GitHub - BurnyCoder/practical-ai-projects: Finetuning LLM, RAG, Multiagents, Image classification&segmentation, Text&Image answering, Text2Speech, Movie recommendation, Dimensionality reduction, Llamaindex, Autogen, PyTorch, TensorFlow, Keras, fastai, NumPy, Skicit-learn, Transformers, OpenAI, ElevenLabs, ResNet, LSTM, Autoencoder, U-Net, SVM, CNNs, Transformer, LoRA, GraphRAG, K-means, PCA

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Finetuning LLM, RAG, Multiagents, Image classification&segmentation, Text&Image answering, Text2Speech, Movie recommendation, Dimensionality reduction, Llamaindex, Autogen, PyTorch, TensorFlow, Keras, fastai, NumPy, Skicit-learn, Transformers, OpenAI, ElevenLabs, ResNet, LSTM, Autoencoder, U-Net, SVM, CNNs, Transformer, LoRA, GraphRAG, K-means, PCA

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Name		Name	Last commit message	Last commit date
Latest commit History 22 Commits
multi-agent_coding_stock-analysis_customer-onboarding_chess_writing_conversation_autogen		multi-agent_coding_stock-analysis_customer-onboarding_chess_writing_conversation_autogen
NLP_classification_search_text-edit_sentiment_analysis_Bert_BoW_SVM_embeddings_skip-gram_regex_POS.ipynb		NLP_classification_search_text-edit_sentiment_analysis_Bert_BoW_SVM_embeddings_skip-gram_regex_POS.ipynb
README.md		README.md
clustering_kmeans.ipynb		clustering_kmeans.ipynb
digit-classifier_nn.py		digit-classifier_nn.py
dimensionality_reduction_pca.ipynb		dimensionality_reduction_pca.ipynb
finetuning_img_classifier_visual_transformer_lora.ipynb		finetuning_img_classifier_visual_transformer_lora.ipynb
graph_retrieval_augmented_generation_graph_rag_gpt-4o.py		graph_retrieval_augmented_generation_graph_rag_gpt-4o.py
image-classifier_resnet18.ipynb		image-classifier_resnet18.ipynb
image-classifier_resnet34.py		image-classifier_resnet34.py
image_question_answering_openai.py		image_question_answering_openai.py
language_model_finetuning_qlora_llama2.ipynb		language_model_finetuning_qlora_llama2.ipynb
natural-scene-classification_cnns.ipynb		natural-scene-classification_cnns.ipynb
noise_removal_autoencoder.py		noise_removal_autoencoder.py
question_answering_openai.py		question_answering_openai.py
recommender_system_movies_nn.py		recommender_system_movies_nn.py
retrieval_augmented_generation_agent_llm_llamaindex_gpt-4o.py		retrieval_augmented_generation_agent_llm_llamaindex_gpt-4o.py
retrieval_augmented_generation_query_engine_llamaindex_rag_llm.py		retrieval_augmented_generation_query_engine_llamaindex_rag_llm.py
segmentation_resnet34.py		segmentation_resnet34.py
sentiment-analysis_vader_roberta.ipynb		sentiment-analysis_vader_roberta.ipynb
sentiment_analysis_AWD-LSTM_enocder.py		sentiment_analysis_AWD-LSTM_enocder.py
tabular_prediction_nn.py		tabular_prediction_nn.py
text-to-image_clipdrop.py		text-to-image_clipdrop.py
text-to-speech_elevenlabs.py		text-to-speech_elevenlabs.py