
@@ -102,7 +102,7 @@ This curated list contains 130 open-source projects with a total of 68K stars gr
GridLAB-D (π₯20 Β· β 170) - Distribution power system simulator. βοΈCustom
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-- [GitHub](https://github.com/gridlab-d/gridlab-d) (π¨βπ» 75 Β· π 100 Β· π₯ 5.4K Β· π 1.3K - 24% open Β· β±οΈ 22.02.2024):
+- [GitHub](https://github.com/gridlab-d/gridlab-d) (π¨βπ» 75 Β· π 100 Β· π₯ 5.5K Β· π 1.3K - 24% open Β· β±οΈ 22.02.2024):
```
git clone https://github.com/gridlab-d/gridlab-d
@@ -124,26 +124,26 @@ This curated list contains 130 open-source projects with a total of 68K stars gr
git clone https://github.com/NREL-Sienna/PowerSimulationsDynamics.jl
```
-OpenDER (π₯15 Β· β 57) - Inverter-based DER simulation. BSD-3
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+OpenDER (π₯15 Β· β 58) - Inverter-based DER simulation. BSD-3
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- [GitHub](https://github.com/epri-dev/OpenDER) (π¨βπ» 2 Β· π 22 Β· π¦ 3 Β· β±οΈ 16.01.2025):
```
git clone https://github.com/epri-dev/OpenDER
```
-- [PyPi](https://pypi.org/project/opender) (π₯ 1.4K / month Β· β±οΈ 14.01.2025):
+- [PyPi](https://pypi.org/project/opender) (π₯ 1.5K / month Β· β±οΈ 14.01.2025):
```
pip install opender
```
STEPS (π₯15 Β· β 49) - Balanced large-scale AC-DC hybrid power system analysis. MIT
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-- [GitHub](https://github.com/changgang/steps) (π¨βπ» 4 Β· π 19 Β· π₯ 45 Β· π¦ 7 Β· π 3 - 33% open Β· β±οΈ 24.03.2024):
+- [GitHub](https://github.com/changgang/steps) (π¨βπ» 4 Β· π 19 Β· π₯ 46 Β· π¦ 7 Β· π 3 - 33% open Β· β±οΈ 24.03.2024):
```
git clone https://github.com/changgang/steps
```
-- [PyPi](https://pypi.org/project/stepspy) (π₯ 1.7K / month Β· β±οΈ 22.09.2024):
+- [PyPi](https://pypi.org/project/stepspy) (π₯ 1.6K / month Β· β±οΈ 22.09.2024):
```
pip install stepspy
```
@@ -164,7 +164,7 @@ This curated list contains 130 open-source projects with a total of 68K stars gr
git clone https://github.com/GridOPTICS/GridPACK
```
-PowerSAS.m (π₯7 Β· β 18) - Power grid analysis framework based on semi-analytical solutions. BSD-3
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+PowerSAS.m (π₯7 Β· β 18 Β· π€) - Power grid analysis framework based on semi-analytical.. BSD-3
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- [GitHub](https://github.com/ANL-CEEESA/powersas.m) (π¨βπ» 4 Β· π 5 Β· β±οΈ 05.01.2024):
@@ -192,14 +192,14 @@ This curated list contains 130 open-source projects with a total of 68K stars gr
-DPsim (π₯22 Β· β 74) - Simulation for both EMT and phasor. MPL-2.0
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+DPsim (π₯22 Β· β 76) - Simulation for both EMT and phasor. MPL-2.0
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-- [GitHub](https://github.com/sogno-platform/dpsim) (π¨βπ» 34 Β· π 52 Β· π¦ 10 Β· π 150 - 56% open Β· β±οΈ 24.01.2025):
+- [GitHub](https://github.com/sogno-platform/dpsim) (π¨βπ» 34 Β· π 53 Β· π¦ 10 Β· π 150 - 56% open Β· β±οΈ 24.01.2025):
```
git clone https://github.com/sogno-platform/dpsim
```
-- [PyPi](https://pypi.org/project/dpsim) (π₯ 390 / month Β· β±οΈ 10.12.2022):
+- [PyPi](https://pypi.org/project/dpsim) (π₯ 360 / month Β· β±οΈ 10.12.2022):
```
pip install dpsim
```
@@ -218,81 +218,81 @@ This curated list contains 130 open-source projects with a total of 68K stars gr
-pandapower (π₯33 Β· β 920) - Convenient Power System Modelling and Analysis. BSD-3
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+PyPSA (π₯32 Β· β 1.4K Β· π) - Python for Power System Analysis. MIT
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-- [GitHub](https://github.com/e2nIEE/pandapower) (π¨βπ» 140 Β· π 480 Β· π¦ 410 Β· π 1.1K - 21% open Β· β±οΈ 15.01.2025):
+- [GitHub](https://github.com/PyPSA/PyPSA) (π¨βπ» 92 Β· π 480 Β· π¦ 240 Β· π 400 - 26% open Β· β±οΈ 06.02.2025):
```
- git clone https://github.com/e2nIEE/pandapower
- ```
-- [PyPi](https://pypi.org/project/pandapower) (π₯ 28K / month Β· π¦ 58 Β· β±οΈ 20.12.2024):
- ```
- pip install pandapower
+ git clone https://github.com/PyPSA/PyPSA
```
-- [Conda](https://anaconda.org/conda-forge/pandapower) (π₯ 22K Β· β±οΈ 29.12.2024):
+- [PyPi](https://pypi.org/project/pypsa) (π₯ 9K / month Β· π¦ 27 Β· β±οΈ 06.02.2025):
```
- conda install -c conda-forge pandapower
+ pip install pypsa
```
-- [Docker Hub](https://hub.docker.com/r/pauldepraz/pandapowerapi) (π₯ 100 Β· β±οΈ 09.02.2021):
+- [Conda](https://anaconda.org/conda-forge/pypsa) (π₯ 110K Β· β±οΈ 24.01.2025):
```
- docker pull pauldepraz/pandapowerapi
+ conda install -c conda-forge pypsa
```
-PyPSA (π₯31 Β· β 1.3K) - Python for Power System Analysis. MIT
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+pandapower (π₯32 Β· β 920 Β· π) - Convenient Power System Modelling and Analysis. BSD-3
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-- [GitHub](https://github.com/PyPSA/PyPSA) (π¨βπ» 91 Β· π 480 Β· π¦ 240 Β· π 400 - 26% open Β· β±οΈ 29.01.2025):
+- [GitHub](https://github.com/e2nIEE/pandapower) (π¨βπ» 140 Β· π 480 Β· π¦ 420 Β· π 1.1K - 21% open Β· β±οΈ 05.02.2025):
```
- git clone https://github.com/PyPSA/PyPSA
+ git clone https://github.com/e2nIEE/pandapower
```
-- [PyPi](https://pypi.org/project/pypsa) (π₯ 8.2K / month Β· π¦ 27 Β· β±οΈ 23.01.2025):
+- [PyPi](https://pypi.org/project/pandapower) (π₯ 30K / month Β· π¦ 58 Β· β±οΈ 20.12.2024):
```
- pip install pypsa
+ pip install pandapower
```
-- [Conda](https://anaconda.org/conda-forge/pypsa) (π₯ 110K Β· β±οΈ 24.01.2025):
+- [Conda](https://anaconda.org/conda-forge/pandapower) (π₯ 23K Β· β±οΈ 29.12.2024):
```
- conda install -c conda-forge pypsa
+ conda install -c conda-forge pandapower
+ ```
+- [Docker Hub](https://hub.docker.com/r/pauldepraz/pandapowerapi) (π₯ 100 Β· β±οΈ 09.02.2021):
+ ```
+ docker pull pauldepraz/pandapowerapi
```
Power Grid Model (π₯28 Β· β 160) - Steady-state distribution power system analysis. MPL-2.0
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-- [GitHub](https://github.com/PowerGridModel/power-grid-model) (π¨βπ» 25 Β· π 33 Β· π₯ 410 Β· π¦ 25 Β· π 210 - 32% open Β· β±οΈ 28.01.2025):
+- [GitHub](https://github.com/PowerGridModel/power-grid-model) (π¨βπ» 25 Β· π 33 Β· π₯ 410 Β· π¦ 26 Β· π 210 - 32% open Β· β±οΈ 28.01.2025):
```
git clone https://github.com/PowerGridModel/power-grid-model
```
-- [PyPi](https://pypi.org/project/power-grid-model) (π₯ 170K / month Β· π¦ 6 Β· β±οΈ 28.01.2025):
+- [PyPi](https://pypi.org/project/power-grid-model) (π₯ 150K / month Β· π¦ 6 Β· β±οΈ 28.01.2025):
```
pip install power-grid-model
```
-- [Conda](https://anaconda.org/conda-forge/power-grid-model) (π₯ 2.2M Β· β±οΈ 28.01.2025):
+- [Conda](https://anaconda.org/conda-forge/power-grid-model) (π₯ 3M Β· β±οΈ 28.01.2025):
```
conda install -c conda-forge power-grid-model
```
-GridCal (π₯27 Β· β 440 Β· π) - Cross-platform power systems software. βοΈLGPL-3.0
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+GridCal (π₯27 Β· β 440) - Cross-platform power systems software. βοΈLGPL-3.0
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-- [GitHub](https://github.com/SanPen/GridCal) (π¨βπ» 50 Β· π 96 Β· π₯ 49 Β· π¦ 10 Β· π 190 - 5% open Β· β±οΈ 22.01.2025):
+- [GitHub](https://github.com/SanPen/GridCal) (π¨βπ» 50 Β· π 97 Β· π₯ 49 Β· π¦ 10 Β· π 190 - 2% open Β· β±οΈ 22.01.2025):
```
git clone https://github.com/SanPen/GridCal
```
-- [PyPi](https://pypi.org/project/GridCal) (π₯ 7K / month Β· β±οΈ 22.01.2025):
+- [PyPi](https://pypi.org/project/GridCal) (π₯ 6.2K / month Β· β±οΈ 05.02.2025):
```
pip install GridCal
```
PowSyBl Core (π₯24 Β· β 130) - Framework to build power system software. MPL-2.0
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-- [GitHub](https://github.com/powsybl/powsybl-core) (π¨βπ» 110 Β· π 43 Β· π¦ 88 Β· π 610 - 44% open Β· β±οΈ 30.01.2025):
+- [GitHub](https://github.com/powsybl/powsybl-core) (π¨βπ» 110 Β· π 43 Β· π¦ 88 Β· π 620 - 43% open Β· β±οΈ 04.02.2025):
```
git clone https://github.com/powsybl/powsybl-core
```
-PyPowSyBl (π₯24 Β· β 62 Β· π) - A PowSyBl and Python integration. MPL-2.0
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+PyPowSyBl (π₯23 Β· β 62) - A PowSyBl and Python integration. MPL-2.0
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
-- [GitHub](https://github.com/powsybl/pypowsybl) (π¨βπ» 31 Β· π 12 Β· π₯ 260 Β· π 220 - 30% open Β· β±οΈ 29.01.2025):
+- [GitHub](https://github.com/powsybl/pypowsybl) (π¨βπ» 31 Β· π 12 Β· π₯ 260 Β· π 220 - 30% open Β· β±οΈ 06.02.2025):
```
git clone https://github.com/powsybl/pypowsybl
@@ -302,45 +302,45 @@ This curated list contains 130 open-source projects with a total of 68K stars gr
pip install pypowsybl
```
-PowerSimulations.jl (π₯22 Β· β 290) - Power Systems optimization simulation and modeling;.. BSD-3
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+LightSim2Grid (π₯23 Β· β 53) - A fast backend for the Grid2Op. MPL-2.0
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-- [GitHub](https://github.com/NREL-Sienna/PowerSimulations.jl) (π¨βπ» 38 Β· π 57 Β· π 370 - 14% open Β· β±οΈ 27.01.2025):
+- [GitHub](https://github.com/Grid2op/lightsim2grid) (π¨βπ» 6 Β· π 11 Β· π₯ 280 Β· π¦ 52 Β· π 54 - 33% open Β· β±οΈ 06.02.2025):
```
- git clone https://github.com/NREL-Sienna/PowerSimulations.jl
+ git clone https://github.com/BDonnot/lightsim2grid
```
-
-GridPath (π₯22 Β· β 100 Β· π) - Power system planning and operations. Apache-2
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-
-- [GitHub](https://github.com/blue-marble/gridpath) (π¨βπ» 11 Β· π 36 Β· π₯ 1.2K Β· π¦ 4 Β· π 340 - 22% open Β· β±οΈ 30.01.2025):
-
+- [PyPi](https://pypi.org/project/LightSim2Grid) (π₯ 25K / month Β· π¦ 22 Β· β±οΈ 05.02.2025):
```
- git clone https://github.com/blue-marble/gridpath
+ pip install LightSim2Grid
```
-- [PyPi](https://pypi.org/project/GridPath) (π₯ 430 / month Β· β±οΈ 21.01.2025):
+- [Docker Hub](https://hub.docker.com/r/bdonnot/lightsim2grid) (π₯ 320 Β· β±οΈ 01.02.2022):
```
- pip install GridPath
+ docker pull bdonnot/lightsim2grid
```
-LightSim2Grid (π₯22 Β· β 52) - A fast backend for the Grid2Op. MPL-2.0
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+PowerSimulations.jl (π₯22 Β· β 290) - Power Systems optimization simulation and modeling;.. BSD-3
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-- [GitHub](https://github.com/Grid2op/lightsim2grid) (π¨βπ» 5 Β· π 11 Β· π₯ 280 Β· π¦ 52 Β· π 54 - 35% open Β· β±οΈ 28.01.2025):
+- [GitHub](https://github.com/NREL-Sienna/PowerSimulations.jl) (π¨βπ» 38 Β· π 59 Β· π 360 - 13% open Β· β±οΈ 05.02.2025):
```
- git clone https://github.com/BDonnot/lightsim2grid
+ git clone https://github.com/NREL-Sienna/PowerSimulations.jl
```
-- [PyPi](https://pypi.org/project/LightSim2Grid) (π₯ 28K / month Β· π¦ 21 Β· β±οΈ 17.12.2024):
+
+GridPath (π₯22 Β· β 100) - Power system planning and operations. Apache-2
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
+
+- [GitHub](https://github.com/blue-marble/gridpath) (π¨βπ» 11 Β· π 36 Β· π₯ 1.3K Β· π¦ 4 Β· π 340 - 22% open Β· β±οΈ 05.02.2025):
+
```
- pip install LightSim2Grid
+ git clone https://github.com/blue-marble/gridpath
```
-- [Docker Hub](https://hub.docker.com/r/bdonnot/lightsim2grid) (π₯ 320 Β· β±οΈ 01.02.2022):
+- [PyPi](https://pypi.org/project/GridPath) (π₯ 430 / month Β· β±οΈ 21.01.2025):
```
- docker pull bdonnot/lightsim2grid
+ pip install GridPath
```
-PyPSA-Eur (π₯21 Β· β 390 Β· π) - Sector-Coupled Optimisation Model of the European Energy.. MIT
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+PyPSA-Eur (π₯21 Β· β 390) - Sector-Coupled Optimisation Model of the European Energy.. MIT
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-- [GitHub](https://github.com/PyPSA/pypsa-eur) (π¨βπ» 81 Β· π 250 Β· π 520 - 29% open Β· β±οΈ 28.01.2025):
+- [GitHub](https://github.com/PyPSA/pypsa-eur) (π¨βπ» 82 Β· π 250 Β· π 520 - 28% open Β· β±οΈ 06.02.2025):
```
git clone https://github.com/PyPSA/pypsa-eur
@@ -352,12 +352,12 @@ This curated list contains 130 open-source projects with a total of 68K stars gr
PYPOWER (π₯21 Β· β 350) - Port of MATPOWER to Python. βοΈBSD
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-- [GitHub](https://github.com/rwl/PYPOWER) (π¨βπ» 20 Β· π 110 Β· π¦ 120 Β· π 45 - 73% open Β· β±οΈ 02.09.2024):
+- [GitHub](https://github.com/rwl/PYPOWER) (π¨βπ» 20 Β· π 110 Β· π¦ 130 Β· π 45 - 73% open Β· β±οΈ 02.09.2024):
```
git clone https://github.com/rwl/PYPOWER
```
-- [PyPi](https://pypi.org/project/PYPOWER) (π₯ 17K / month Β· π¦ 14 Β· β±οΈ 02.09.2024):
+- [PyPi](https://pypi.org/project/PYPOWER) (π₯ 18K / month Β· π¦ 14 Β· β±οΈ 02.09.2024):
```
pip install PYPOWER
```
@@ -382,136 +382,136 @@ This curated list contains 130 open-source projects with a total of 68K stars gr
docker pull matpower/matpower
```
-GenX (π₯19 Β· β 290) - Configurable capacity expansion model. βοΈGPL-2.0
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-
-- [GitHub](https://github.com/GenXProject/GenX.jl) (π¨βπ» 35 Β· π 120 Β· π 290 - 15% open Β· β±οΈ 30.01.2025):
-
- ```
- git clone https://github.com/GenXProject/GenX
- ```
-
-PyPSA-USA (π₯19 Β· β 72) - Power System Model for the United States. MIT
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+PowerModels.jl (π₯19 Β· β 400) - Power Network Optimization. βοΈBSD
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-- [GitHub](https://github.com/PyPSA/pypsa-usa) (π¨βπ» 12 Β· π 27 Β· π 290 - 29% open Β· β±οΈ 28.01.2025):
+- [GitHub](https://github.com/lanl-ansi/PowerModels.jl) (π¨βπ» 30 Β· π 150 Β· π 490 - 18% open Β· β±οΈ 03.11.2024):
```
- git clone https://github.com/PyPSA/pypsa-usa
+ git clone https://github.com/lanl-ansi/PowerModels.jl
```
-PowerModels.jl (π₯18 Β· β 410) - Power Network Optimization. βοΈBSD
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+GenX (π₯19 Β· β 290) - Configurable capacity expansion model. βοΈGPL-2.0
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-- [GitHub](https://github.com/lanl-ansi/PowerModels.jl) (π¨βπ» 30 Β· π 150 Β· π 490 - 18% open Β· β±οΈ 03.11.2024):
+- [GitHub](https://github.com/GenXProject/GenX.jl) (π¨βπ» 35 Β· π 120 Β· π 290 - 16% open Β· β±οΈ 05.02.2025):
```
- git clone https://github.com/lanl-ansi/PowerModels.jl
+ git clone https://github.com/GenXProject/GenX
```
-REopt (π₯18 Β· β 94) - Renewable Energy Integration & Optimization. BSD-3
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+PyPSA-USA (π₯19 Β· β 72) - Power System Model for the United States. MIT

-- [GitHub](https://github.com/NREL/REopt_API) (π¨βπ» 22 Β· π 44 Β· π₯ 570 Β· π 84 - 52% open Β· β±οΈ 23.01.2025):
+- [GitHub](https://github.com/PyPSA/pypsa-usa) (π¨βπ» 12 Β· π 27 Β· π 290 - 29% open Β· β±οΈ 28.01.2025):
```
- git clone https://github.com/NREL/REopt_API
+ git clone https://github.com/PyPSA/pypsa-usa
```
-PowerGenome (π₯17 Β· β 200) - Create inputs for power systems models. MIT
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+PowerGenome (π₯18 Β· β 200) - Create inputs for power systems models. MIT
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- [GitHub](https://github.com/PowerGenome/PowerGenome) (π¨βπ» 17 Β· π 65 Β· π 150 - 47% open Β· β±οΈ 17.10.2024):
```
git clone https://github.com/PowerGenome/PowerGenome
```
-- [PyPi](https://pypi.org/project/PowerGenome) (π₯ 260 / month Β· β±οΈ 14.05.2024):
+- [PyPi](https://pypi.org/project/PowerGenome) (π₯ 240 / month Β· β±οΈ 14.05.2024):
```
pip install PowerGenome
```
-- [Conda](https://anaconda.org/conda-forge/powergenome) (π₯ 740 Β· β±οΈ 02.01.2024):
+- [Conda](https://anaconda.org/conda-forge/powergenome) (π₯ 780 Β· β±οΈ 02.01.2024):
```
conda install -c conda-forge powergenome
```
-LTB AMS (π₯17 Β· β 9) - Scheduling Modeling and Simulation; CURENT LTB. βοΈGPL-3.0
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+REopt (π₯18 Β· β 94) - Renewable Energy Integration & Optimization. BSD-3



-- [GitHub](https://github.com/CURENT/ams) (π¨βπ» 4 Β· π 6 Β· π¦ 3 Β· π 3 - 33% open Β· β±οΈ 27.01.2025):
+- [GitHub](https://github.com/NREL/REopt_API) (π¨βπ» 22 Β· π 44 Β· π₯ 570 Β· π 84 - 52% open Β· β±οΈ 23.01.2025):
+
+ ```
+ git clone https://github.com/NREL/REopt_API
+ ```
+
+LTB AMS (π₯16 Β· β 9) - Scheduling Modeling and Simulation; CURENT LTB. βοΈGPL-3.0
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+
+- [GitHub](https://github.com/CURENT/ams) (π¨βπ» 4 Β· π 6 Β· π₯ 4 Β· π¦ 3 Β· π 3 - 33% open Β· β±οΈ 02.02.2025):
```
git clone https://github.com/CURENT/ams
```
-- [PyPi](https://pypi.org/project/ltbams) (π₯ 670 / month Β· β±οΈ 27.01.2025):
+- [PyPi](https://pypi.org/project/ltbams) (π₯ 1K / month Β· β±οΈ 02.02.2025):
```
pip install ltbams
```
-- [Conda](https://anaconda.org/conda-forge/ltbams) (π₯ 8.5K Β· β±οΈ 06.12.2024):
+- [Conda](https://anaconda.org/conda-forge/ltbams) (π₯ 9.3K Β· β±οΈ 02.02.2025):
```
conda install -c conda-forge ltbams
```
-PowerNetworkMatrices.jl (π₯15 Β· β 22) - Power systems matrices; NREL Sienna. BSD-3
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+EGRET (π₯15 Β· β 140) - Tools for Power Systems Optimization Modeling. βοΈBSD
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-- [GitHub](https://github.com/NREL-Sienna/PowerNetworkMatrices.jl) (π¨βπ» 6 Β· π 9 Β· π 45 - 42% open Β· β±οΈ 20.01.2025):
+- [GitHub](https://github.com/grid-parity-exchange/Egret) (π¨βπ» 38 Β· π 49 Β· π¦ 9 Β· π 83 - 54% open Β· β±οΈ 04.02.2025):
```
- git clone https://github.com/NREL-Sienna/PowerNetworkMatrices.jl
+ git clone https://github.com/grid-parity-exchange/Egret
```
-EGRET (π₯14 Β· β 140 Β· π€) - Tools for Power Systems Optimization Modeling. βοΈBSD
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+ReEDS-2.0 (π₯15 Β· β 130) - Capacity planning and dispatch model. βοΈGPL-3.0
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-- [GitHub](https://github.com/grid-parity-exchange/Egret) (π¨βπ» 38 Β· π 49 Β· π¦ 9 Β· π 83 - 54% open Β· β±οΈ 14.11.2023):
+- [GitHub](https://github.com/NREL/ReEDS-2.0) (π¨βπ» 14 Β· π 22 Β· π 24 - 12% open Β· β±οΈ 23.01.2025):
```
- git clone https://github.com/grid-parity-exchange/Egret
+ git clone https://github.com/NREL/ReEDS-2.0
```
-ReEDS-2.0 (π₯14 Β· β 130) - Capacity planning and dispatch model. βοΈGPL-3.0
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+PowerNetworkMatrices.jl (π₯15 Β· β 22) - Power systems matrices; NREL Sienna. BSD-3
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-- [GitHub](https://github.com/NREL/ReEDS-2.0) (π¨βπ» 14 Β· π 22 Β· π 23 - 26% open Β· β±οΈ 23.01.2025):
+- [GitHub](https://github.com/NREL-Sienna/PowerNetworkMatrices.jl) (π¨βπ» 8 Β· π 9 Β· π 45 - 42% open Β· β±οΈ 05.02.2025):
```
- git clone https://github.com/NREL/ReEDS-2.0
+ git clone https://github.com/NREL-Sienna/PowerNetworkMatrices.jl
```
Open RAO (π₯14 Β· β 18) - Power systems coordinated capacity calculation and security.. MPL-2.0
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-- [GitHub](https://github.com/powsybl/powsybl-open-rao) (π¨βπ» 35 Β· π 8 Β· π₯ 51 Β· π 130 - 27% open Β· β±οΈ 23.01.2025):
+- [GitHub](https://github.com/powsybl/powsybl-open-rao) (π¨βπ» 35 Β· π 8 Β· π₯ 51 Β· π 130 - 28% open Β· β±οΈ 06.02.2025):
```
git clone https://github.com/powsybl/powsybl-open-rao
```
-ExaGO (π₯13 Β· β 74) - Large-scale power grid optimization. BSD-3
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+ExaGO (π₯13 Β· β 76) - Large-scale power grid optimization. BSD-3
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-- [GitHub](https://github.com/pnnl/ExaGO) (π¨βπ» 30 Β· π 10 Β· π 85 - 56% open Β· β±οΈ 15.12.2024):
+- [GitHub](https://github.com/pnnl/ExaGO) (π¨βπ» 30 Β· π 10 Β· π 85 - 55% open Β· β±οΈ 15.12.2024):
```
git clone https://github.com/pnnl/ExaGO
```
-matpower-pip (π₯13 Β· β 22) - Easy Python Access to MATPOWER. MIT
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+matpower-pip (π₯12 Β· β 22) - Easy Python Access to MATPOWER. MIT
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
- [GitHub](https://github.com/yasirroni/matpower-pip) (π¨βπ» 1 Β· π¦ 8 Β· π 16 - 12% open Β· β±οΈ 21.11.2024):
```
git clone https://github.com/yasirroni/matpower-pip
```
-- [PyPi](https://pypi.org/project/matpower) (π₯ 720 / month Β· π¦ 2 Β· β±οΈ 05.10.2024):
+- [PyPi](https://pypi.org/project/matpower) (π₯ 730 / month Β· π¦ 2 Β· β±οΈ 05.10.2024):
```
pip install matpower
```
-MOST (π₯11 Β· β 32) - MATPOWER Optimal Scheduling Tool. BSD-3
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+PowerFlows.jl (π₯12 Β· β 20 Β· π) - Collection of Power Flow solution; NREL Sienna. BSD-3
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-- [GitHub](https://github.com/MATPOWER/most) (π 11 Β· π 40 - 20% open Β· β±οΈ 07.10.2024):
+- [GitHub](https://github.com/NREL-Sienna/PowerFlows.jl) (π¨βπ» 7 Β· π 10 Β· π 53 - 56% open Β· β±οΈ 05.02.2025):
```
- git clone https://github.com/MATPOWER/most
+ git clone https://github.com/NREL-Sienna/PowerFlows.jl
```
-PowerFlows.jl (π₯10 Β· β 20) - Collection of Power Flow solution; NREL Sienna. BSD-3
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+MOST (π₯11 Β· β 32) - MATPOWER Optimal Scheduling Tool. BSD-3
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-- [GitHub](https://github.com/NREL-Sienna/PowerFlows.jl) (π¨βπ» 7 Β· π 9 Β· π 50 - 66% open Β· β±οΈ 14.01.2025):
+- [GitHub](https://github.com/MATPOWER/most) (π 11 Β· π 40 - 20% open Β· β±οΈ 07.10.2024):
```
- git clone https://github.com/NREL-Sienna/PowerFlows.jl
+ git clone https://github.com/MATPOWER/most
```
EV-EcoSim (π₯9 Β· β 23) - A grid-aware co-simulation platform for the design and.. MIT
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@@ -532,7 +532,7 @@ This curated list contains 130 open-source projects with a total of 68K stars gr
DOPER (π₯7 Β· β 18) - Distributed Optimal and Predictive Energy Resources. BSD-3
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-- [GitHub](https://github.com/LBNL-ETA/DOPER) (π¨βπ» 3 Β· π 11 Β· β±οΈ 10.09.2024):
+- [GitHub](https://github.com/LBNL-ETA/DOPER) (π¨βπ» 3 Β· π 11 Β· β±οΈ 30.01.2025):
```
git clone https://github.com/LBNL-ETA/DOPER
@@ -540,7 +540,7 @@ This curated list contains 130 open-source projects with a total of 68K stars gr
PowerSystemsInvestmentsPortfolios.jl (π₯7 Β· β 11) - Data models for Power Systems investment models; NREL.. BSD-3
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-- [GitHub](https://github.com/NREL-Sienna/PowerSystemsInvestmentsPortfolios.jl) (π¨βπ» 5 Β· π 3 Β· β±οΈ 27.01.2025):
+- [GitHub](https://github.com/NREL-Sienna/PowerSystemsInvestmentsPortfolios.jl) (π¨βπ» 5 Β· π 3 Β· π 26 - 61% open Β· β±οΈ 27.01.2025):
```
git clone https://github.com/NREL-Sienna/PowerSystemsInvestmentsPortfolios.jl
@@ -587,24 +587,36 @@ This curated list contains 130 open-source projects with a total of 68K stars gr
```
git clone https://github.com/dss-extensions/OpenDSSDirect.py
```
-- [PyPi](https://pypi.org/project/OpenDSSDirect.py) (π₯ 3.8K / month Β· π¦ 16 Β· β±οΈ 11.03.2021):
+- [PyPi](https://pypi.org/project/OpenDSSDirect.py) (π₯ 4.1K / month Β· π¦ 16 Β· β±οΈ 11.03.2021):
```
pip install OpenDSSDirect.py
```
-CIMpy (π₯16 Β· β 55) - CIM files to the XML/RDF format. MPL-2.0
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+py-dss-interface (π₯18 Β· β 27 Β· π) - A package for access to direct dll version of OpenDSS. MIT
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+
+- [GitHub](https://github.com/PauloRadatz/py_dss_interface) (π¨βπ» 6 Β· π 9 Β· π¦ 33 Β· π 55 - 61% open Β· β±οΈ 31.01.2025):
+
+ ```
+ git clone https://github.com/PauloRadatz/py_dss_interface
+ ```
+- [PyPi](https://pypi.org/project/py-dss-interface) (π₯ 1K / month Β· π¦ 4 Β· β±οΈ 21.03.2024):
+ ```
+ pip install py-dss-interface
+ ```
+
+CIMpy (π₯16 Β· β 55) - CIM files to the XML/RDF format. MPL-2.0
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- [GitHub](https://github.com/sogno-platform/cimpy) (π¨βπ» 11 Β· π 23 Β· π¦ 8 Β· π 24 - 50% open Β· β±οΈ 04.01.2025):
```
git clone https://github.com/sogno-platform/cimpy
```
-- [PyPi](https://pypi.org/project/cimpy) (π₯ 500 / month Β· π¦ 1 Β· β±οΈ 20.06.2024):
+- [PyPi](https://pypi.org/project/cimpy) (π₯ 510 / month Β· π¦ 1 Β· β±οΈ 20.06.2024):
```
pip install cimpy
```
-Easy SimAuto (π₯16 Β· β 44) - Python interface to PowerWorld. Apache-2
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+Easy SimAuto (π₯16 Β· β 45) - Python interface to PowerWorld. Apache-2
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- [GitHub](https://github.com/mzy2240/ESA) (π¨βπ» 12 Β· π 13 Β· π¦ 6 Β· π 100 - 15% open Β· β±οΈ 16.01.2025):
@@ -616,58 +628,46 @@ This curated list contains 130 open-source projects with a total of 68K stars gr
pip install esa
```
-py-dss-interface (π₯16 Β· β 27) - A package for access to direct dll version of OpenDSS. MIT
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+PyDSS (π₯13 Β· β 35) - A Python wrapper for OpenDSS. BSD-3
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
-- [GitHub](https://github.com/PauloRadatz/py_dss_interface) (π¨βπ» 6 Β· π 9 Β· π¦ 33 Β· π 55 - 61% open Β· β±οΈ 25.01.2025):
+- [GitHub](https://github.com/NREL/PyDSS) (π¨βπ» 27 Β· π 19 Β· π¦ 2 Β· π 33 - 51% open Β· β±οΈ 30.09.2024):
```
- git clone https://github.com/PauloRadatz/py_dss_interface
+ git clone https://github.com/NREL/PyDSS
```
-- [PyPi](https://pypi.org/project/py-dss-interface) (π₯ 970 / month Β· π¦ 4 Β· β±οΈ 21.03.2024):
+- [PyPi](https://pypi.org/project/pydss) (π₯ 41 / month Β· β±οΈ 17.08.2011):
```
- pip install py-dss-interface
+ pip install pydss
```
-CIMTool (π₯14 Β· β 50) - CIMugs CIMTool for the CIM. βοΈLGPL-2.1
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+CIMTool (π₯12 Β· β 50 Β· π) - CIMugs CIMTool for the CIM. βοΈLGPL-2.1


-- [GitHub](https://github.com/cimug-org/CIMTool) (π¨βπ» 15 Β· π 5 Β· π₯ 2K Β· π 73 - 31% open Β· β±οΈ 14.11.2024):
+- [GitHub](https://github.com/cimug-org/CIMTool) (π¨βπ» 15 Β· π 4 Β· π₯ 2K Β· π 73 - 31% open Β· β±οΈ 14.11.2024):
```
git clone https://github.com/CIMug-org/CIMTool
```
-PyDSS (π₯13 Β· β 35) - A Python wrapper for OpenDSS. BSD-3

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-
-- [GitHub](https://github.com/NREL/PyDSS) (π¨βπ» 27 Β· π 19 Β· π¦ 2 Β· π 33 - 51% open Β· β±οΈ 30.09.2024):
-
- ```
- git clone https://github.com/NREL/PyDSS
- ```
-- [PyPi](https://pypi.org/project/pydss) (π₯ 37 / month Β· β±οΈ 17.08.2011):
- ```
- pip install pydss
- ```
-
-grg-pssedata (π₯13 Β· β 31 Β· π€) - Python tools for working with PSSE v33 data files. BSD-3
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+grg-pssedata (π₯12 Β· β 31 Β· π€) - Python tools for working with PSSE v33 data files. BSD-3
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- [GitHub](https://github.com/lanl-ansi/grg-pssedata) (π¨βπ» 3 Β· π 11 Β· π¦ 6 Β· π 13 - 23% open Β· β±οΈ 14.12.2020):
```
git clone https://github.com/lanl-ansi/grg-pssedata
```
-- [PyPi](https://pypi.org/project/grg-pssedata) (π₯ 160 / month Β· π¦ 1 Β· β±οΈ 15.12.2020):
+- [PyPi](https://pypi.org/project/grg-pssedata) (π₯ 140 / month Β· π¦ 1 Β· β±οΈ 15.12.2020):
```
pip install grg-pssedata
```
-DSSData (π₯12 Β· β 15 Β· π€) - A micro-framework for simulation and data analysis of.. MIT
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+DSSData (π₯12 Β· β 15 Β· π€) - A micro-framework for simulation and data analysis of.. MIT
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- [GitHub](https://github.com/felipemarkson/dssdata) (π¨βπ» 2 Β· π 3 Β· π₯ 56 Β· π¦ 2 Β· π 36 - 13% open Β· β±οΈ 10.04.2023):
```
git clone https://github.com/felipemarkson/dssdata
```
-- [PyPi](https://pypi.org/project/dssdata) (π₯ 420 / month Β· β±οΈ 24.01.2023):
+- [PyPi](https://pypi.org/project/dssdata) (π₯ 380 / month Β· β±οΈ 24.01.2023):
```
pip install dssdata
```
@@ -679,12 +679,12 @@ This curated list contains 130 open-source projects with a total of 68K stars gr
```
git clone https://github.com/RWTH-IAEW/cimpyorm
```
-- [PyPi](https://pypi.org/project/cimpyorm) (π₯ 7.6K / month Β· β±οΈ 19.10.2023):
+- [PyPi](https://pypi.org/project/cimpyorm) (π₯ 8K / month Β· β±οΈ 19.10.2023):
```
pip install cimpyorm
```
-CIMTool-Builders-Library (π₯8 Β· β 7) - Publically available XSLT builders. Apache-2
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+CIMTool-Builders-Library (π₯7 Β· β 7) - Publically available XSLT builders. Apache-2
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- [GitHub](https://github.com/cimug-org/CIMTool-Builders-Library) (π¨βπ» 4 Β· π 2 Β· β±οΈ 04.11.2024):
@@ -730,14 +730,14 @@ This curated list contains 130 open-source projects with a total of 68K stars gr
-pandapipes (π₯25 Β· β 160) - Pipeflow Calculation Tool. BSD-3
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+pandapipes (π₯24 Β· β 160) - Pipeflow Calculation Tool. BSD-3
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-- [GitHub](https://github.com/e2nIEE/pandapipes) (π¨βπ» 24 Β· π 63 Β· π¦ 27 Β· π 160 - 47% open Β· β±οΈ 29.01.2025):
+- [GitHub](https://github.com/e2nIEE/pandapipes) (π¨βπ» 24 Β· π 63 Β· π¦ 27 Β· π 160 - 47% open Β· β±οΈ 06.02.2025):
```
git clone https://github.com/e2nIEE/pandapipes
```
-- [PyPi](https://pypi.org/project/pandapipes) (π₯ 2.7K / month Β· π¦ 8 Β· β±οΈ 04.12.2024):
+- [PyPi](https://pypi.org/project/pandapipes) (π₯ 4.1K / month Β· π¦ 8 Β· β±οΈ 04.12.2024):
```
pip install pandapipes
```
@@ -766,32 +766,32 @@ This curated list contains 130 open-source projects with a total of 68K stars gr
OpenModelica (π₯28 Β· β 910) - Modelica-based environment for modeling and simulation. βοΈCustom
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-- [GitHub](https://github.com/OpenModelica/OpenModelica) (π¨βπ» 200 Β· π 310 Β· π₯ 380 Β· π 8.1K - 25% open Β· β±οΈ 30.01.2025):
+- [GitHub](https://github.com/OpenModelica/OpenModelica) (π¨βπ» 200 Β· π 310 Β· π₯ 380 Β· π 8.1K - 25% open Β· β±οΈ 06.02.2025):
```
git clone https://github.com/OpenModelica/OpenModelica
```
-- [Docker Hub](https://hub.docker.com/r/openmodelica/openmodelica) (π₯ 46K Β· β 6 Β· β±οΈ 16.12.2024):
+- [Docker Hub](https://hub.docker.com/r/openmodelica/openmodelica) (π₯ 46K Β· β 6 Β· β±οΈ 05.02.2025):
```
docker pull openmodelica/openmodelica
```
-precice (π₯26 Β· β 780) - Precise Code Interaction Coupling Environment. βοΈLGPL-3.0
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+precice (π₯25 Β· β 780) - Precise Code Interaction Coupling Environment. βοΈLGPL-3.0
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-- [GitHub](https://github.com/precice/precice) (π¨βπ» 58 Β· π 180 Β· π₯ 32K Β· π 880 - 23% open Β· β±οΈ 27.01.2025):
+- [GitHub](https://github.com/precice/precice) (π¨βπ» 59 Β· π 180 Β· π₯ 32K Β· π 880 - 23% open Β· β±οΈ 05.02.2025):
```
git clone https://github.com/precice/precice
```
-- [PyPi](https://pypi.org/project/pyprecice) (π₯ 1.2K / month Β· π¦ 8 Β· β±οΈ 05.12.2024):
+- [PyPi](https://pypi.org/project/pyprecice) (π₯ 1.5K / month Β· π¦ 8 Β· β±οΈ 05.12.2024):
```
pip install pyprecice
```
-- [Conda](https://anaconda.org/conda-forge/pyprecice) (π₯ 81K Β· β±οΈ 28.08.2024):
+- [Conda](https://anaconda.org/conda-forge/pyprecice) (π₯ 93K Β· β±οΈ 28.08.2024):
```
conda install -c conda-forge pyprecice
```
-- [Docker Hub](https://hub.docker.com/r/precice/precice) (π₯ 23K Β· β±οΈ 30.01.2025):
+- [Docker Hub](https://hub.docker.com/r/precice/precice) (π₯ 23K Β· β±οΈ 06.02.2025):
```
docker pull precice/precice
```
@@ -804,12 +804,12 @@ This curated list contains 130 open-source projects with a total of 68K stars gr
CVXPY (π₯37 Β· β 5.6K) - Convex optimization modeling language. Apache-2
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-- [GitHub](https://github.com/cvxpy/cvxpy) (π¨βπ» 210 Β· π 1.1K Β· π₯ 540 Β· π¦ 15K Β· π 1.5K - 15% open Β· β±οΈ 30.01.2025):
+- [GitHub](https://github.com/cvxpy/cvxpy) (π¨βπ» 210 Β· π 1.1K Β· π₯ 540 Β· π¦ 15K Β· π 1.5K - 15% open Β· β±οΈ 05.02.2025):
```
git clone https://github.com/cvxpy/cvxpy
```
-- [PyPi](https://pypi.org/project/cvxpy) (π₯ 2.4M / month Β· π¦ 580 Β· β±οΈ 14.11.2024):
+- [PyPi](https://pypi.org/project/cvxpy) (π₯ 2.5M / month Β· π¦ 580 Β· β±οΈ 14.11.2024):
```
pip install cvxpy
```
@@ -820,16 +820,16 @@ This curated list contains 130 open-source projects with a total of 68K stars gr
Pyomo (π₯37 Β· β 2.1K) - Python-based Optimization Modeling Language. BSD-3
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
-- [GitHub](https://github.com/Pyomo/pyomo) (π¨βπ» 160 Β· π 520 Β· π₯ 3.9K Β· π¦ 2.7K Β· π 1.4K - 21% open Β· β±οΈ 30.01.2025):
+- [GitHub](https://github.com/Pyomo/pyomo) (π¨βπ» 160 Β· π 520 Β· π₯ 3.9K Β· π¦ 2.7K Β· π 1.4K - 21% open Β· β±οΈ 06.02.2025):
```
git clone https://github.com/Pyomo/pyomo
```
-- [PyPi](https://pypi.org/project/Pyomo) (π₯ 380K / month Β· π¦ 260 Β· β±οΈ 18.11.2024):
+- [PyPi](https://pypi.org/project/Pyomo) (π₯ 390K / month Β· π¦ 260 Β· β±οΈ 18.11.2024):
```
pip install Pyomo
```
-- [Conda](https://anaconda.org/conda-forge/pyomo) (π₯ 1.2M Β· β±οΈ 19.11.2024):
+- [Conda](https://anaconda.org/conda-forge/pyomo) (π₯ 1.4M Β· β±οΈ 19.11.2024):
```
conda install -c conda-forge pyomo
```
@@ -841,7 +841,7 @@ This curated list contains 130 open-source projects with a total of 68K stars gr
```
git clone https://github.com/cvxopt/cvxopt
```
-- [PyPi](https://pypi.org/project/cvxopt) (π₯ 600K / month Β· π¦ 390 Β· β±οΈ 09.08.2023):
+- [PyPi](https://pypi.org/project/cvxopt) (π₯ 620K / month Β· π¦ 390 Β· β±οΈ 09.08.2023):
```
pip install cvxopt
```
@@ -850,46 +850,38 @@ This curated list contains 130 open-source projects with a total of 68K stars gr
conda install -c conda-forge cvxopt
```
-JuMP (π₯26 Β· β 2.3K Β· π) - Julia-based Optimization Modeling Language. MPL-2.0
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+JuMP (π₯25 Β· β 2.3K Β· π) - Julia-based Optimization Modeling Language. MPL-2.0
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-- [GitHub](https://github.com/jump-dev/JuMP.jl) (π¨βπ» 160 Β· π 400 Β· π 1.5K - 0% open Β· β±οΈ 30.01.2025):
+- [GitHub](https://github.com/jump-dev/JuMP.jl) (π¨βπ» 160 Β· π 400 Β· π 1.5K - 0% open Β· β±οΈ 05.02.2025):
```
git clone https://github.com/jump-dev/JuMP.jl
```
-PyOptInterface (π₯20 Β· β 250) - Efficient modeling interface for optimization in.. MPL-2.0
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+PyOptInterface (π₯20 Β· β 260) - Efficient modeling interface for optimization in.. MPL-2.0
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- [GitHub](https://github.com/metab0t/PyOptInterface) (π¨βπ» 2 Β· π 13 Β· π¦ 12 Β· π 19 - 15% open Β· β±οΈ 27.01.2025):
```
git clone https://github.com/metab0t/PyOptInterface
```
-- [PyPi](https://pypi.org/project/pyoptinterface) (π₯ 4.9K / month Β· π¦ 4 Β· β±οΈ 27.01.2025):
+- [PyPi](https://pypi.org/project/pyoptinterface) (π₯ 5K / month Β· π¦ 4 Β· β±οΈ 27.01.2025):
```
pip install pyoptinterface
```
-RSOME (π₯17 Β· β 300) - Robust Stochastic Optimization Made Easy. βοΈGPL-3.0
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+RSOME (π₯16 Β· β 300) - Robust Stochastic Optimization Made Easy. βοΈGPL-3.0
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
-- [GitHub](https://github.com/XiongPengNUS/rsome) (π¨βπ» 3 Β· π 56 Β· π 44 - 15% open Β· β±οΈ 15.11.2024):
+- [GitHub](https://github.com/XiongPengNUS/rsome) (π¨βπ» 3 Β· π 57 Β· π 44 - 15% open Β· β±οΈ 15.11.2024):
```
git clone https://github.com/XiongPengNUS/rsome
```
-- [PyPi](https://pypi.org/project/rsome) (π₯ 4K / month Β· π¦ 4 Β· β±οΈ 29.10.2024):
+- [PyPi](https://pypi.org/project/rsome) (π₯ 3.7K / month Β· π¦ 4 Β· β±οΈ 29.10.2024):
```
pip install rsome
```
-ExaModels (π₯13 Β· β 57) - An algebraic modeling and automatic differentiation tool in.. MIT
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-
-- [GitHub](https://github.com/exanauts/ExaModels.jl) (π¨βπ» 6 Β· π 5 Β· π 27 - 44% open Β· β±οΈ 19.01.2025):
-
- ```
- git clone https://github.com/exanauts/ExaModels.jl
- ```
-
KVXOPT (π₯13 Β· β 10) - CVXOPT with more wrappers suite-sparse. βοΈGPL-3.0
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- [GitHub](https://github.com/sanurielf/kvxopt) (π¨βπ» 15 Β· π 1 Β· π¦ 28 Β· β±οΈ 08.05.2024):
@@ -897,15 +889,23 @@ This curated list contains 130 open-source projects with a total of 68K stars gr
```
git clone https://github.com/sanurielf/kvxopt
```
-- [PyPi](https://pypi.org/project/kvxopt) (π₯ 11K / month Β· π¦ 12 Β· β±οΈ 08.05.2024):
+- [PyPi](https://pypi.org/project/kvxopt) (π₯ 10K / month Β· π¦ 12 Β· β±οΈ 08.05.2024):
```
pip install kvxopt
```
-- [Conda](https://anaconda.org/conda-forge/kvxopt) (π₯ 250K Β· β±οΈ 07.09.2024):
+- [Conda](https://anaconda.org/conda-forge/kvxopt) (π₯ 270K Β· β±οΈ 07.09.2024):
```
conda install -c conda-forge kvxopt
```
+ExaModels (π₯11 Β· β 57 Β· π) - An algebraic modeling and automatic differentiation tool.. MIT
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+
+- [GitHub](https://github.com/exanauts/ExaModels.jl) (π¨βπ» 6 Β· π 5 Β· π 27 - 44% open Β· β±οΈ 19.01.2025):
+
+ ```
+ git clone https://github.com/exanauts/ExaModels.jl
+ ```
+
## Optimizer
@@ -914,7 +914,7 @@ This curated list contains 130 open-source projects with a total of 68K stars gr
OR-Tools (π₯39 Β· β 12K) - Google Optimization Tools. Apache-2
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-- [GitHub](https://github.com/google/or-tools) (π¨βπ» 180 Β· π 2.2K Β· π₯ 860K Β· π¦ 280 Β· π 3K - 1% open Β· β±οΈ 19.01.2025):
+- [GitHub](https://github.com/google/or-tools) (π¨βπ» 180 Β· π 2.2K Β· π₯ 860K Β· π¦ 290 Β· π 3K - 1% open Β· β±οΈ 19.01.2025):
```
git clone https://github.com/google/or-tools
@@ -923,59 +923,59 @@ This curated list contains 130 open-source projects with a total of 68K stars gr
```
pip install ortools
```
-- [Conda](https://anaconda.org/conda-forge/ortools-python) (π₯ 94K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/ortools-python) (π₯ 99K Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge ortools-python
```
Xopt (π₯37 Β· β 12K) - Flexible high-level optimization in Python. MPL-2.0
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-- [GitHub](https://github.com/google/or-tools) (π¨βπ» 180 Β· π 2.2K Β· π₯ 860K Β· π¦ 280 Β· π 3K - 1% open Β· β±οΈ 19.01.2025):
+- [GitHub](https://github.com/google/or-tools) (π¨βπ» 180 Β· π 2.2K Β· π₯ 860K Β· π¦ 290 Β· π 3K - 1% open Β· β±οΈ 19.01.2025):
```
git clone https://github.com/google/or-tools
```
-- [PyPi](https://pypi.org/project/xopt) (π₯ 1.6K / month Β· π¦ 3 Β· β±οΈ 08.01.2025):
+- [PyPi](https://pypi.org/project/xopt) (π₯ 1.8K / month Β· π¦ 3 Β· β±οΈ 03.02.2025):
```
pip install xopt
```
-- [Conda](https://anaconda.org/conda-forge/xopt) (π₯ 42K Β· β±οΈ 08.01.2025):
+- [Conda](https://anaconda.org/conda-forge/xopt) (π₯ 43K Β· β±οΈ 04.02.2025):
```
conda install -c conda-forge xopt
```
Tulip (π₯35 Β· β 12K) - Interior-point solver in pure Julia. MPL-2.0
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-- [GitHub](https://github.com/google/or-tools) (π¨βπ» 180 Β· π 2.2K Β· π₯ 860K Β· π¦ 280 Β· π 3K - 1% open Β· β±οΈ 19.01.2025):
+- [GitHub](https://github.com/google/or-tools) (π¨βπ» 180 Β· π 2.2K Β· π₯ 860K Β· π¦ 290 Β· π 3K - 1% open Β· β±οΈ 19.01.2025):
```
git clone https://github.com/google/or-tools
```
-HiGHS (π₯33 Β· β 1K Β· π) - Large-scale Sparse Linear Problem Optimizer. MIT
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+HiGHS (π₯33 Β· β 1K) - Large-scale Sparse Linear Problem Optimizer. MIT
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-- [GitHub](https://github.com/ERGO-Code/HiGHS) (π¨βπ» 79 Β· π 190 Β· π¦ 260 Β· π 800 - 12% open Β· β±οΈ 01.01.2025):
+- [GitHub](https://github.com/ERGO-Code/HiGHS) (π¨βπ» 79 Β· π 190 Β· π¦ 300 Β· π 800 - 12% open Β· β±οΈ 01.01.2025):
```
git clone https://github.com/ERGO-Code/HiGHS
```
-- [PyPi](https://pypi.org/project/highspy) (π₯ 160K / month Β· π¦ 47 Β· β±οΈ 20.12.2024):
+- [PyPi](https://pypi.org/project/highspy) (π₯ 170K / month Β· π¦ 47 Β· β±οΈ 20.12.2024):
```
pip install highspy
```
-- [Conda](https://anaconda.org/conda-forge/highs) (π₯ 17K Β· β±οΈ 21.12.2024):
+- [Conda](https://anaconda.org/conda-forge/highs) (π₯ 21K Β· β±οΈ 21.12.2024):
```
conda install -c conda-forge highs
```
-OSQP (π₯31 Β· β 1.8K Β· π) - Operator Splitting QP Solver. Apache-2
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+OSQP (π₯31 Β· β 1.8K) - Operator Splitting QP Solver. Apache-2
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-- [GitHub](https://github.com/osqp/osqp) (π¨βπ» 35 Β· π 360 Β· π₯ 93K Β· π 360 - 27% open Β· β±οΈ 17.01.2025):
+- [GitHub](https://github.com/osqp/osqp) (π¨βπ» 35 Β· π 360 Β· π₯ 95K Β· π 360 - 27% open Β· β±οΈ 17.01.2025):
```
git clone https://github.com/osqp/osqp
```
-- [PyPi](https://pypi.org/project/osqp) (π₯ 3.4M / month Β· π¦ 85 Β· β±οΈ 11.10.2024):
+- [PyPi](https://pypi.org/project/osqp) (π₯ 3.6M / month Β· π¦ 85 Β· β±οΈ 11.10.2024):
```
pip install osqp
```
@@ -984,18 +984,18 @@ This curated list contains 130 open-source projects with a total of 68K stars gr
conda install -c conda-forge osqp
```
-PySCIPOpt (π₯31 Β· β 850) - Python interface for SCIP. MIT
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+PySCIPOpt (π₯30 Β· β 850 Β· π) - Python interface for SCIP. MIT
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-- [GitHub](https://github.com/scipopt/PySCIPOpt) (π¨βπ» 76 Β· π 250 Β· π¦ 290 Β· π 540 - 5% open Β· β±οΈ 24.01.2025):
+- [GitHub](https://github.com/scipopt/PySCIPOpt) (π¨βπ» 76 Β· π 250 Β· π¦ 290 Β· π 540 - 5% open Β· β±οΈ 01.02.2025):
```
git clone https://github.com/scipopt/PySCIPOpt
```
-- [PyPi](https://pypi.org/project/PySCIPOpt) (π₯ 35K / month Β· π¦ 35 Β· β±οΈ 31.10.2024):
+- [PyPi](https://pypi.org/project/PySCIPOpt) (π₯ 37K / month Β· π¦ 35 Β· β±οΈ 31.10.2024):
```
pip install PySCIPOpt
```
-- [Conda](https://anaconda.org/conda-forge/pyscipopt) (π₯ 420K Β· β±οΈ 14.11.2024):
+- [Conda](https://anaconda.org/conda-forge/pyscipopt) (π₯ 440K Β· β±οΈ 14.11.2024):
```
conda install -c conda-forge pyscipopt
```
@@ -1023,7 +1023,7 @@ This curated list contains 130 open-source projects with a total of 68K stars gr
```
git clone https://github.com/cvxgrp/scs
```
-- [PyPi](https://pypi.org/project/scs) (π₯ 3M / month Β· π¦ 56 Β· β±οΈ 04.01.2025):
+- [PyPi](https://pypi.org/project/scs) (π₯ 3.3M / month Β· π¦ 56 Β· β±οΈ 04.01.2025):
```
pip install scs
```
@@ -1032,28 +1032,20 @@ This curated list contains 130 open-source projects with a total of 68K stars gr
conda install -c conda-forge scs
```
-CBC (π₯24 Β· β 840) - COIN-OR Branch-and-Cut solver. EPL-2.0
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+Clarabel.rs (π₯27 Β· β 390 Β· π) - Interior-point solver for convex conic optimisation.. Apache-2
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-- [GitHub](https://github.com/coin-or/Cbc) (π¨βπ» 34 Β· π 120 Β· π₯ 37K Β· π 490 - 27% open Β· β±οΈ 24.01.2025):
+- [GitHub](https://github.com/oxfordcontrol/Clarabel.rs) (π¨βπ» 11 Β· π 32 Β· π¦ 27 Β· π 57 - 28% open Β· β±οΈ 03.02.2025):
```
- git clone https://github.com/coin-or/Cbc
- ```
-- [Conda](https://anaconda.org/conda-forge/coincbc) (π₯ 1.2M Β· β±οΈ 03.09.2024):
+ git clone https://github.com/oxfordcontrol/Clarabel.rs
```
- conda install -c conda-forge coincbc
+- [PyPi](https://pypi.org/project/clarabel) (π₯ 1.4M / month Β· π¦ 31 Β· β±οΈ 02.02.2025):
```
-
-Clp (π₯24 Β· β 840) - COIN-OR Linear Programming Solver. EPL-2.0
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-
-- [GitHub](https://github.com/coin-or/Cbc) (π¨βπ» 34 Β· π 120 Β· π₯ 37K Β· π 490 - 27% open Β· β±οΈ 24.01.2025):
-
- ```
- git clone https://github.com/coin-or/Cbc
+ pip install clarabel
```
-- [Conda](https://anaconda.org/conda-forge/coin-or-clp) (π₯ 840K Β· β±οΈ 22.08.2024):
+- [Conda](https://anaconda.org/conda-forge/clarabel) (π₯ 160K Β· β±οΈ 03.02.2025):
```
- conda install -c conda-forge coin-or-clp
+ conda install -c conda-forge clarabel
```
ECOS (π₯24 Β· β 490 Β· π€) - Conic solver for second-order cone programming. βοΈGPL-3.0
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@@ -1063,77 +1055,85 @@ This curated list contains 130 open-source projects with a total of 68K stars gr
```
git clone https://github.com/embotech/ecos
```
-- [PyPi](https://pypi.org/project/ecos) (π₯ 2M / month Β· π¦ 49 Β· β±οΈ 18.06.2024):
+- [PyPi](https://pypi.org/project/ecos) (π₯ 2.2M / month Β· π¦ 49 Β· β±οΈ 18.06.2024):
```
pip install ecos
```
-- [Conda](https://anaconda.org/conda-forge/ecos) (π₯ 980K Β· β±οΈ 10.09.2024):
+- [Conda](https://anaconda.org/conda-forge/ecos) (π₯ 1M Β· β±οΈ 10.09.2024):
```
conda install -c conda-forge ecos
```
-Clarabel.rs (π₯24 Β· β 380) - Interior-point solver for convex conic optimisation.. Apache-2
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+CBC (π₯23 Β· β 840) - COIN-OR Branch-and-Cut solver. EPL-2.0
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-- [GitHub](https://github.com/oxfordcontrol/Clarabel.rs) (π¨βπ» 8 Β· π 29 Β· π¦ 27 Β· π 47 - 38% open Β· β±οΈ 27.01.2025):
+- [GitHub](https://github.com/coin-or/Cbc) (π¨βπ» 34 Β· π 120 Β· π₯ 37K Β· π 490 - 27% open Β· β±οΈ 05.02.2025):
```
- git clone https://github.com/oxfordcontrol/Clarabel.rs
+ git clone https://github.com/coin-or/Cbc
```
-- [PyPi](https://pypi.org/project/clarabel) (π₯ 1.3M / month Β· π¦ 24 Β· β±οΈ 01.06.2024):
+- [Conda](https://anaconda.org/conda-forge/coincbc) (π₯ 1.2M Β· β±οΈ 03.09.2024):
```
- pip install clarabel
+ conda install -c conda-forge coincbc
```
-- [Conda](https://anaconda.org/conda-forge/clarabel) (π₯ 150K Β· β±οΈ 03.01.2025):
+
+Clp (π₯23 Β· β 840) - COIN-OR Linear Programming Solver. EPL-2.0
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+
+- [GitHub](https://github.com/coin-or/Cbc) (π¨βπ» 34 Β· π 120 Β· π₯ 37K Β· π 490 - 27% open Β· β±οΈ 05.02.2025):
+
```
- conda install -c conda-forge clarabel
+ git clone https://github.com/coin-or/Cbc
+ ```
+- [Conda](https://anaconda.org/conda-forge/coin-or-clp) (π₯ 850K Β· β±οΈ 22.08.2024):
+ ```
+ conda install -c conda-forge coin-or-clp
```
-AMPLPY (π₯22 Β· β 73) - Python API for AMPL. BSD-3
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+AMPLPY (π₯22 Β· β 74) - Python API for AMPL. BSD-3
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-- [GitHub](https://github.com/ampl/amplpy) (π¨βπ» 9 Β· π 19 Β· π¦ 100 Β· π 47 - 2% open Β· β±οΈ 03.12.2024):
+- [GitHub](https://github.com/ampl/amplpy) (π¨βπ» 9 Β· π 19 Β· π¦ 100 Β· π 47 - 2% open Β· β±οΈ 06.02.2025):
```
git clone https://github.com/ampl/amplpy
```
-- [PyPi](https://pypi.org/project/amplpy) (π₯ 75K / month Β· π¦ 4 Β· β±οΈ 26.11.2024):
+- [PyPi](https://pypi.org/project/amplpy) (π₯ 76K / month Β· π¦ 4 Β· β±οΈ 26.11.2024):
```
pip install amplpy
```
-- [Conda](https://anaconda.org/conda-forge/amplpy) (π₯ 370K Β· β±οΈ 30.05.2024):
+- [Conda](https://anaconda.org/conda-forge/amplpy) (π₯ 390K Β· β±οΈ 30.05.2024):
```
conda install -c conda-forge amplpy
```
PIQP (π₯19 Β· β 96) - Proximal Interior Point Quadratic Programming solver. BSD-2
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-- [GitHub](https://github.com/PREDICT-EPFL/piqp) (π¨βπ» 3 Β· π 14 Β· π₯ 470 Β· π¦ 34 Β· π 11 - 45% open Β· β±οΈ 15.10.2024):
+- [GitHub](https://github.com/PREDICT-EPFL/piqp) (π¨βπ» 3 Β· π 14 Β· π₯ 480 Β· π¦ 35 Β· π 11 - 45% open Β· β±οΈ 15.10.2024):
```
git clone https://github.com/PREDICT-EPFL/piqp
```
-- [PyPi](https://pypi.org/project/piqp) (π₯ 44K / month Β· π¦ 8 Β· β±οΈ 02.08.2024):
+- [PyPi](https://pypi.org/project/piqp) (π₯ 43K / month Β· π¦ 8 Β· β±οΈ 02.08.2024):
```
pip install piqp
```
-- [Conda](https://anaconda.org/conda-forge/piqp) (π₯ 150K Β· β±οΈ 31.10.2024):
+- [Conda](https://anaconda.org/conda-forge/piqp) (π₯ 190K Β· β±οΈ 31.10.2024):
```
conda install -c conda-forge piqp
```
-MadNLP (π₯16 Β· β 180) - A solver for nonlinear programming with GPU support. MIT
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+Clarabel.jl (π₯16 Β· β 190 Β· π) - Interior-point solver for convex conic optimisation.. Apache-2
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-- [GitHub](https://github.com/MadNLP/MadNLP.jl) (π¨βπ» 15 Β· π 16 Β· π 90 - 44% open Β· β±οΈ 23.01.2025):
+- [GitHub](https://github.com/oxfordcontrol/Clarabel.jl) (π¨βπ» 11 Β· π 17 Β· π 54 - 11% open Β· β±οΈ 03.02.2025):
```
- git clone https://github.com/MadNLP/MadNLP.jl
+ git clone https://github.com/oxfordcontrol/Clarabel.jl
```
-Clarabel.jl (π₯14 Β· β 190) - Interior-point solver for convex conic optimisation in.. Apache-2
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+MadNLP (π₯16 Β· β 180) - A solver for nonlinear programming with GPU support. MIT
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-- [GitHub](https://github.com/oxfordcontrol/Clarabel.jl) (π¨βπ» 11 Β· π 16 Β· π 54 - 11% open Β· β±οΈ 27.11.2024):
+- [GitHub](https://github.com/MadNLP/MadNLP.jl) (π¨βπ» 15 Β· π 16 Β· π 90 - 44% open Β· β±οΈ 06.02.2025):
```
- git clone https://github.com/oxfordcontrol/Clarabel.jl
+ git clone https://github.com/MadNLP/MadNLP.jl
```
OptiVerse (π₯7 Β· β 12) - A library with innovative optimization solutions. MIT
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@@ -1150,14 +1150,14 @@ This curated list contains 130 open-source projects with a total of 68K stars gr
-Grid2Op (π₯23 Β· β 310 Β· π) - Modeling sequential decision making in power systems. MPL-2.0
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+Grid2Op (π₯23 Β· β 310) - Modeling sequential decision making in power systems. MPL-2.0
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- [GitHub](https://github.com/Grid2op/grid2op) (π¨βπ» 32 Β· π 120 Β· π 370 - 15% open Β· β±οΈ 28.01.2025):
```
git clone https://github.com/rte-france/Grid2Op
```
-- [PyPi](https://pypi.org/project/Grid2Op) (π₯ 3.3K / month Β· π¦ 20 Β· β±οΈ 16.12.2024):
+- [PyPi](https://pypi.org/project/Grid2Op) (π₯ 3.2K / month Β· π¦ 20 Β· β±οΈ 16.12.2024):
```
pip install Grid2Op
```
@@ -1166,7 +1166,7 @@ This curated list contains 130 open-source projects with a total of 68K stars gr
docker pull bdonnot/grid2op
```
-RLGC (π₯9 Β· β 120 Β· π€) - RL for Grid Control (RLGC). βοΈBSD
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+RLGC (π₯9 Β· β 120 Β· π€) - RL for Grid Control (RLGC). βοΈBSD
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- [GitHub](https://github.com/RLGC-Project/RLGC) (π¨βπ» 4 Β· π 31 Β· π 15 - 33% open Β· β±οΈ 08.04.2022):
@@ -1174,6 +1174,14 @@ This curated list contains 130 open-source projects with a total of 68K stars gr
git clone https://github.com/RLGC-Project/RLGC
```
+Daline (π₯6 Β· β 17 Β· β) - A Data-driven Power Flow Linearization Toolbox. BSD-3
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+
+- [GitHub](https://github.com/JarvisETHZ/Daline) (π₯ 3 Β· β±οΈ 30.11.2024):
+
+ ```
+ git clone https://github.com/JarvisETHZ/Daline
+ ```
+
andes_gym (π₯5 Β· β 9 Β· π€) - ANDES RL Environment for OpenAI Gym. βοΈGPL-3.0
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- [GitHub](https://github.com/cuihantao/andes_gym) (π¨βπ» 2 Β· π 4 Β· β±οΈ 28.01.2022):
@@ -1196,7 +1204,7 @@ This curated list contains 130 open-source projects with a total of 68K stars gr
git clone https://github.com/powsybl/powsybl-diagram
```
-PowerGraphics.jl (π₯14 Β· β 31) - Visualization for PowerSimulations; NREL Sienna. BSD-3
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+PowerGraphics.jl (π₯14 Β· β 30) - Visualization for PowerSimulations; NREL Sienna. BSD-3
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- [GitHub](https://github.com/NREL-Sienna/PowerGraphics.jl) (π¨βπ» 9 Β· π 11 Β· π 39 - 41% open Β· β±οΈ 17.12.2024):
@@ -1229,7 +1237,7 @@ This curated list contains 130 open-source projects with a total of 68K stars gr
```
git clone https://github.com/GMLC-TDC/HELICS
```
-- [PyPi](https://pypi.org/project/helics) (π₯ 22K / month Β· π¦ 13 Β· β±οΈ 26.12.2024):
+- [PyPi](https://pypi.org/project/helics) (π₯ 21K / month Β· π¦ 13 Β· β±οΈ 26.12.2024):
```
pip install helics
```
@@ -1268,66 +1276,68 @@ This curated list contains 130 open-source projects with a total of 68K stars gr
π COVID-EMDA ( β 59) - Cross-Domain Data Hub with Data in USA.
-π PV Rooftop Database ( β 58) - NREL PV Rooftop Database.
+π PV Rooftop Database ( β 59) - NREL PV Rooftop Database.
π Grid Event Signature Library - An initiative spearheaded by ORNL and LLNL.
π Electrical Signals Databases ( β 26) - Voltage and current samples from Digital Fault Recorder.
-π A new power system benchmark ( β 20) - A new type of power system calculation example by the China..
+π A new power system benchmark ( β 21) - A new type of power system calculation example by the China..
+
+π pmuBAGE ( β 6 Β· π€) - Synthetic phasor measurement unit dataset.
-GridStatus (π₯25 Β· β 300 Β· π) - Extract data from ISOs and other sources. BSD-3
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+GridStatus (π₯25 Β· β 310) - Extract data from ISOs and other sources. BSD-3
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
-- [GitHub](https://github.com/gridstatus/gridstatus) (π¨βπ» 32 Β· π 58 Β· π¦ 18 Β· π 120 - 39% open Β· β±οΈ 29.01.2025):
+- [GitHub](https://github.com/gridstatus/gridstatus) (π¨βπ» 32 Β· π 59 Β· π¦ 18 Β· π 120 - 39% open Β· β±οΈ 05.02.2025):
```
git clone https://github.com/kmax12/gridstatus
```
-- [PyPi](https://pypi.org/project/gridstatus) (π₯ 11K / month Β· π¦ 2 Β· β±οΈ 27.01.2025):
+- [PyPi](https://pypi.org/project/gridstatus) (π₯ 13K / month Β· π¦ 2 Β· β±οΈ 27.01.2025):
```
pip install gridstatus
```
Atlite (π₯24 Β· β 290) - Calculating Renewable Power Potentials. BSD-2
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
-- [GitHub](https://github.com/PyPSA/atlite) (π¨βπ» 40 Β· π 100 Β· π¦ 84 Β· π 130 - 29% open Β· β±οΈ 30.01.2025):
+- [GitHub](https://github.com/PyPSA/atlite) (π¨βπ» 40 Β· π 100 Β· π¦ 85 Β· π 130 - 29% open Β· β±οΈ 04.02.2025):
```
git clone https://github.com/PyPSA/atlite
```
-- [PyPi](https://pypi.org/project/atlite) (π₯ 2.8K / month Β· β±οΈ 30.01.2025):
+- [PyPi](https://pypi.org/project/atlite) (π₯ 3K / month Β· β±οΈ 30.01.2025):
```
pip install atlite
```
-- [Conda](https://anaconda.org/conda-forge/atlite) (π₯ 66K Β· β±οΈ 13.01.2025):
+- [Conda](https://anaconda.org/conda-forge/atlite) (π₯ 67K Β· β±οΈ 13.01.2025):
```
conda install -c conda-forge atlite
```
powerplantmatching (π₯24 Β· β 170) - Tools to combine multiple power plant databases. BSD-2
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
-- [GitHub](https://github.com/PyPSA/powerplantmatching) (π¨βπ» 32 Β· π 61 Β· π₯ 87 Β· π¦ 64 Β· π 91 - 20% open Β· β±οΈ 30.01.2025):
+- [GitHub](https://github.com/PyPSA/powerplantmatching) (π¨βπ» 33 Β· π 61 Β· π₯ 87 Β· π¦ 65 Β· π 90 - 20% open Β· β±οΈ 04.02.2025):
```
git clone https://github.com/PyPSA/powerplantmatching
```
-- [PyPi](https://pypi.org/project/powerplantmatching) (π₯ 2.5K / month Β· β±οΈ 23.01.2025):
+- [PyPi](https://pypi.org/project/powerplantmatching) (π₯ 2.5K / month Β· β±οΈ 01.02.2025):
```
pip install powerplantmatching
```
-- [Conda](https://anaconda.org/conda-forge/powerplantmatching) (π₯ 56K Β· β±οΈ 23.01.2025):
+- [Conda](https://anaconda.org/conda-forge/powerplantmatching) (π₯ 58K Β· β±οΈ 01.02.2025):
```
conda install -c conda-forge powerplantmatching
```
SimBench (π₯16 Β· β 110) - Benchmark dataset of German LV/MV/HV grids including.. βοΈodbl-1.0

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juptyer

-- [GitHub](https://github.com/e2nIEE/simbench) (π¨βπ» 4 Β· π 29 Β· π¦ 40 Β· π 32 - 9% open Β· β±οΈ 23.10.2024):
+- [GitHub](https://github.com/e2nIEE/simbench) (π¨βπ» 4 Β· π 29 Β· π¦ 42 Β· π 32 - 9% open Β· β±οΈ 04.02.2025):
```
git clone https://github.com/e2nIEE/simbench
```
-- [PyPi](https://pypi.org/project/simbench) (π₯ 1.7K / month Β· π¦ 7 Β· β±οΈ 23.04.2024):
+- [PyPi](https://pypi.org/project/simbench) (π₯ 2.4K / month Β· π¦ 7 Β· β±οΈ 23.04.2024):
```
pip install simbench
```
diff --git a/history/2025-02-06_changes.md b/history/2025-02-06_changes.md
new file mode 100644
index 0000000..f8d0c6d
--- /dev/null
+++ b/history/2025-02-06_changes.md
@@ -0,0 +1,26 @@
+## π Trending Up
+
+_Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._
+
+- PyPSA (π₯32 Β· β 1.4K Β· π) - Python for Power System Analysis. MIT
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+- Clarabel.rs (π₯27 Β· β 390 Β· π) - Interior-point solver for convex conic optimisation.. Apache-2

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
+- py-dss-interface (π₯18 Β· β 27 Β· π) - A package for access to direct dll version of OpenDSS. MIT




+- Clarabel.jl (π₯16 Β· β 190 Β· π) - Interior-point solver for convex conic optimisation.. Apache-2


+- PowerFlows.jl (π₯12 Β· β 20 Β· π) - Collection of Power Flow solution; NREL Sienna. BSD-3

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+
+## π Trending Down
+
+_Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._
+
+- pandapower (π₯32 Β· β 920 Β· π) - Convenient Power System Modelling and Analysis. BSD-3

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
+- PySCIPOpt (π₯30 Β· β 850 Β· π) - Python interface for SCIP. MIT

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
+- JuMP (π₯25 Β· β 2.3K Β· π) - Julia-based Optimization Modeling Language. MPL-2.0

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+- CIMTool (π₯12 Β· β 50 Β· π) - CIMugs CIMTool for the CIM. βοΈLGPL-2.1
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+- ExaModels (π₯11 Β· β 57 Β· π) - An algebraic modeling and automatic differentiation tool.. MIT
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+
+## β Added Projects
+
+_Projects that were recently added to this best-of list._
+
+- Daline (π₯6 Β· β 17 Β· β) - A Data-driven Power Flow Linearization Toolbox. BSD-3
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+
diff --git a/history/2025-02-06_projects.csv b/history/2025-02-06_projects.csv
new file mode 100644
index 0000000..0a1515f
--- /dev/null
+++ b/history/2025-02-06_projects.csv
@@ -0,0 +1,132 @@
+,name,category,resource,github_id,license,description,github_url,homepage,created_at,updated_at,last_commit_pushed_at,commit_count,fork_count,open_issue_count,star_count,contributor_count,projectrank,show,docs_url,watchers_count,pr_count,closed_issue_count,latest_stable_release_published_at,latest_stable_release_number,release_count,labels,recent_commit_count,pypi_id,conda_id,github_release_downloads,monthly_downloads,dependent_project_count,github_dependent_project_count,pypi_url,pypi_latest_release_published_at,pypi_dependent_project_count,pypi_monthly_downloads,conda_url,conda_latest_release_published_at,conda_total_downloads,projectrank_placing,trending,dockerhub_id,dockerhub_url,dockerhub_latest_release_published_at,dockerhub_pulls,dockerhub_stars,updated_github_id,new_addition
+0,Australian MV-LV Networks,data,True,Team-Nando/MV-LV-Networks,BSD-3,Large-scale three-phase Australian MV distribution networks with pseudo LV networks.,https://github.com/Team-Nando/MV-LV-Networks,https://github.com/Team-Nando/MV-LV-Networks,2024-03-26 03:29:17,2024-03-27 00:24:02.000000,2024-03-27 00:23:23,9.0,10.0,1.0,26.0,2.0,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+1,Power Grid Lib - Optimal Power Flow,data,True,power-grid-lib/pglib-opf,CC-BY-4.0,Benchmarks for OPF.,https://github.com/power-grid-lib/pglib-opf,https://power-grid-lib.github.io,2017-06-27 19:02:06,2023-07-24 16:17:02.000000,2023-07-24 16:12:04,15.0,86.0,15.0,318.0,1.0,0,True,https://arxiv.org/abs/1908.02788,27.0,11.0,19.0,2023-07-24 16:17:02.000,23.07,8.0,,,,,,,,,,,,,,,,,,,,,,,,
+2,Power Grid Lib - Unit Commitment,data,True,power-grid-lib/pglib-uc,CC-BY-4.0,Benchmarks for UC.,https://github.com/power-grid-lib/pglib-uc,https://power-grid-lib.github.io,2019-08-02 23:31:34,2024-06-11 11:36:48.000000,2021-09-28 14:57:15,15.0,30.0,4.0,91.0,3.0,0,True,,5.0,2.0,,2019-08-07 20:35:09.000,19.08,1.0,,,,,,,,,,,,,,,,,,,,,,,,
+3,Power Grid Lib - Optimal Power Flow with HVDC Lines,data,True,power-grid-lib/pglib-opf-hvdc,CC-BY-4.0,Benchmarks for OPF with HVDC.,https://github.com/power-grid-lib/pglib-opf-hvdc,https://power-grid-lib.github.io,2019-08-05 18:59:16,2023-10-06 14:38:09.000000,2023-10-06 14:35:21,15.0,6.0,,21.0,2.0,0,True,https://ieeexplore.ieee.org/document/8636236,2.0,1.0,,2023-10-06 14:38:45.000,23.09,2.0,,,,,,,,,,,,,,,,,,,,,,,,
+4,WECC-and-NPCC-Electricity-Economic-Data,data,True,enliten/ENLITEN-Grid-Econ-Data,GPL-3,Economic data on WECC and NPCC.,https://github.com/enliten/ENLITEN-Grid-Econ-Data,https://github.com/enliten/ENLITEN-Grid-Econ-Data,2022-12-05 19:17:45,2024-06-04 17:21:48.000000,2024-06-04 17:21:47,42.0,2.0,,7.0,4.0,0,True,,2.0,,,2022-12-06 05:06:06.000,WECC-and-NPCC,1.0,,,,,,,,,,,,,,,,,,,,,,,,
+5,OpenDataElia,data,True,,CC-BY-4.0,Data by opendatasoft.,,https://opendata.elia.be/pages/home/,,,,,,,,,0,True,https://help.opendatasoft.com/en/home,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+6,Data on Energy,data,True,owid/energy-data,CC-BY,Data on energy by Our World in Data.,https://github.com/owid/energy-data,https://ourworldindata.org/energy,2020-09-08 15:21:25,2024-09-05 12:52:09.000000,2024-09-05 12:52:04,266.0,100.0,1.0,308.0,7.0,0,True,,15.0,35.0,10.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
+7,COVID-EMDA,data,True,tamu-engineering-research/COVID-EMDA,MIT,Cross-Domain Data Hub with Data in USA.,https://github.com/tamu-engineering-research/COVID-EMDA,https://github.com/tamu-engineering-research/COVID-EMDA,2020-05-05 18:59:53,2024-04-23 16:12:16.000000,2024-04-23 16:11:59,986.0,19.0,1.0,59.0,5.0,0,True,,6.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+8,PV Rooftop Database,data,True,openEDI/documentation,CC-BY,NREL PV Rooftop Database.,https://github.com/openEDI/documentation,https://data.openei.org/submissions/,2019-12-17 17:36:43,2024-09-18 13:58:12.000000,2024-06-17 20:49:46,181.0,22.0,3.0,59.0,17.0,0,True,,8.0,30.0,5.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
+9,Grid Event Signature Library,data,True,,CC-BY,An initiative spearheaded by ORNL and LLNL.,,https://gesl.ornl.gov/,,,,,,,,,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+10,Electrical Signals Databases,data,True,rte-france/digital-fault-recording-database,ODbL-1.0,Voltage and current samples from Digital Fault Recorder.,https://github.com/rte-france/digital-fault-recording-database,https://dfrdb.rte-france.com/,2024-05-27 07:22:44,2024-07-05 06:56:57.000000,2024-07-05 06:56:57,17.0,8.0,2.0,26.0,2.0,0,True,,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+11,A new power system benchmark,data,True,lbl-hub/CSEE-Benchmark,,A new type of power system calculation example by the China EPRI.,https://github.com/lbl-hub/CSEE-Benchmark,https://github.com/lbl-hub/CSEE-Benchmark,2023-12-18 09:09:08,2024-02-21 11:00:25.000000,2024-02-21 11:00:25,151.0,2.0,,21.0,,0,True,,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+12,pmuBAGE,data,True,NanpengYu/pmuBAGE,,Synthetic phasor measurement unit dataset.,https://github.com/NanpengYu/pmuBAGE,https://github.com/NanpengYu/pmuBAGE,2022-03-18 05:10:00,2022-04-07 00:15:41.000000,2022-04-07 00:15:41,18.0,1.0,1.0,6.0,2.0,0,True,,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+13,TextbookSimulations,book,True,Power-Systems-Textbook/TextbookSimulations,CC0-1.0,Examples and problems accompanying Daniel Kirschens Power Systems Textbook.,https://github.com/Power-Systems-Textbook/TextbookSimulations,https://github.com/Power-Systems-Textbook/TextbookSimulations,2022-10-12 19:10:15,2023-11-08 22:54:41.000000,2023-11-08 22:54:34,56.0,3.0,,11.0,2.0,0,True,,,4.0,,,,,"['julia', 'jupyter']",,,,,,,,,,,,,,,,,,,,,,,
+14,UTK ECE 522 - Power System Analysis II,book,True,CURENT/ece522,MIT,Hands-on Project for Power System Analysis II (UTK ECE 522).,https://github.com/CURENT/ece522,https://ltb.curent.org/,2023-01-18 03:35:44,2025-02-01 19:05:43.000000,2025-02-01 19:05:41,14.0,1.0,,4.0,4.0,0,True,,2.0,1.0,,,,,"['python', 'jupyter']",1.0,,,,,,,,,,,,,,,,,,,,,,
+15,ELEC0447 Analysis of Electric Power and Energy Systems,book,True,bcornelusse/ELEC0447-analysis-power-systems,BSD-2.0,Masters course of power systems analysis at ULige.,https://github.com/bcornelusse/ELEC0447-analysis-power-systems,https://github.com/bcornelusse/ELEC0447-analysis-power-systems,2020-06-17 14:45:34,2024-11-28 10:42:50.000000,2024-11-28 10:42:45,268.0,6.0,1.0,20.0,6.0,0,True,,4.0,1.0,,,,,"['python', 'jupyter']",4.0,,,,,,,,,,,,,,,,,,,,,,
+16,Tutorial on DER Hosting Capacity Part 0,book,True,Team-Nando/Tutorial-DERHostingCapacity-0-dss_python,BSD-3.0,Using dss_python.,https://github.com/Team-Nando/Tutorial-DERHostingCapacity-0-dss_python,https://sites.google.com/view/luisfochoa/research/research-team,2022-11-30 04:16:00,2024-12-09 04:10:44.000000,2024-12-09 04:10:38,45.0,1.0,,5.0,5.0,0,True,,,,,,,,['jupyter'],2.0,,,,,,,,,,,,,,,,,,,,,,
+17,Tutorial on DER Hosting Capacity Part 1,book,True,Team-Nando/Tutorial-DERHostingCapacity-1-AdvancedTools_LV,BSD-3.0,Advanced Tools for the Analysis of Three-Phase Unbalanced LV Networks.,https://github.com/Team-Nando/Tutorial-DERHostingCapacity-1-AdvancedTools_LV,https://sites.google.com/view/luisfochoa/research/research-team,2023-03-09 03:28:07,2024-12-09 04:11:06.000000,2024-12-09 04:11:01,32.0,3.0,,1.0,5.0,0,True,,,,,,,,['jupyter'],2.0,,,,,,,,,,,,,,,,,,,,,,
+18,Tutorial on DER Hosting Capacity Part 2,book,True,Team-Nando/Tutorial-DERHostingCapacity-2-TimeSeries_LV,BSD-3.0,Time-Series Analysis and PV Hosting Capacity of LV Networks.,https://github.com/Team-Nando/Tutorial-DERHostingCapacity-2-TimeSeries_LV,https://sites.google.com/view/luisfochoa/research/research-team,2022-12-01 03:15:41,2024-12-09 04:22:49.000000,2024-12-09 04:22:09,39.0,1.0,,2.0,6.0,0,True,,,,,,,,['jupyter'],1.0,,,,,,,,,,,,,,,,,,,,,,
+19,Tutorial on DER Hosting Capacity Part 3,book,True,Team-Nando/Tutorial-DERHostingCapacity-3-VoltWatt_LV,BSD-3.0,Volt-Watt Control and PV Hosting Capacity of LV Networks.,https://github.com/Team-Nando/Tutorial-DERHostingCapacity-3-VoltWatt_LV,https://sites.google.com/view/luisfochoa/research/research-team,2023-05-29 06:17:07,2024-12-09 03:05:32.000000,2024-12-09 03:05:23,18.0,,,1.0,4.0,0,True,,,,,,,,['jupyter'],1.0,,,,,,,,,,,,,,,,,,,,,,
+20,Tutorial on DER Hosting Capacity Part 4,book,True,Team-Nando/Tutorial-DERHostingCapacity-4-MonteCarlo_MV-LV,BSD-3.0,Monte Carlo Assessment of PV Hosting Capacity of an Integrated MV-LV Network.,https://github.com/Team-Nando/Tutorial-DERHostingCapacity-4-MonteCarlo_MV-LV,https://sites.google.com/view/luisfochoa/research/research-team,2023-05-29 23:51:23,2024-12-09 03:42:30.000000,2024-12-09 03:42:26,27.0,2.0,,2.0,5.0,0,True,,,,,,,,['jupyter'],1.0,,,,,,,,,,,,,,,,,,,,,,
+21,OR-Tools,ops,,google/or-tools,Apache-2,Google Optimization Tools.,https://github.com/google/or-tools,https://developers.google.com/optimization/,2015-02-21 01:25:35,2025-02-06 15:57:00.000000,2025-01-19 16:45:11,13270.0,2156.0,59.0,11588.0,182.0,39,True,https://developers.google.com/optimization/introduction,309.0,487.0,2945.0,2024-09-16 06:27:03.000,9.11.4210,79.0,"['gha', 'python', 'c', 'java']",10.0,ortools,conda-forge/ortools-python,858516.0,1630603.0,544.0,286.0,https://pypi.org/project/ortools,2024-09-16 06:27:03.000,258.0,1620539.0,https://anaconda.org/conda-forge/ortools-python,2023-06-16 19:27:43.665,98701.0,1.0,,,,,,,,
+22,Xopt,ops,,google/or-tools,MPL-2.0,Flexible high-level optimization in Python.,https://github.com/google/or-tools,https://github.com/google/or-tools,2015-02-21 01:25:35,2025-02-06 15:57:00.000000,2025-01-19 16:45:11,13270.0,2156.0,59.0,11588.0,182.0,37,True,https://xopt.xopt.org/index.html,309.0,487.0,2945.0,2025-02-03 22:41:31.000,2.5.3,48.0,"['gha', 'python', 'pypi', 'conda']",10.0,xopt,conda-forge/xopt,858516.0,10339.0,289.0,286.0,https://pypi.org/project/xopt,2025-02-03 22:41:31.000,3.0,1809.0,https://anaconda.org/conda-forge/xopt,2025-02-04 06:57:51.977,42929.0,1.0,,,,,,,,
+23,CVXPY,opl,,cvxpy/cvxpy,Apache-2,Convex optimization modeling language.,https://github.com/cvxpy/cvxpy,https://github.com/cvxpy/cvxpy,2013-07-01 23:48:58,2025-02-05 21:21:43.000000,2025-02-05 21:21:36,3591.0,1068.0,225.0,5594.0,212.0,37,True,http://www.cvxpy.org/,125.0,1043.0,1270.0,2024-11-14 23:49:14.000,1.5.4,131.0,"['gha', 'pypi', 'conda', 'python']",30.0,cvxpy,conda-forge/cvxpy,543.0,2573956.0,15561.0,14980.0,https://pypi.org/project/cvxpy,2024-11-14 23:49:14.000,581.0,2546385.0,https://anaconda.org/conda-forge/cvxpy,2025-01-05 19:21:22.441,1543554.0,1.0,,,,,,,,
+24,Pyomo,opl,,Pyomo/pyomo,BSD-3,Python-based Optimization Modeling Language.,https://github.com/Pyomo/pyomo,https://www.pyomo.org,2016-05-27 19:33:45,2025-02-06 05:25:43.000000,2025-02-06 05:25:43,26209.0,519.0,303.0,2102.0,165.0,37,True,https://pyomo.readthedocs.io/en/stable/,61.0,2081.0,1095.0,2024-11-19 00:02:07.000,6.8.2,69.0,"['gha', 'pypi', 'conda', 'jupyter', 'python']",296.0,Pyomo,conda-forge/pyomo,3895.0,418107.0,2997.0,2739.0,https://pypi.org/project/Pyomo,2024-11-18 22:55:21.000,258.0,393556.0,https://anaconda.org/conda-forge/pyomo,2024-11-19 06:38:43.936,1368817.0,1.0,,,,,,,,
+25,Tulip,ops,,google/or-tools,MPL-2.0,Interior-point solver in pure Julia.,https://github.com/google/or-tools,https://github.com/google/or-tools,2015-02-21 01:25:35,2025-02-06 15:57:00.000000,2025-01-19 16:45:11,13270.0,2156.0,59.0,11588.0,182.0,35,True,https://ds4dm.github.io/Tulip.jl/stable/,309.0,487.0,2945.0,2024-09-13 14:35:44.000,9.11,48.0,"['gha', 'julia']",10.0,,,858516.0,7597.0,286.0,286.0,,,,,,,,2.0,,,,,,,,
+26,HiGHS,ops,,ERGO-Code/HiGHS,MIT,Large-scale Sparse Linear Problem Optimizer.,https://github.com/ERGO-Code/HiGHS,https://highs.dev/,2018-03-27 13:57:58,2025-02-05 21:08:28.000000,2025-01-01 15:29:20,10728.0,194.0,103.0,1043.0,79.0,33,True,https://ergo-code.github.io/HiGHS/,37.0,1230.0,695.0,2024-12-21 00:51:48.000,1.9.0,17.0,"['gha', 'pypi', 'conda', 'jupyter', 'python', 'c']",151.0,highspy,conda-forge/highs,,172603.0,344.0,297.0,https://pypi.org/project/highspy,2024-12-20 19:12:50.000,47.0,171506.0,https://anaconda.org/conda-forge/highs,2024-12-21 09:56:26.096,20858.0,2.0,,,,,,,,
+27,PyPSA,steady-state,,PyPSA/PyPSA,MIT,Python for Power System Analysis.,https://github.com/PyPSA/PyPSA,https://pypsa.org,2016-01-11 09:04:18,2025-02-06 11:56:44.000000,2025-02-06 11:56:33,2888.0,484.0,109.0,1359.0,92.0,32,True,https://pypsa.readthedocs.io/en/latest/,72.0,732.0,296.0,2025-02-06 11:24:48.000,0.33.0,65.0,"['gha', 'pypi', 'conda', 'python', 'jupyter']",44.0,pypsa,conda-forge/pypsa,,11050.0,267.0,240.0,https://pypi.org/project/pypsa,2025-02-06 11:24:48.000,27.0,8995.0,https://anaconda.org/conda-forge/pypsa,2025-01-24 08:13:57.114,113040.0,1.0,1.0,,,,,,,
+28,pandapower,steady-state,,e2nIEE/pandapower,BSD-3,Convenient Power System Modelling and Analysis.,https://github.com/e2nIEE/pandapower,https://www.pandapower.org/,2017-01-12 13:27:53,2025-02-05 21:20:32.000000,2025-02-05 21:20:32,9497.0,476.0,232.0,920.0,145.0,32,True,https://pandapower.readthedocs.io/en/latest/,52.0,1371.0,826.0,2024-08-07 13:31:06.000,2.14.11,48.0,"['gha', 'pypi', 'conda', 'jupyter', 'python']",220.0,pandapower,conda-forge/pandapower,,30452.0,474.0,416.0,https://pypi.org/project/pandapower,2024-12-20 07:06:49.000,58.0,30024.0,https://anaconda.org/conda-forge/pandapower,2024-12-29 08:56:06.461,23086.0,1.0,-1.0,pauldepraz/pandapowerapi,https://hub.docker.com/r/pauldepraz/pandapowerapi,2021-02-09 18:05:17.389840,101.0,,,
+29,OSQP,ops,,osqp/osqp,Apache-2,Operator Splitting QP Solver.,https://github.com/osqp/osqp,https://osqp.org,2016-09-27 03:02:46,2025-01-17 16:40:46.000000,2025-01-17 16:39:58,2858.0,358.0,99.0,1776.0,35.0,31,True,https://osqp.org/docs/get_started/,42.0,281.0,264.0,2024-05-22 20:16:31.000,0.6.7,36.0,"['gha', 'pypi', 'conda', 'python', 'c', 'julia', 'octave', 'r']",8.0,osqp,conda-forge/osqp,95458.0,3643092.0,85.0,,https://pypi.org/project/osqp,2024-10-11 02:13:27.000,85.0,3619544.0,https://anaconda.org/conda-forge/osqp,2024-10-22 00:55:19.396,1104165.0,2.0,,,,,,,,
+30,PySCIPOpt,ops,,scipopt/PySCIPOpt,MIT,Python interface for SCIP.,https://github.com/scipopt/PySCIPOpt,https://www.scipopt.org/,2016-05-19 14:29:21,2025-02-01 22:52:38.000000,2025-02-01 22:52:38,2096.0,252.0,30.0,847.0,76.0,30,True,https://scipopt.github.io/PySCIPOpt/docs/html/,25.0,404.0,511.0,2024-11-14 11:44:24.000,5.2.1,66.0,"['gha', 'pypi', 'conda', 'python']",42.0,PySCIPOpt,conda-forge/pyscipopt,,45957.0,329.0,294.0,https://pypi.org/project/PySCIPOpt,2024-10-31 09:58:56.000,35.0,36737.0,https://anaconda.org/conda-forge/pyscipopt,2024-11-14 17:45:55.490,442597.0,2.0,-1.0,,,,,,,
+31,Ipopt,ops,,coin-or/Ipopt,EPL-2.0,COIN-OR Interior Point Optimizer.,https://github.com/coin-or/Ipopt,https://www.coin-or.org/,2019-01-28 12:24:22,2024-12-16 14:03:01.961000,2024-12-14 15:15:59,2399.0,285.0,13.0,1487.0,35.0,28,True,https://coin-or.github.io/Ipopt/,46.0,35.0,597.0,2024-12-14 15:03:46.000,releases/3.14.17,32.0,"['pypi', 'conda', 'python']",30.0,ipopt,conda-forge/ipopt,18498.0,30247.0,10.0,,https://pypi.org/project/ipopt,2021-04-07 07:03:48.000,10.0,1122.0,https://anaconda.org/conda-forge/ipopt,2024-12-16 14:03:01.961,1497990.0,2.0,,,,,,,,
+32,OpenModelica,cosime,,OpenModelica/OpenModelica,https://modelica.org/licenses/ModelicaLicense2/,Modelica-based environment for modeling and simulation.,https://github.com/OpenModelica/OpenModelica,https://openmodelica.org,2015-05-03 16:59:29,2025-02-06 17:39:39.000000,2025-02-06 17:39:36,37272.0,309.0,2044.0,912.0,195.0,28,True,https://openmodelica.org/useresresources/userdocumentation,53.0,5080.0,6091.0,2025-02-04 15:39:09.000,1.24.4,26.0,['modelica'],221.0,,,385.0,400.0,,,,,,,,,,1.0,,openmodelica/openmodelica,https://hub.docker.com/r/openmodelica/openmodelica,2025-02-05 13:01:05.233523,46474.0,6.0,,
+33,SCS,ops,,cvxgrp/scs,MIT,Splitting Conic Solver.,https://github.com/cvxgrp/scs,https://github.com/cvxgrp/scs,2013-11-29 23:11:16,2025-01-28 15:29:11.000000,2025-01-28 15:29:03,1267.0,138.0,44.0,564.0,29.0,28,True,https://www.cvxgrp.org/scs/,36.0,122.0,141.0,2024-08-24 15:40:59.000,3.2.7,44.0,"['gha', 'pypi', 'conda', 'python', 'octave', 'julia', 'r', 'c']",6.0,scs,conda-forge/scs,,3284273.0,56.0,,https://pypi.org/project/scs,2025-01-04 17:00:19.000,56.0,3259894.0,https://anaconda.org/conda-forge/scs,2025-01-05 23:41:30.140,1243356.0,2.0,,,,,,,,
+34,Power Grid Model,steady-state,,PowerGridModel/power-grid-model,MPL-2.0,Steady-state distribution power system analysis.,https://github.com/PowerGridModel/power-grid-model,https://github.com/PowerGridModel/power-grid-model,2022-01-20 12:31:31,2025-02-06 14:44:53.000000,2025-01-28 10:10:30,7189.0,33.0,67.0,158.0,25.0,28,True,https://power-grid-model.readthedocs.io/en/stable/,5.0,675.0,142.0,2025-01-28 10:42:54.000,1.10.44,559.0,"['gha', 'pypi', 'conda', 'python', 'c']",427.0,power-grid-model,conda-forge/power-grid-model,413.0,296223.0,32.0,26.0,https://pypi.org/project/power-grid-model,2025-01-28 10:42:35.000,6.0,151223.0,https://anaconda.org/conda-forge/power-grid-model,2025-01-28 20:04:21.222,3043297.0,1.0,,,,,,,,
+35,CVXOPT,opl,,cvxopt/cvxopt,GPL-3,Python Software for Convex Optimization.,https://github.com/cvxopt/cvxopt,https://cvxopt.org/,2013-02-22 22:14:31,2024-10-23 07:22:22.000000,2024-10-23 07:22:17,58.0,208.0,40.0,1007.0,9.0,27,True,http://cvxopt.org/userguide/,40.0,68.0,150.0,2023-08-09 14:30:49.000,1.3.2,17.0,"['gha', 'pypi', 'conda', 'python', 'octave', 'julia']",,cvxopt,conda-forge/cvxopt,,646085.0,12740.0,12354.0,https://pypi.org/project/cvxopt,2023-08-09 14:30:49.000,386.0,621003.0,https://anaconda.org/conda-forge/cvxopt,2024-09-04 14:43:27.727,1304279.0,2.0,,,,,,,,
+36,GridCal,steady-state,,SanPen/GridCal,LGPL-3,Cross-platform power systems software.,https://github.com/SanPen/GridCal,https://www.advancedgridinsights.com/gridcal,2016-01-13 15:40:10,2025-02-05 15:39:17.000000,2025-01-22 20:21:58,6815.0,97.0,5.0,438.0,50.0,27,True,https://gridcal.readthedocs.io/en/latest/?badge=latest,33.0,143.0,182.0,2025-02-05 15:39:17.000,5.3.5,373.0,"['gha', 'pypi', 'python']",632.0,GridCal,,49.0,6223.0,10.0,10.0,https://pypi.org/project/GridCal,2025-02-05 15:39:17.000,,6223.0,,,,1.0,,,,,,,,
+37,Clarabel.rs,ops,,oxfordcontrol/Clarabel.rs,Apache-2.0,Interior-point solver for convex conic optimisation in Rust.,https://github.com/oxfordcontrol/Clarabel.rs,https://github.com/oxfordcontrol/Clarabel.rs,2022-04-17 13:48:34,2025-02-05 21:39:48.000000,2025-02-03 11:45:29,547.0,32.0,16.0,388.0,11.0,27,True,https://oxfordcontrol.github.io/ClarabelDocs/stable/,14.0,112.0,41.0,2025-02-02 20:54:40.000,0.10.0,16.0,"['gha', 'pypi', 'conda', 'python', 'rust']",102.0,clarabel,conda-forge/clarabel,,1385126.0,58.0,27.0,https://pypi.org/project/clarabel,2025-02-02 20:54:40.000,31.0,1375010.0,https://anaconda.org/conda-forge/clarabel,2025-02-03 14:31:04.784,161859.0,3.0,3.0,,,,,,,
+38,JuMP,opl,,jump-dev/JuMP.jl,MPL-2.0,Julia-based Optimization Modeling Language.,https://github.com/jump-dev/JuMP.jl,https://jump.dev,2012-10-10 00:34:45,2025-02-05 06:08:03.000000,2025-02-05 05:23:56,5021.0,397.0,12.0,2264.0,160.0,25,True,https://jump.dev/JuMP.jl/stable/,84.0,2395.0,1476.0,2025-02-04 20:13:32.000,1.24.0,81.0,"['gha', 'jupyter', 'julia']",38.0,,,,,,,,,,,,,,3.0,-1.0,,,,,,,
+39,precice,cosime,,precice/precice,LGPL-3.0,Precise Code Interaction Coupling Environment.,https://github.com/precice/precice,https://precice.org/,2015-05-22 14:05:22,2025-02-06 03:17:48.130257,2025-02-05 12:04:20,5277.0,184.0,203.0,777.0,59.0,25,True,https://precice.org/docs.html,39.0,1298.0,677.0,2024-08-27 19:31:17.000,3.1.2,32.0,"['gha', 'c']",60.0,pyprecice,conda-forge/pyprecice,31909.0,4430.0,8.0,,https://pypi.org/project/pyprecice,2024-12-05 11:33:19.000,8.0,1475.0,https://anaconda.org/conda-forge/pyprecice,2024-08-28 04:49:54.578,93197.0,3.0,,precice/precice,https://hub.docker.com/r/precice/precice,2025-02-06 03:17:48.130257,23436.0,,,
+40,GridStatus,data,,kmax12/gridstatus,BSD-3,Extract data from ISOs and other sources.,https://github.com/gridstatus/gridstatus,https://www.gridstatus.io,2022-07-28 19:24:20,2025-02-05 01:03:31.000000,2025-02-05 01:03:21,541.0,59.0,47.0,306.0,32.0,25,True,https://docs.gridstatus.io/en/latest/,9.0,423.0,71.0,2025-01-27 14:51:43.000,0.29.1,30.0,"['gha', 'pypi', 'python']",53.0,gridstatus,,,12650.0,20.0,18.0,https://pypi.org/project/gridstatus,2025-01-27 14:51:43.000,2.0,12650.0,,,,1.0,,,,,,,gridstatus/gridstatus,
+41,HELICS,msg,,GMLC-TDC/HELICS,BSD-3,Co-simulation framework.,https://github.com/GMLC-TDC/HELICS,https://helics.org/tools/,2017-06-01 17:03:19,2025-02-06 00:05:47.000000,2024-12-10 00:17:33,3560.0,41.0,92.0,129.0,39.0,25,True,https://docs.helics.org/en/latest/,16.0,2014.0,578.0,2024-12-26 20:15:43.000,3.6.0,105.0,"['gha', 'pypi', 'conda', 'python', 'julia', 'octave', 'java', 'c']",19.0,helics,conda-forge/helics,26234.0,21540.0,13.0,,https://pypi.org/project/helics,2024-12-26 20:15:43.000,13.0,20966.0,https://anaconda.org/conda-forge/helics,2023-06-16 16:09:19.777,20708.0,1.0,,,,,,,,
+42,ECOS,ops,,embotech/ecos,GPL-3,Conic solver for second-order cone programming.,https://github.com/embotech/ecos,https://github.com/embotech/ecos,2013-02-11 21:27:50,2024-09-10 06:48:58.359000,2022-01-04 22:33:07,622.0,123.0,66.0,492.0,40.0,24,True,https://github.com/embotech/ecos/wiki,36.0,65.0,95.0,2024-06-18 03:47:45.000,2.0.14,24.0,"['python', 'julia', 'c', 'octave', 'r']",,ecos,conda-forge/ecos,,2207526.0,49.0,,https://pypi.org/project/ecos,2024-06-18 03:47:45.000,49.0,2187977.0,https://anaconda.org/conda-forge/ecos,2024-09-10 06:48:58.359,997011.0,3.0,,,,,,,,
+43,Atlite,data,,PyPSA/atlite,BSD-2,Calculating Renewable Power Potentials.,https://github.com/PyPSA/atlite,https://pypsa.org,2016-11-03 23:59:25,2025-02-04 10:01:40.000000,2025-02-04 10:01:38,788.0,101.0,39.0,290.0,40.0,24,True,https://atlite.readthedocs.io/en/master/?badge=master,14.0,299.0,95.0,2025-01-30 11:12:40.000,0.4.0,20.0,"['gha', 'pypi', 'conda', 'jupyter', 'python']",23.0,atlite,conda-forge/atlite,,4248.0,85.0,85.0,https://pypi.org/project/atlite,2025-01-30 11:12:40.000,,3049.0,https://anaconda.org/conda-forge/atlite,2025-01-13 09:00:44.230,67147.0,2.0,,,,,,,,
+44,LTB ANDES,phasor,,CURENT/andes,GPL-3,Transient Stability Simulator; CURENT LTB.,https://github.com/CURENT/andes,https://ltb.curent.org/,2016-11-07 01:04:50,2025-01-05 22:46:39.355000,2025-01-05 16:16:39,4612.0,114.0,9.0,247.0,23.0,24,True,https://docs.andes.app/en/latest/,15.0,281.0,61.0,2025-01-05 17:48:40.000,1.9.3,114.0,"['gha', 'azure', 'pypi', 'conda', 'jupyter', 'python', 'julia']",34.0,andes,conda-forge/andes,,13251.0,28.0,24.0,https://pypi.org/project/andes,2025-01-05 17:48:40.000,4.0,3148.0,https://anaconda.org/conda-forge/andes,2025-01-05 22:46:39.355,575901.0,1.0,,CURENT/andes,https://hub.docker.com/r/CURENT/andes,,,,,
+45,powerplantmatching,data,,PyPSA/powerplantmatching,BSD-2,Tools to combine multiple power plant databases.,https://github.com/PyPSA/powerplantmatching,https://pypsa.org,2016-08-15 16:36:25,2025-02-04 09:08:17.000000,2025-02-04 09:08:15,983.0,61.0,18.0,169.0,33.0,24,True,https://atlite.readthedocs.io/en/master/?badge=master,20.0,134.0,72.0,2025-02-01 11:01:49.000,0.7.1,33.0,"['gha', 'pypi', 'conda', 'python']",18.0,powerplantmatching,conda-forge/powerplantmatching,87.0,3615.0,65.0,65.0,https://pypi.org/project/powerplantmatching,2025-02-01 11:01:49.000,,2460.0,https://anaconda.org/conda-forge/powerplantmatching,2025-02-01 21:53:28.804,57700.0,2.0,,,,,,,,
+46,pandapipes,gasnet,,e2nIEE/pandapipes,BSD-3,Pipeflow Calculation Tool.,https://github.com/e2nIEE/pandapipes,https://www.pandapipes.org/,2020-02-03 15:04:57,2025-02-06 13:37:22.000000,2025-02-06 13:37:18,2141.0,63.0,78.0,158.0,24.0,24,True,https://jkpandapipes.readthedocs.io/en/latest/,13.0,493.0,87.0,2024-11-07 15:24:10.000,0.11.0,19.0,"['gha', 'pypi', 'jupyter', 'python']",28.0,pandapipes,,,4086.0,35.0,27.0,https://pypi.org/project/pandapipes,2024-12-04 13:21:51.000,8.0,4086.0,,,,1.0,,,,,,,,
+47,PowSyBl Core,steady-state,,powsybl/powsybl-core,MPL-2.0,Framework to build power system software.,https://github.com/powsybl/powsybl-core,https://www.powsybl.org,2017-09-29 14:51:18,2025-02-06 17:18:14.000000,2025-02-04 11:21:51,3383.0,43.0,271.0,128.0,114.0,24,True,https://www.javadoc.io/doc/com.powsybl/powsybl-core/latest/,22.0,2761.0,345.0,2025-01-23 09:56:20.000,6.6.1,100.0,"['gha', 'java']",62.0,,,,,88.0,88.0,,,,,,,,2.0,,,,,,,,
+48,CBC,ops,,coin-or/Cbc,EPL-2.0,COIN-OR Branch-and-Cut solver.,https://github.com/coin-or/Cbc,https://www.coin-or.org/,2019-03-02 23:20:41,2025-02-05 12:38:14.000000,2025-02-05 12:38:00,2506.0,116.0,136.0,844.0,34.0,23,True,https://coin-or.github.io/Cbc/Doxygen/,41.0,78.0,354.0,2024-08-20 07:17:43.000,releases/2.10.12,14.0,"['gha', 'conda', 'python', 'julia', 'c']",12.0,,conda-forge/coincbc,37163.0,23833.0,,,,,,,https://anaconda.org/conda-forge/coincbc,2024-09-03 09:37:28.541,1211384.0,3.0,,,,,,,,
+49,Clp,ops,,coin-or/Cbc,EPL-2.0,COIN-OR Linear Programming Solver.,https://github.com/coin-or/Cbc,https://www.coin-or.org/,2019-03-02 23:20:41,2025-02-05 12:38:14.000000,2025-02-05 12:38:00,2506.0,116.0,136.0,844.0,34.0,23,True,https://coin-or.github.io/Clp/,41.0,78.0,354.0,2024-08-20 07:17:43.000,releases/2.10.12,11.0,"['gha', 'conda', 'python', 'julia', 'c']",12.0,,conda-forge/coin-or-clp,37163.0,16535.0,,,,,,,https://anaconda.org/conda-forge/coin-or-clp,2024-08-22 11:56:15.953,847880.0,3.0,,,,,,,,
+50,Grid2Op,mrl,,rte-france/Grid2Op,MPL-2.0,Modeling sequential decision making in power systems.,https://github.com/Grid2op/grid2op,https://l2rpn.chalearn.org/,2019-10-10 17:04:46,2025-01-28 08:20:00.000000,2025-01-28 08:19:19,3158.0,117.0,57.0,308.0,32.0,23,True,https://grid2op.readthedocs.io/en/latest/,20.0,298.0,312.0,2024-10-15 12:45:49.000,1.10.5,87.0,"['gha', 'pypi', 'jupyter', 'python']",2.0,Grid2Op,,,3339.0,20.0,,https://pypi.org/project/Grid2Op,2024-12-16 16:25:30.000,20.0,3182.0,,,,1.0,,bdonnot/grid2op,https://hub.docker.com/r/bdonnot/grid2op,2022-07-05 14:02:10.644952,10077.0,1.0,Grid2op/grid2op,
+51,PyPowSyBl,steady-state,,powsybl/pypowsybl,MPL-2.0,A PowSyBl and Python integration.,https://github.com/powsybl/pypowsybl,https://www.powsybl.org,2020-11-09 10:30:33,2025-02-06 13:25:04.000000,2025-02-06 13:25:02,697.0,12.0,68.0,62.0,31.0,23,True,https://pypowsybl.readthedocs.io/en/latest/,21.0,729.0,157.0,2025-01-14 14:24:45.000,1.9.0,43.0,"['gha', 'pypi', 'python', 'java', 'jupyter']",41.0,pypowsybl,,262.0,10897.0,7.0,,https://pypi.org/project/pypowsybl,2025-01-14 14:02:01.000,7.0,10892.0,,,,2.0,,,,,,,,
+52,LightSim2Grid,steady-state,,BDonnot/lightsim2grid,MPL-2.0,A fast backend for the Grid2Op.,https://github.com/Grid2op/lightsim2grid,https://l2rpn.chalearn.org/,2020-03-09 07:35:27,2025-02-06 08:38:32.000000,2025-02-06 08:38:32,856.0,11.0,18.0,53.0,6.0,23,True,https://lightsim2grid.readthedocs.io/en/latest/,3.0,50.0,36.0,2025-02-05 08:24:28.000,0.10.1,32.0,"['gha', 'pypi', 'python']",48.0,LightSim2Grid,,282.0,25097.0,74.0,52.0,https://pypi.org/project/LightSim2Grid,2025-02-05 08:24:28.000,22.0,25087.0,,,,2.0,,bdonnot/lightsim2grid,https://hub.docker.com/r/bdonnot/lightsim2grid,2022-02-01 17:50:28.347059,319.0,,Grid2op/lightsim2grid,
+53,PowerSimulations.jl,steady-state,,NREL-Sienna/PowerSimulations.jl,BSD-3,Power Systems optimization simulation and modeling; NREL Sienna.,https://github.com/NREL-Sienna/PowerSimulations.jl,https://www.nrel.gov/analysis/sienna.html,2017-11-03 21:11:22,2025-02-06 17:45:28.000000,2025-02-05 22:47:30,9402.0,59.0,50.0,289.0,38.0,22,True,https://nrel-sienna.github.io/PowerSimulations.jl/latest,20.0,856.0,315.0,2025-02-06 17:45:29.000,0.30.0,100.0,"['gha', 'julia']",135.0,,,,,,,,,,,,,,2.0,,,,,,,,
+54,GridPath,steady-state,,blue-marble/gridpath,Apache-2,Power system planning and operations.,https://github.com/blue-marble/gridpath,https://www.gridpath.io/,2016-08-12 18:13:28,2025-02-06 00:13:28.000000,2025-02-05 20:17:05,1520.0,36.0,76.0,103.0,11.0,22,True,https://gridpath.readthedocs.io/en/latest/?badge=latest,11.0,876.0,260.0,2025-01-21 23:49:30.000,2025.2.0,28.0,"['gha', 'python']",54.0,GridPath,,1251.0,454.0,4.0,4.0,https://pypi.org/project/GridPath,2025-01-21 23:49:30.000,,433.0,,,,2.0,,,,,,,,
+55,DynaΟo,phasor,,dynawo/dynawo,MPL-2.0,C++/Modelica simulation tools for power systems.,https://github.com/dynawo/dynawo,http://dynawo.org,2019-01-29 13:29:35,2025-02-06 16:57:20.000000,2025-02-06 12:45:38,2422.0,24.0,122.0,79.0,56.0,22,True,https://dynawo.github.io/docs/,9.0,2059.0,1378.0,2024-05-21 08:44:47.000,1.6.0,18.0,"['gha', 'modelica']",60.0,,,17163.0,235.0,,,,,,,,,,1.0,,,,,,,,
+56,DPsim,emt,,sogno-platform/dpsim,MPL-2.0,Simulation for both EMT and phasor.,https://github.com/sogno-platform/dpsim,https://dpsim.fein-aachen.org/,2020-01-29 08:49:59,2025-01-31 11:23:57.000000,2025-01-24 19:19:39,4614.0,53.0,83.0,76.0,34.0,22,True,https://dpsim.fein-aachen.org/docs/,10.0,199.0,65.0,2023-07-13 13:38:01.948,1.1.1,9.0,"['gha', 'pypi', 'jupyter', 'python', 'c']",63.0,dpsim,,,360.0,10.0,10.0,https://pypi.org/project/dpsim,2022-12-10 09:56:59.646,,360.0,,,,1.0,,,,,,,,
+57,AMPLPY,ops,,ampl/amplpy,BSD-3,Python API for AMPL.,https://github.com/ampl/amplpy,https://ampl.com/,2017-06-27 00:22:07,2025-02-06 17:04:55.000000,2025-02-06 14:25:36,789.0,19.0,1.0,74.0,9.0,22,True,https://amplpy.readthedocs.io/en/latest/,13.0,7.0,46.0,2024-05-23 16:41:59.000,0.14.0,171.0,"['gha', 'pypi', 'conda', 'jupyter', 'python']",30.0,amplpy,conda-forge/amplpy,,83213.0,107.0,103.0,https://pypi.org/project/amplpy,2024-11-26 20:18:45.000,4.0,75939.0,https://anaconda.org/conda-forge/amplpy,2024-05-30 08:48:34.747,392808.0,3.0,,,,,,,,
+58,PyPSA-Eur,steady-state,,PyPSA/pypsa-eur,MIT,Sector-Coupled Optimisation Model of the European Energy System.,https://github.com/PyPSA/pypsa-eur,https://pypsa.org,2017-10-11 23:54:41,2025-02-06 16:13:01.000000,2025-02-06 16:04:30,5432.0,249.0,151.0,386.0,82.0,21,True,https://pypsa-eur.readthedocs.io/en/latest/?badge=latest,18.0,1035.0,372.0,2025-01-24 21:21:36.000,2025.01.0,18.0,"['gha', 'python']",91.0,,,,,,,,,,,,,,2.0,,nimfetrisa/pypsa-eur,https://hub.docker.com/r/nimfetrisa/pypsa-eur,,,,,
+59,PYPOWER,steady-state,,rwl/PYPOWER,BSD,Port of MATPOWER to Python.,https://github.com/rwl/PYPOWER,rwl.github.io/PYPOWER/api/,2009-05-22 12:14:47,2024-09-02 19:20:30.000000,2024-09-02 19:19:24,353.0,110.0,33.0,352.0,20.0,21,True,http://rwl.github.io/PYPOWER/index.html,25.0,44.0,12.0,2024-09-02 19:20:30.000,5.1.17,18.0,"['gha', 'pypi', 'conda', 'python']",,PYPOWER,invenia/pypower,,18174.0,144.0,130.0,https://pypi.org/project/PYPOWER,2024-09-02 19:20:30.000,14.0,18140.0,https://anaconda.org/invenia/pypower,2023-06-16 13:21:19.108,3172.0,2.0,,hwanghust/pypower,https://hub.docker.com/r/hwanghust/pypower,2019-05-19 07:28:05.197725,24.0,,,
+60,MATPOWER,steady-state,,MATPOWER/matpower,BSD-3,Steady state power flow simulation.,https://github.com/MATPOWER/matpower,https://matpower.org/,2016-12-16 19:12:30,2024-10-09 19:00:43.032147,2024-10-09 17:56:04,2537.0,153.0,19.0,443.0,18.0,20,True,https://matpower.org/doc/,30.0,46.0,190.0,2024-05-17 23:07:00.000,8.0,5.0,"['gha', 'octave']",,,,510455.0,6826.0,,,,,,,,,,2.0,,matpower/matpower,https://hub.docker.com/r/matpower/matpower,2024-10-09 19:00:43.032147,1971.0,,,
+61,PyOptInterface,opl,,metab0t/PyOptInterface,MPL-2.0,Efficient modeling interface for optimization in Python.,https://github.com/metab0t/PyOptInterface,https://github.com/metab0t/PyOptInterface,2023-06-13 16:11:33,2025-01-27 09:30:32.000000,2025-01-27 09:10:15,388.0,13.0,3.0,256.0,2.0,20,True,https://metab0t.github.io/PyOptInterface/,5.0,2.0,16.0,2025-01-27 09:30:32.000,0.4.0,13.0,"['gha', 'pypi', 'jupyter', 'python']",102.0,pyoptinterface,,,5038.0,16.0,12.0,https://pypi.org/project/pyoptinterface,2025-01-27 09:30:32.000,4.0,5038.0,,,,3.0,,,,,,,,
+62,GridLAB-D,phasor,,gridlab-d/gridlab-d,https://github.com/gridlab-d/gridlab-d/blob/master/LICENSE,Distribution power system simulator.,https://github.com/gridlab-d/gridlab-d,https://www.gridlabd.org/,2016-08-29 17:43:21,2025-01-07 00:32:10.000000,2024-02-22 22:43:24,4394.0,104.0,325.0,166.0,75.0,20,True,https://gridlab-d.shoutwiki.com/wiki/Source_documentation,25.0,151.0,1009.0,2025-01-07 00:39:44.000,5.3.0,7.0,"['c', 'gha']",,,,5531.0,66.0,,,,,,,,,,2.0,,,,,,,,
+63,PowerModels.jl,steady-state,,lanl-ansi/PowerModels.jl,BSD,Power Network Optimization.,https://github.com/lanl-ansi/PowerModels.jl,https://github.com/lanl-ansi/PowerModels.jl,2016-08-01 20:30:54,2025-01-24 21:49:15.000000,2024-11-03 21:58:51,985.0,153.0,93.0,405.0,30.0,19,True,https://lanl-ansi.github.io/PowerModels.jl/stable/,24.0,448.0,400.0,2024-11-04 01:25:21.000,0.21.3,78.0,"['gha', 'julia']",,,,,,,,,,,,,,,2.0,,,,,,,,
+64,GenX,steady-state,,GenXProject/GenX,GPL-2.0,Configurable capacity expansion model.,https://github.com/GenXProject/GenX.jl,https://energy.mit.edu/genx/,2021-05-19 17:57:57,2025-02-05 22:53:31.000000,2025-02-05 04:13:13,1102.0,121.0,47.0,287.0,35.0,19,True,https://genxproject.github.io/GenX/dev/,16.0,535.0,245.0,2025-02-05 04:40:15.000,0.4.4,16.0,['julia'],32.0,,,,,,,,,,,,,,2.0,,,,,,,GenXProject/GenX.jl,
+65,PIQP,ops,,PREDICT-EPFL/piqp,BSD-2,Proximal Interior Point Quadratic Programming solver.,https://github.com/PREDICT-EPFL/piqp,https://github.com/PREDICT-EPFL/piqp,2023-01-25 13:55:12,2025-02-05 15:01:30.000000,2024-10-15 09:58:32,344.0,14.0,5.0,96.0,3.0,19,True,https://predict-epfl.github.io/piqp/,7.0,3.0,6.0,2024-08-02 09:55:10.000,0.4.2,14.0,"['gha', 'pypi', 'conda', 'python', 'c', 'octave', 'r']",,piqp,conda-forge/piqp,477.0,54166.0,43.0,35.0,https://pypi.org/project/piqp,2024-08-02 09:55:10.000,8.0,43463.0,https://anaconda.org/conda-forge/piqp,2024-10-31 15:55:38.087,192252.0,3.0,,,,,,,,
+66,OpenDSSDirect.py,intf,,dss-extensions/OpenDSSDirect.py,MIT,A direct library interface to OpenDSS.,https://github.com/dss-extensions/OpenDSSDirect.py,https://dss-extensions.org/,2017-06-20 19:18:22,2024-03-29 06:05:46.000000,2024-03-29 05:10:43,451.0,22.0,15.0,90.0,3.0,19,True,https://dss-extensions.org/OpenDSSDirect.py/,14.0,31.0,89.0,2024-03-29 06:18:05.000,0.9.4,43.0,"['gha', 'pypi', 'python', 'jupyter']",,OpenDSSDirect.py,,,4063.0,81.0,65.0,https://pypi.org/project/OpenDSSDirect.py,2021-03-11 01:53:34.000,16.0,4063.0,,,,1.0,,,,,,,,
+67,OpenIPSL,phasor,,OpenIPSL/OpenIPSL,BSD-3,A library of power system component models written in the Modelica.,https://github.com/OpenIPSL/OpenIPSL,https://github.com/OpenIPSL/OpenIPSL,2016-04-16 09:09:47,2024-12-19 08:18:59.000000,2024-12-17 17:15:46,1849.0,52.0,16.0,83.0,34.0,19,True,https://doc.openipsl.org,21.0,237.0,106.0,2022-06-23 13:05:59.000,3.0.1,15.0,"['gha', 'modelica']",51.0,,,504.0,4.0,,,,,,,,,,2.0,,,,,,,,
+68,PyPSA-USA,steady-state,,PyPSA/pypsa-usa,MIT,Power System Model for the United States.,https://github.com/PyPSA/pypsa-usa,https://pypsa.org,2022-06-07 15:13:26,2025-02-04 18:43:05.000000,2025-01-28 02:59:51,2308.0,27.0,87.0,72.0,12.0,19,True,https://pypsa-usa.readthedocs.io/,5.0,230.0,207.0,2025-01-09 21:46:35.000,0.5.0,6.0,['python'],178.0,,,,,,,,,,,,,,2.0,,,,,,,,
+69,PowerGenome,steady-state,,PowerGenome/PowerGenome,MIT,Create inputs for power systems models.,https://github.com/PowerGenome/PowerGenome,https://groups.io/g/powergenome,2019-07-18 17:33:40,2025-02-03 17:00:22.000000,2024-10-17 18:37:02,1758.0,65.0,72.0,202.0,17.0,18,True,https://github.com/PowerGenome/PowerGenome/wiki,18.0,204.0,79.0,2024-05-14 20:58:08.000,0.6.3,18.0,"['gha', 'pypi', 'conda', 'python']",,PowerGenome,conda-forge/powergenome,,298.0,,,https://pypi.org/project/PowerGenome,2024-05-14 20:58:08.000,,239.0,https://anaconda.org/conda-forge/powergenome,2024-01-02 04:04:47.685,777.0,3.0,,,,,,,,
+70,REopt,steady-state,,NREL/REopt_API,BSD-3,Renewable Energy Integration & Optimization.,https://github.com/NREL/REopt_API,https://www.nrel.gov/reopt/,2018-12-17 21:24:59,2025-02-05 18:28:08.000000,2025-01-23 21:46:16,5246.0,44.0,44.0,94.0,22.0,18,True,,9.0,545.0,40.0,2025-01-22 21:41:36.000,3.11.0,56.0,"['gha', 'python', 'julia']",36.0,,,573.0,9.0,,,,,,,,,,3.0,,,,,,,,
+71,py-dss-interface,intf,,PauloRadatz/py_dss_interface,MIT,A package for access to direct dll version of OpenDSS.,https://github.com/PauloRadatz/py_dss_interface,https://github.com/PauloRadatz/py_dss_interface,2020-06-12 18:58:36,2025-01-31 12:30:01.000000,2025-01-31 12:22:28,617.0,9.0,34.0,27.0,6.0,18,True,https://py-dss-interface.readthedocs.io/en/latest/,6.0,48.0,21.0,2024-03-21 00:57:23.000,2.0.4,19.0,"['gha', 'pypi', 'python', 'jupyter']",10.0,py-dss-interface,,,1013.0,37.0,33.0,https://pypi.org/project/py-dss-interface,2024-03-21 00:57:23.000,4.0,1013.0,,,,1.0,2.0,,,,,,,
+72,PowSyBl Diagram,vis,,powsybl/powsybl-diagram,MPL-2.0,single-line substation diagrams and network graph diagrams.,https://github.com/powsybl/powsybl-diagram,https://www.powsybl.org,2019-10-11 11:25:46,2025-02-05 09:37:24.000000,2024-12-16 14:46:21,522.0,13.0,61.0,78.0,27.0,17,True,https://www.powsybl.org/pages/documentation/developer/api_guide/svg-writing.html,20.0,505.0,104.0,2024-12-16 15:13:24.000,4.7.0,49.0,"['gha', 'java', 'jupyter']",8.0,,,,,30.0,30.0,,,,,,,,1.0,,,,,,,,
+73,RSOME,opl,,XiongPengNUS/rsome,GPL-3,Robust Stochastic Optimization Made Easy.,https://github.com/XiongPengNUS/rsome,https://github.com/XiongPengNUS/rsome,2020-07-26 13:00:05,2024-11-15 13:40:52.000000,2024-11-15 13:40:10,218.0,57.0,7.0,303.0,3.0,16,True,https://xiongpengnus.github.io/rsome/,4.0,20.0,37.0,2024-06-25 13:42:14.000,1.3.0,34.0,"['gha', 'pypi', 'jupyter', 'python']",1.0,rsome,,,3694.0,4.0,,https://pypi.org/project/rsome,2024-10-29 06:05:15.000,4.0,3694.0,,,,3.0,,,,,,,,
+74,Clarabel.jl,ops,,oxfordcontrol/Clarabel.jl,Apache-2.0,Interior-point solver for convex conic optimisation in Julia.,https://github.com/oxfordcontrol/Clarabel.jl,https://github.com/oxfordcontrol/Clarabel.jl,2021-11-09 14:28:22,2025-02-03 10:23:44.000000,2025-02-03 10:23:43,880.0,17.0,6.0,189.0,11.0,16,True,https://oxfordcontrol.github.io/ClarabelDocs/stable/,5.0,132.0,48.0,2025-02-02 20:51:00.000,0.10.0,16.0,"['gha', 'julia']",29.0,,,,,,,,,,,,,,3.0,2.0,,,,,,,
+75,MadNLP,ops,,MadNLP/MadNLP.jl,MIT,A solver for nonlinear programming with GPU support.,https://github.com/MadNLP/MadNLP.jl,https://github.com/MadNLP/MadNLP.jl,2020-09-16 23:07:35,2025-02-06 17:14:09.000000,2025-02-06 17:09:02,496.0,16.0,40.0,178.0,15.0,16,True,https://madnlp.github.io/MadNLP.jl/stable/,11.0,316.0,50.0,2025-01-10 13:18:45.000,0.8.5,22.0,"['gha', 'julia']",25.0,,,,,,,,,,,,,,3.0,,,,,,,,
+76,SimBench,data,,e2nIEE/simbench,odbl-1.0,Benchmark dataset of German LV/MV/HV grids including 15min time series for 1 year.,https://github.com/e2nIEE/simbench,https://simbench.de/en/,2019-05-13 14:10:08,2025-02-04 12:59:58.000000,2025-02-04 12:59:51,143.0,29.0,3.0,112.0,4.0,16,True,https://simbench.readthedocs.io/en/stable/?badge=stable,6.0,22.0,29.0,2024-04-23 14:13:23.000,.1.5.3,9.0,"['python', 'pypi', 'juptyer', 'gha']",1.0,simbench,,,2379.0,49.0,42.0,https://pypi.org/project/simbench,2024-04-23 13:51:51.000,7.0,2379.0,,,,3.0,,,,,,,,
+77,CIMpy,intf,,sogno-platform/cimpy,MPL-2.0,CIM files to the XML/RDF format.,https://github.com/sogno-platform/cimpy,https://github.com/sogno-platform/cimpy,2020-01-29 08:22:48,2025-01-18 18:48:04.000000,2025-01-04 18:15:07,220.0,23.0,12.0,55.0,11.0,16,True,https://sogno.energy/cimpy/,4.0,26.0,12.0,2024-06-20 20:41:41.000,1.1.0,9.0,"['gha', 'python']",6.0,cimpy,,,511.0,9.0,8.0,https://pypi.org/project/cimpy,2024-06-20 20:41:41.000,1.0,511.0,,,,2.0,,,,,,,,
+78,Easy SimAuto,intf,,mzy2240/ESA,Apache-2.0,Python interface to PowerWorld.,https://github.com/mzy2240/ESA,https://github.com/mzy2240/ESA,2019-10-08 21:37:23,2025-01-16 22:58:54.000000,2025-01-16 22:58:54,665.0,13.0,15.0,45.0,12.0,16,True,https://mzy2240.github.io/ESA/html/index.html,5.0,17.0,85.0,2023-06-05 21:19:00.512,1.3.5,52.0,"['pypi', 'python']",2.0,esa,,,1980.0,7.0,6.0,https://pypi.org/project/esa,2022-05-21 02:37:41.000,1.0,1980.0,,,,2.0,,,,,,,,
+79,LTB AMS,steady-state,,CURENT/ams,GPL-3,Scheduling Modeling and Simulation; CURENT LTB.,https://github.com/CURENT/ams,https://ltb.curent.org/,2022-10-05 11:57:30,2025-02-03 02:15:00.000000,2025-02-02 15:30:49,2172.0,6.0,1.0,9.0,4.0,16,True,https://ams.readthedocs.io/en/latest/,2.0,112.0,2.0,2025-02-02 14:00:24.000,1.0.3a1,24.0,"['gha', 'azure', 'pypi', 'conda', 'jupyter', 'python']",313.0,ltbams,conda-forge/ltbams,4.0,1818.0,3.0,3.0,https://pypi.org/project/ltbams,2025-02-02 13:59:53.000,,1042.0,https://anaconda.org/conda-forge/ltbams,2025-02-02 12:41:17.654,9321.0,3.0,,,,,,,,
+80,PowerSimulationsDynamics.jl,phasor,,NREL-Sienna/PowerSimulationsDynamics.jl,BSD-3,Dynamic Power System simulations; NREL Sienna.,https://github.com/NREL-Sienna/PowerSimulationsDynamics.jl,https://www.nrel.gov/analysis/sienna.html,2020-07-16 19:36:16,2024-10-21 23:52:13.000000,2024-10-21 23:36:52,2413.0,39.0,43.0,191.0,15.0,15,True,https://nrel-sienna.github.io/PowerSimulationsDynamics.jl/stable,15.0,240.0,90.0,2024-06-05 04:15:13.000,0.14.2,41.0,"['gha', 'julia']",,,,,,,,,,,,,,,2.0,,,,,,,,
+81,EGRET,steady-state,,grid-parity-exchange/Egret,BSD,Tools for Power Systems Optimization Modeling.,https://github.com/grid-parity-exchange/Egret,https://github.com/grid-parity-exchange/Egret,2019-01-28 18:41:03,2025-02-04 01:01:11.000000,2025-02-04 01:01:11,1065.0,49.0,45.0,136.0,38.0,15,True,,14.0,234.0,38.0,2023-04-03 23:11:48.000,0.5.5,6.0,"['gha', 'python']",4.0,,,,,9.0,9.0,,,,,,,,3.0,,,,,,,,
+82,ReEDS-2.0,steady-state,,NREL/ReEDS-2.0,GPL-3.0,Capacity planning and dispatch model.,https://github.com/NREL/ReEDS-2.0,https://www.nrel.gov/analysis/reeds/,2019-05-28 15:57:01,2025-01-23 22:01:58.000000,2025-01-23 22:00:07,86.0,22.0,3.0,133.0,14.0,15,True,https://www.nrel.gov/docs/fy21osti/78195.pdf,138.0,35.0,21.0,2025-01-23 22:01:43.000,2025.0.0,8.0,['python'],11.0,,,,,,,,,,,,,,3.0,,,,,,,,
+83,OpenDER,phasor,,epri-dev/OpenDER,BSD-3,Inverter-based DER simulation.,https://github.com/epri-dev/OpenDER,https://www.epri.com/OpenDER,2022-04-26 22:09:28,2025-01-16 17:48:40.000000,2025-01-16 17:48:40,123.0,22.0,,58.0,2.0,15,True,,18.0,13.0,1.0,2025-01-14 13:32:09.000,2.1.6,14.0,"['pypi', 'jupyter', 'python']",3.0,opender,,,1515.0,3.0,3.0,https://pypi.org/project/opender,2025-01-14 13:32:09.000,,1515.0,,,,2.0,,,,,,,,
+84,STEPS,phasor,,changgang/steps,MIT,Balanced large-scale AC-DC hybrid power system analysis.,https://github.com/changgang/steps,https://github.com/changgang/steps,2019-08-24 12:09:47,2024-09-22 02:32:39.000000,2024-03-24 14:56:04,588.0,19.0,1.0,49.0,4.0,15,True,https://github.com/changgang/steps/wiki/,5.0,,2.0,2024-09-22 02:32:39.000,2.2.1,44.0,"['c', 'python']",,stepspy,,46.0,1646.0,7.0,7.0,https://pypi.org/project/stepspy,2024-09-22 02:32:39.000,,1646.0,,,,2.0,,,,,,,,
+85,dsgrid,dataman,,dsgrid/dsgrid,BSD-3,"Demand-side grid projects, datasets and queries.",https://github.com/dsgrid/dsgrid,https://github.com/dsgrid/dsgrid,2020-12-09 23:51:36,2025-01-29 01:10:07.000000,2024-12-20 23:40:36,1683.0,3.0,54.0,26.0,6.0,15,True,https://dsgrid.github.io/dsgrid,5.0,225.0,67.0,2024-12-12 20:46:21.000,0.1.0,1.0,"['gha', 'python']",14.0,,,,,,,,,,,,,,1.0,,,,,,,,
+86,PowerNetworkMatrices.jl,steady-state,,NREL-Sienna/PowerNetworkMatrices.jl,BSD-3,Power systems matrices; NREL Sienna.,https://github.com/NREL-Sienna/PowerNetworkMatrices.jl,https://www.nrel.gov/analysis/sienna.html,2022-11-16 21:59:51,2025-02-05 16:36:55.000000,2025-02-05 16:14:06,620.0,9.0,19.0,22.0,8.0,15,True,https://nrel-sienna.github.io/PowerNetworkMatrices.jl/stable/,5.0,52.0,26.0,2025-02-05 16:31:09.000,0.12.1,29.0,"['gha', 'julia']",33.0,,,,,,,,,,,,,,3.0,,,,,,,,
+87,dGen,dataman,,NREL/dgen,BSD-3,The Distributed Generation Market Demand (dGen) model.,https://github.com/NREL/dgen,https://github.com/NREL/dgen,2020-04-15 15:51:02,2025-01-30 22:57:03.000000,2024-12-18 16:04:01,125.0,139.0,16.0,60.0,7.0,14,True,https://nrel.github.io/dgen/,20.0,17.0,19.0,2024-12-18 17:32:05.000,2.0.0,2.0,"['python', 'jupyter']",20.0,,,,,,,,,,,,,,3.0,,,,,,,,
+88,PowerGraphics.jl,vis,,NREL-Sienna/powergraphics.jl,BSD-3,Visualization for PowerSimulations; NREL Sienna.,https://github.com/NREL-Sienna/PowerGraphics.jl,https://www.nrel.gov/analysis/sienna.html,2020-02-19 23:29:27,2024-12-17 23:29:14.000000,2024-12-17 22:59:31,573.0,11.0,16.0,30.0,9.0,14,True,https://nrel-sienna.github.io/PowerGraphics.jl/stable/,11.0,82.0,23.0,2024-12-17 23:22:36.000,0.19.0,42.0,"['gha', 'julia', 'jupyter']",7.0,,,,,,,,,,,,,,3.0,,,,,,,,
+89,Open RAO,steady-state,,powsybl/powsybl-open-rao,MPL-2.0,Power systems coordinated capacity calculation and security analysis.,https://github.com/powsybl/powsybl-open-rao,https://www.powsybl.org,2018-11-22 10:41:50,2025-02-06 15:49:04.000000,2025-02-06 07:23:55,978.0,8.0,36.0,18.0,35.0,14,True,https://powsybl.readthedocs.io/projects/openrao/en/stable/?badge=stable,4.0,1138.0,92.0,2024-12-19 16:44:05.000,6.2.1,76.0,"['gha', 'java']",38.0,,,51.0,0.0,,,,,,,,,,3.0,,,,,,,,
+90,ExaGO,steady-state,,pnnl/ExaGO,BSD-3,Large-scale power grid optimization.,https://github.com/pnnl/ExaGO,https://www.gridpath.io/,2023-08-02 21:05:34,2025-01-30 20:24:00.000000,2024-12-15 04:34:14,1151.0,10.0,47.0,76.0,30.0,13,True,https://github.com/pnnl/ExaGO/blob/develop/docs/manual/manual.pdf,11.0,79.0,38.0,2023-10-25 18:01:10.000,1.6.0,1.0,"['gha', 'jupyter', 'c']",1.0,,,,,,,,,,,,,,3.0,,,,,,,,
+91,PowerSystems,phasor,,modelica-3rdparty/PowerSystems,https://modelica.org/licenses/ModelicaLicense2/,Modelica 3rd party library for electrical power systems.,https://github.com/modelica-3rdparty/PowerSystems,https://github.com/modelica-3rdparty/PowerSystems,2013-04-19 08:46:45,2024-05-07 09:11:07.000000,2024-05-07 08:58:45,190.0,35.0,14.0,68.0,10.0,13,True,https://build.openmodelica.org/Documentation/PowerSystems.html,31.0,17.0,27.0,2024-05-07 09:11:07.000,2.0.0,7.0,['modelica'],,,,,,,,,,,,,,,3.0,,,,,,,,
+92,GasModels.jl,gasnet,,lanl-ansi/GasModels.jl,BSD-3,Gas Network Optimization.,https://github.com/lanl-ansi/GasModels.jl,https://github.com/lanl-ansi/GasModels.jl,2016-08-29 16:01:10,2025-01-29 18:34:32.000000,2025-01-29 18:30:55,1052.0,16.0,48.0,66.0,13.0,13,True,https://lanl-ansi.github.io/GasModels.jl/latest/,10.0,116.0,98.0,2025-01-29 17:19:28.000,0.10.3,24.0,"['gha', 'julia']",2.0,,,,,,,,,,,,,,3.0,,,,,,,,
+93,GridPACK,phasor,,GridOPTICS/GridPACK,https://github.com/GridOPTICS/GridPACK/blob/develop/docs/markdown/LICENSE.md,High-Performance Electric Grid Simulation.,https://github.com/GridOPTICS/GridPACK,https://gridpack.pnnl.gov/wiki/index.php/Main_Page,2014-07-22 21:01:57,2025-02-06 17:22:44.000000,2025-01-29 18:41:07,3125.0,20.0,31.0,47.0,51.0,13,True,https://github.com/GridOPTICS/GridPACK/blob/develop/docs/user_manual/GridPACK.pdf,16.0,95.0,103.0,2020-01-31 21:18:21.000,3.4,5.0,"['c', 'python']",8.0,,,616.0,6.0,,,,,,,,,,3.0,,,,,,,,
+94,PyDSS,intf,,NREL/PyDSS,BSD-3,A Python wrapper for OpenDSS.,https://github.com/NREL/PyDSS,https://www.nrel.gov/grid/pydss.html,2018-10-16 15:59:07,2024-09-30 20:31:28.000000,2024-09-30 20:12:32,958.0,19.0,17.0,35.0,27.0,13,True,https://nrel.github.io/PyDSS/index.html,9.0,122.0,16.0,2024-05-29 18:05:37.000,3.1.7,21.0,"['gha', 'pypi', 'python']",,pydss,,,41.0,2.0,2.0,https://pypi.org/project/pydss,2011-08-17 20:40:53.000,,41.0,,,,2.0,,,,,,,,
+95,KVXOPT,opl,,sanurielf/kvxopt,GPL-3,CVXOPT with more wrappers suite-sparse.,https://github.com/sanurielf/kvxopt,https://github.com/sanurielf/kvxopt,2014-03-17 19:08:31,2024-09-07 22:33:51.473000,2024-05-08 15:53:33,276.0,1.0,,10.0,15.0,13,True,https://sanurielf.github.io/kvxopt/userguide/,3.0,4.0,7.0,2023-10-16 05:45:01.000,1.3.2.0,19.0,"['gha', 'pypi', 'conda', 'python']",,kvxopt,conda-forge/kvxopt,,17177.0,40.0,28.0,https://pypi.org/project/kvxopt,2024-05-08 16:49:17.000,12.0,10317.0,https://anaconda.org/conda-forge/kvxopt,2024-09-07 22:33:51.473,274415.0,3.0,,,,,,,,
+96,CIMTool,intf,,CIMug-org/CIMTool,LGPL-2.1,CIMugs CIMTool for the CIM.,https://github.com/cimug-org/CIMTool,https://github.com/cimug-org/CIMTool,2020-04-14 18:23:49,2024-11-14 15:27:15.000000,2024-11-14 15:24:48,481.0,4.0,23.0,50.0,15.0,12,True,http://cimtool.ucaiug.io/,16.0,108.0,50.0,2024-10-02 05:23:38.000,2.2.0,12.0,"['gha', 'java']",1.0,,,1984.0,34.0,,,,,,,,,,2.0,-2.0,,,,,,,
+97,grg-pssedata,intf,,lanl-ansi/grg-pssedata,BSD-3,Python tools for working with PSSE v33 data files.,https://github.com/lanl-ansi/grg-pssedata,https://github.com/lanl-ansi/grg-pssedata,2018-05-26 20:24:25,2020-12-15 03:35:19.000000,2020-12-14 22:39:36,35.0,11.0,3.0,31.0,3.0,12,True,https://grg-pssedata.readthedocs.io/en/stable/,6.0,5.0,10.0,2020-12-15 03:35:19.000,0.1.4,7.0,"['pypi', 'python']",,grg-pssedata,,,145.0,7.0,6.0,https://pypi.org/project/grg-pssedata,2020-12-15 03:35:19.000,1.0,145.0,,,,2.0,,,,,,,,
+98,matpower-pip,steady-state,,yasirroni/matpower-pip,MIT,Easy Python Access to MATPOWER.,https://github.com/yasirroni/matpower-pip,https://matpower.org/,2021-12-27 15:47:13,2024-11-21 23:20:31.000000,2024-11-21 23:20:23,194.0,,2.0,22.0,1.0,12,True,https://matpower.org/doc/,3.0,4.0,14.0,2024-06-12 17:51:04.000,2.1.8,23.0,"['gha', 'pypi', 'python']",2.0,matpower,,,733.0,10.0,8.0,https://pypi.org/project/matpower,2024-10-05 10:33:32.000,2.0,733.0,,,,3.0,,,,,,,,
+99,PowerFlows.jl,steady-state,,NREL-Sienna/PowerFlows.jl,BSD-3,Collection of Power Flow solution; NREL Sienna.,https://github.com/NREL-Sienna/PowerFlows.jl,https://www.nrel.gov/analysis/sienna.html,2022-03-08 18:40:14,2025-02-05 23:17:45.000000,2025-02-05 17:41:25,131.0,10.0,30.0,20.0,7.0,12,True,https://nrel-sienna.github.io/PowerFlows.jl/dev/,5.0,40.0,23.0,2025-02-05 18:25:28.000,0.8.0,15.0,"['gha', 'julia']",5.0,,,,,,,,,,,,,,3.0,2.0,,,,,,,
+100,DSSData,intf,,felipemarkson/dssdata,MIT,A micro-framework for simulation and data analysis of distribution systems modeled on OpenDSS.,https://github.com/felipemarkson/dssdata,https://github.com/felipemarkson/dssdata,2020-03-27 20:15:33,2023-04-10 13:02:09.000000,2023-04-10 13:02:03,186.0,3.0,5.0,15.0,2.0,12,True,https://felipemarkson.github.io/dssdata/,3.0,64.0,31.0,2023-04-10 12:47:00.587,0.2.0,10.0,"['gha', 'pypi', 'python']",,dssdata,,56.0,380.0,2.0,2.0,https://pypi.org/project/dssdata,2023-01-24 14:40:53.571,,380.0,,,,2.0,,,,,,,,
+101,ExaModels,opl,,exanauts/ExaModels.jl,MIT,"An algebraic modeling and automatic differentiation tool in Julia Language, specialized for SIMD abstraction of..",https://github.com/exanauts/ExaModels.jl,https://github.com/exanauts/ExaModels.jl,2023-03-28 20:02:20,2025-02-06 17:20:00.000000,2025-01-19 02:20:38,118.0,5.0,12.0,57.0,6.0,11,True,https://exanauts.github.io/ExaModels.jl/stable/,3.0,104.0,15.0,2024-11-06 18:38:36.000,0.8.0,5.0,"['gha', 'julia']",2.0,,,,,,,,,,,,,,3.0,-2.0,,,,,,,
+102,MOST,steady-state,,MATPOWER/most,BSD-3,MATPOWER Optimal Scheduling Tool.,https://github.com/MATPOWER/most,https://matpower.org/,2016-12-16 19:10:43,2024-10-07 15:26:28.000000,2024-10-07 15:23:25,233.0,11.0,8.0,32.0,,11,True,https://github.com/MATPOWER/most/blob/master/docs/MOST-manual.pdf,6.0,9.0,32.0,2024-05-15 22:02:10.000,1.3,5.0,"['gha', 'octave']",,,,,,,,,,,,,,,3.0,,,,,,,,
+103,cimpyorm,intf,,RWTH-IAEW/cimpyorm,BSD-3.0,Python ORM middleware for IEC CIM and CGMES datasets.,https://github.com/RWTH-IAEW/cimpyorm,https://github.com/RWTH-IAEW/cimpyorm,2019-01-17 11:51:43,2024-05-15 14:28:13.000000,2023-10-19 16:12:01,82.0,5.0,1.0,10.0,5.0,11,True,,4.0,17.0,2.0,2023-10-19 16:13:58.000,0.10.1,52.0,"['gha', 'python', 'pypi']",,cimpyorm,,,7980.0,4.0,4.0,https://pypi.org/project/cimpyorm,2023-10-19 16:13:58.000,,7980.0,,,,3.0,,,,,,,,
+104,LTB AGVis,vis,,CURENT/agvis,GPL-3.0,Geographical Visualization for Power Grid; CURENT LTB.,https://github.com/CURENT/agvis,https://ltb.curent.org/,2019-08-30 19:15:27,2024-12-03 19:07:50.000000,2024-06-07 19:51:43,503.0,5.0,9.0,7.0,9.0,11,True,https://agvis.readthedocs.io/en/latest/,1.0,48.0,16.0,2024-06-07 18:28:30.000,4.0.0,2.0,"['pypi', 'python']",,agvis,,18.0,117.0,3.0,3.0,https://pypi.org/project/agvis,2024-06-07 18:28:30.000,,117.0,,,,3.0,,,,,,,,
+105,DeepSolar,data,,wangzhecheng/DeepSolar,MIT,Houseshold-level solar panel identification with deep learning.,https://github.com/wangzhecheng/DeepSolar,https://deepsolar.web.app,2017-06-24 23:09:16,2023-03-24 22:39:39.000000,2019-03-26 09:03:56,16.0,69.0,13.0,249.0,2.0,9,True,,22.0,15.0,4.0,,,,['python'],,,,,,,,,,,,,,,3.0,,,,,,,,
+106,RLGC,mrl,,RLGC-Project/RLGC,BSD,RL for Grid Control (RLGC).,https://github.com/RLGC-Project/RLGC,https://github.com/RLGC-Project/RLGC,2018-12-03 19:07:39,2022-04-08 07:14:43.000000,2022-04-08 07:12:43,90.0,31.0,5.0,116.0,4.0,9,True,,4.0,3.0,10.0,2020-12-23 06:10:29.000,V1.0.0_RC,2.0,"['python', 'jupyter']",,,,,,,,,,,,,,,2.0,,,,,,,,
+107,ParaEMT,emt,,NREL/ParaEMT_public,BSD-3,Parallel EMT simulation.,https://github.com/NREL/ParaEMT_public,https://github.com/NREL/ParaEMT_public,2023-06-08 12:43:21,2024-12-03 15:58:43.000000,2024-10-29 21:36:29,132.0,20.0,1.0,62.0,4.0,9,True,,9.0,9.0,,,,,['python'],,,,,,,,,,,,,,,3.0,,,,,,,,
+108,EV-EcoSim,steady-state,,ebalogun01/EV-EcoSim/,MIT,A grid-aware co-simulation platform for the design and optimization of EV Charging Infrastructure.,https://github.com/ebalogun01/EV-EcoSim,https://github.com/ebalogun01/EV-EcoSim,2021-01-13 18:55:38,2024-04-19 05:40:52.000000,2024-04-19 05:40:52,509.0,5.0,9.0,23.0,,9,True,https://ebalogun01.github.io/EV-EcoSim/,2.0,33.0,63.0,,,,"['gha', 'python']",,,,,,,,,,,,,,,3.0,,,,,,,,
+109,AMES - Version 5.0,steady-state,,ames-market/AMES-V5.0,https://github.com/ames-market/AMES-V5.0/blob/master/LICENSE.rst,Wholesale Power Market Test Bed.,https://github.com/ames-market/AMES-V5.0,https://www2.econ.iastate.edu/tesfatsi/AMESMarketHome.htm,2020-08-03 08:54:08,2023-06-08 19:36:40.000000,2023-06-08 19:36:10,119.0,5.0,3.0,22.0,3.0,7,True,https://www2.econ.iastate.edu/tesfatsi/AMESMarketProjectSetUpInfo.pdf,3.0,,,,,,['java'],,,,,,,,,,,,,,,3.0,,,,,,,,
+110,PowerSAS.m,phasor,,ANL-CEEESA/powersas.m,BSD-3,Power grid analysis framework based on semi-analytical solutions.,https://github.com/ANL-CEEESA/powersas.m,https://github.com/ANL-CEEESA/powersas.m,2021-12-10 21:25:47,2024-01-05 12:21:48.000000,2024-01-05 12:21:48,75.0,5.0,1.0,18.0,4.0,7,True,https://powersasm.readthedocs.io/en/latest/index.html,,6.0,,,,,['octave'],,,,,,,,,,,,,,,3.0,,,,,,,,
+111,DOPER,steady-state,,LBNL-ETA/DOPER,BSD-3,Distributed Optimal and Predictive Energy Resources.,https://github.com/LBNL-ETA/DOPER,https://github.com/LBNL-ETA/DOPER,2019-02-05 16:36:15,2025-01-30 23:57:36.000000,2025-01-30 23:53:24,78.0,11.0,,18.0,3.0,7,True,,3.0,5.0,,,,,"['gha', 'python', 'jupyter']",1.0,,,,,,,,,,,,,,3.0,,,,,,,,
+112,OptiVerse,ops,,feyntech-opt/OptiVerse,MIT,A library with innovative optimization solutions.,https://github.com/feyntech-opt/OptiVerse,https://www.opti-verse.org/,2024-06-16 02:40:23,2025-01-24 20:35:52.000000,2025-01-24 20:35:52,68.0,12.0,,12.0,5.0,7,True,https://www.opti-verse.org/handbook/,,3.0,,,,,['python'],2.0,,,,,,,,,,,,,,3.0,,,,,,,,
+113,PowerSystemsInvestmentsPortfolios.jl,steady-state,,NREL-Sienna/PowerSystemsInvestmentsPortfolios.jl,BSD-3,Data models for Power Systems investment models; NREL Sienna.,https://github.com/NREL-Sienna/PowerSystemsInvestmentsPortfolios.jl,https://www.nrel.gov/analysis/sienna.html,2024-02-29 21:31:12,2025-02-04 18:23:26.000000,2025-01-27 22:20:05,26.0,3.0,16.0,11.0,5.0,7,True,https://nrel-sienna.github.io/PowerSystemsInvestmentsPortfolios.jl/stable,4.0,12.0,10.0,,,,"['gha', 'julia']",1.0,,,,,,,,,,,,,,3.0,,,,,,,,
+114,MPNG,gasnet,,MATPOWER/mpng,BSD-3,Simulator for Optimal Power and Natural Gas Flow.,https://github.com/MATPOWER/mpng,https://matpower.org/,2019-09-27 19:49:43,2023-09-13 12:15:23.000000,2023-09-13 12:15:23,65.0,5.0,,10.0,3.0,7,True,https://github.com/MATPOWER/mpng/blob/master/MPNG_User's_Manual/MPNG_Manual_V0.99a.pdf,5.0,2.0,,,,,['octave'],,,,,,,,,,,,,,,3.0,,,,,,,,
+115,CIMTool-Builders-Library,intf,,CIMug-org/CIMTool-Builders-Library,Apache-2.0,Publically available XSLT builders.,https://github.com/cimug-org/CIMTool-Builders-Library,https://github.com/cimug-org/CIMTool-Builders-Library,2022-09-02 21:37:09,2024-11-04 14:40:01.000000,2024-11-04 14:34:22,217.0,2.0,,7.0,4.0,7,True,https://cimtool-builders.ucaiug.io/,7.0,7.0,,,,,['gha'],,,,,,,,,,,,,,,3.0,,,,,,,,
+116,LTB DiME,msg,,CURENT/dime,GPL-3.0,Distributed Messaging Environment; CURENT LTB.,https://github.com/CURENT/dime,https://ltb.curent.org/,2020-04-29 20:36:10,2023-07-31 21:24:25.000000,2023-07-31 21:24:15,531.0,2.0,13.0,3.0,4.0,7,True,https://ltbdime.readthedocs.io/en/latest/,5.0,11.0,35.0,,,,"['c', 'python', 'octave']",,,,,,,,,,,,,,,3.0,,,,,,,,
+117,Daline,mrl,,JarvisETHZ/Daline,BSD-3,A Data-driven Power Flow Linearization Toolbox.,https://github.com/JarvisETHZ/Daline,https://github.com/JarvisETHZ/Daline,2024-07-10 03:44:21,2024-11-30 22:14:03.000000,2024-11-30 22:14:02,20.0,,,17.0,,6,True,https://www.shuo.science/daline,1.0,,,2024-11-30 21:41:47.000,1.1.6,2.0,['octave'],4.0,,,3.0,0.0,,,,,,,,,,3.0,,,,,,,,True
+118,PowerSystemsInvestments.jl,steady-state,,NREL-Sienna/PowerSystemsInvestments.jl,BSD-3,Power Systems investment models; NREL Sienna.,https://github.com/NREL-Sienna/PowerSystemsInvestments.jl,https://www.nrel.gov/analysis/sienna.html,2024-02-29 21:28:33,2025-02-05 19:03:13.000000,2024-10-08 01:39:23,19.0,4.0,1.0,15.0,4.0,6,True,https://nrel-sienna.github.io/PowerSystemsInvestments.jl/stable,5.0,17.0,1.0,,,,"['gha', 'julia']",,,,,,,,,,,,,,,3.0,,,,,,,,
+119,OpenHybridSim,phasor,,OpenHybridSim/OpenHybridSim-code,BSD-3,EMT-TS hybrid simulation.,https://github.com/OpenHybridSim/OpenHybridSim-code,https://github.com/OpenHybridSim/OpenHybridSim-code,2015-01-17 03:59:14,2020-05-05 20:35:13.000000,2020-05-05 20:35:12,16.0,4.0,1.0,8.0,,6,True,,6.0,,,,,,['java'],,,,,,,,,,,,,,,3.0,,,,,,,,
+120,mypower,steady-state,,yasirroni/mypower,MIT,Supplementary function of MATPOWER in Python.,https://github.com/yasirroni/mypower,https://github.com/yasirroni/mypower,2020-03-09 07:23:38,2022-11-26 22:27:49.000000,2022-11-26 22:27:22,39.0,1.0,,7.0,,6,True,,3.0,3.0,,,,,['python'],,,,,,,,,,,,,,,3.0,,,,,,,,
+121,GSEIM,pe,,gseim/gseim,GPL-3.0,Simulation of electrical circuits.,https://github.com/gseim/gseim,https://github.com/gseim/gseim,2021-06-08 11:11:31,2022-07-16 09:00:00.315000,,,,,2.0,1.0,6,True,https://gseim.github.io/build/html/index.html,,,,,,5.0,"['gha', 'pypi', 'python']",,GSEIM,,,28.0,,,https://pypi.org/project/GSEIM,2022-07-16 09:00:00.315,,28.0,,,,1.0,,,,,,,,
+122,PSSE RAW,intf,,anderson-optimization/em-psse,MIT,PSSE RAW parser.,https://github.com/anderson-optimization/em-psse,https://github.com/anderson-optimization/em-psse,2019-02-14 21:15:32,2021-01-07 22:33:21.000000,2020-01-07 18:15:29,19.0,15.0,,35.0,2.0,5,True,,5.0,,1.0,,,,"['pypi', 'python']",,,,,,,,,,,,,,,3.0,,,,,,,,
+123,andes_gym,mrl,,cuihantao/andes_gym,GPL-3,ANDES RL Environment for OpenAI Gym.,https://github.com/cuihantao/andes_gym,https://github.com/cuihantao/andes_gym,2020-04-19 18:18:34,2022-01-28 19:53:49.000000,2022-01-28 19:53:49,31.0,4.0,,9.0,2.0,5,True,,3.0,1.0,,,,,"['python', 'jupyter']",,,,,,,,,,,,,,,3.0,,,,,,,,
+124,OpenDER interface,intf,,epri-dev/OpenDER_interface,BSD-3,Interface for OpenDER.,https://github.com/epri-dev/OpenDER_interface,https://www.epri.com/OpenDER,2023-11-28 15:57:02,2024-06-24 20:20:22.000000,2024-06-24 20:20:14,46.0,,,5.0,2.0,5,True,,10.0,,,,,,"['python', 'jupyter']",,,,,,,,,,,,,,,3.0,,,,,,,,
+125,Andes.jl,intf,,cuihantao/Andes.jl,MIT,Julia interface for ANDES.,https://github.com/cuihantao/Andes.jl,https://ltb.curent.org,2020-04-03 21:53:26,2024-02-05 08:03:58.000000,2024-02-05 04:08:07,58.0,1.0,,8.0,,4,True,,2.0,1.0,1.0,,,,['julia'],,,,,,,,,,,,,,,3.0,,,,,,,,
+126,AMES (V4.0),steady-state,,ames-market/AMES-v4.0,GPL-2,Agent based Modeling of Electricity Systems.,https://github.com/ames-market/AMES-v4.0,https://www2.econ.iastate.edu/tesfatsi/AMESMarketHome.htm,2017-04-18 18:19:21,2022-12-26 20:28:08.000000,2020-08-28 07:29:40,6.0,7.0,3.0,13.0,2.0,3,True,https://github.com/ames-market/AMES-v4.0/blob/master/USAGE.md,3.0,6.0,2.0,,,,['java'],,,,,,,,,,,,,,,3.0,,,,,,,,
+127,EasySimauto.jl,intf,,mzy2240/EasySimauto.jl,Apache-2.0,Julia interface for EasySimAuto and PowerWorld.,https://github.com/mzy2240/EasySimauto.jl,https://github.com/mzy2240/EasySimauto.jl,2022-09-16 15:59:20,2023-07-31 19:46:50.000000,2023-07-31 19:46:46,15.0,,,5.0,2.0,3,True,,1.0,,2.0,2022-09-27 15:08:27.000,0.1.0,1.0,['julia'],,,,,,,,,,,,,,,3.0,,,,,,,,
+128,OpenDSS,phasor,,,BSD,Distribution system simulator.,,https://www.epri.com/pages/sa/opendss,,,,,,,,,2,True,https://opendss.epri.com/opendss_documentation.html,,,,,,,,,,,,,,,,,,,,,,3.0,,,,,,,,
+129,PSAT,phasor,,,GPL,A Matlab toolbox for electric power system analysis and simulation.,,http://faraday1.ucd.ie/psat.html,,,,,,,,,2,True,https://www.amazon.com/dp/B08P3QTQDV?ref_=pe_3052080_397514860,,,,,,,['octave'],,,,,,,,,,,,,,,3.0,,,,,,,,
+130,DER-CAM,steady-state,,,,DER investment planning.,,https://dercam-app.lbl.gov,,,,,,,,,1,False,,,,,,,,,,,,,,,,,,,,,,,3.0,,,,,,,,
diff --git a/latest-changes.md b/latest-changes.md
index 032bed5..f8d0c6d 100644
--- a/latest-changes.md
+++ b/latest-changes.md
@@ -2,19 +2,25 @@
_Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._
-- OSQP (π₯31 Β· β 1.8K Β· π) - Operator Splitting QP Solver. Apache-2
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-- JuMP (π₯26 Β· β 2.3K Β· π) - Julia-based Optimization Modeling Language. MPL-2.0
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-- GridStatus (π₯25 Β· β 300 Β· π) - Extract data from ISOs and other sources. BSD-3
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-- PyPowSyBl (π₯24 Β· β 62 Β· π) - A PowSyBl and Python integration. MPL-2.0
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-- GridPath (π₯22 Β· β 100 Β· π) - Power system planning and operations. Apache-2
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+- PyPSA (π₯32 Β· β 1.4K Β· π) - Python for Power System Analysis. MIT
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+- Clarabel.rs (π₯27 Β· β 390 Β· π) - Interior-point solver for convex conic optimisation.. Apache-2
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+- py-dss-interface (π₯18 Β· β 27 Β· π) - A package for access to direct dll version of OpenDSS. MIT
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+- Clarabel.jl (π₯16 Β· β 190 Β· π) - Interior-point solver for convex conic optimisation.. Apache-2
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+- PowerFlows.jl (π₯12 Β· β 20 Β· π) - Collection of Power Flow solution; NREL Sienna. BSD-3
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## π Trending Down
_Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._
-- HiGHS (π₯33 Β· β 1K Β· π) - Large-scale Sparse Linear Problem Optimizer. MIT
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-- GridCal (π₯27 Β· β 440 Β· π) - Cross-platform power systems software. βοΈLGPL-3.0
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-- LTB ANDES (π₯24 Β· β 250 Β· π) - Transient Stability Simulator; CURENT LTB. βοΈGPL-3.0
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-- Grid2Op (π₯23 Β· β 310 Β· π) - Modeling sequential decision making in power systems. MPL-2.0
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-- PyPSA-Eur (π₯21 Β· β 390 Β· π) - Sector-Coupled Optimisation Model of the European Energy.. MIT
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+- pandapower (π₯32 Β· β 920 Β· π) - Convenient Power System Modelling and Analysis. BSD-3
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+- PySCIPOpt (π₯30 Β· β 850 Β· π) - Python interface for SCIP. MIT
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+- JuMP (π₯25 Β· β 2.3K Β· π) - Julia-based Optimization Modeling Language. MPL-2.0
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+- CIMTool (π₯12 Β· β 50 Β· π) - CIMugs CIMTool for the CIM. βοΈLGPL-2.1
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+- ExaModels (π₯11 Β· β 57 Β· π) - An algebraic modeling and automatic differentiation tool.. MIT
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+
+## β Added Projects
+
+_Projects that were recently added to this best-of list._
+
+- Daline (π₯6 Β· β 17 Β· β) - A Data-driven Power Flow Linearization Toolbox. BSD-3
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