Buckets:
| # Core ML and Deep Learning | |
| torch>=2.1.0 | |
| torch-geometric>=2.5.0 | |
| torch-scatter>=2.1.0 | |
| torch-sparse>=0.6.17 | |
| transformers>=4.36.0 | |
| accelerate>=0.25.0 | |
| datasets>=2.16.0 | |
| einops>=0.7.0 | |
| # Knowledge Graph and Reasoning | |
| langgraph>=0.0.50 | |
| langchain>=0.1.0 | |
| langchain-community>=0.0.20 | |
| langchain-google-genai>=1.0.0 | |
| google-generativeai>=0.3.0 | |
| neo4j>=5.15.0 | |
| rdflib>=7.0.0 | |
| owlready2>=0.40 | |
| spacy>=3.7.0 | |
| pykeen>=2.0.0 | |
| # Graph Neural Networks and Advanced Embeddings | |
| torch-geometric>=2.5.0 | |
| dgl>=1.1.0 | |
| spektral>=1.3.0 | |
| stellargraph>=1.2.1 | |
| torch-cluster>=1.6.1 | |
| # Vector Search and RAG | |
| chromadb>=0.4.0 | |
| faiss-cpu>=1.7.4 | |
| sentence-transformers>=2.2.0 | |
| openai>=1.3.0 | |
| anthropic>=0.7.0 | |
| pinecone-client>=2.2.0 | |
| weaviate-client>=3.25.0 | |
| # Graph Processing and Visualization | |
| networkx>=3.2.0 | |
| pyvis>=0.3.2 | |
| graphviz>=0.20.0 | |
| plotly>=5.17.0 | |
| dash>=2.14.0 | |
| dash-bootstrap-components>=1.5.0 | |
| bokeh>=3.3.0 | |
| altair>=5.2.0 | |
| # Data Processing and Analysis | |
| numpy>=1.24.0 | |
| pandas>=2.1.0 | |
| scikit-learn>=1.3.0 | |
| matplotlib>=3.7.0 | |
| seaborn>=0.12.0 | |
| tqdm>=4.66.0 | |
| scipy>=1.11.0 | |
| # Temporal and Time Series Analysis | |
| tslearn>=0.6.0 | |
| pyts>=0.12.0 | |
| # API and Web Framework | |
| fastapi>=0.104.0 | |
| uvicorn>=0.24.0 | |
| pydantic>=2.5.0 | |
| requests>=2.31.0 | |
| httpx>=0.25.0 | |
| streamlit>=1.28.0 | |
| # Monitoring and Experimentation | |
| wandb>=0.16.0 | |
| optuna>=3.4.0 | |
| mlflow>=2.8.0 | |
| tensorboard>=2.15.0 | |
| # Utilities | |
| python-dotenv>=1.0.0 | |
| pyyaml>=6.0.0 | |
| rich>=13.7.0 | |
| typer>=0.9.0 | |
| click>=8.1.0 | |
| jupyter>=1.0.0 | |
| ipywidgets>=8.1.0 | |
| # Additional ML Libraries | |
| xgboost>=2.0.0 | |
| lightgbm>=4.1.0 | |
| catboost>=1.2.0 |
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