Package Insights
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Weekly Downloads
GitHub Stars
Downloads by OS
Python Versions
Top Countries
Dependencies
- anthropic >=0.74.0
- deepagents >=0.3.0
- httpx >=0.27
- langchain >=1.3.9
- langchain-anthropic >=1.4.6
- langchain-openai >=1.3.2
- langgraph >=1.2.5
- markdown >=3.5
- nbformat >=5.7
- numpy >=1.24
- openai >=1.0
- pandas >=2.0
- prompt-toolkit >=3.0
- python-dotenv >=1.0
- questionary >=2.1.1
- rich >=13.0
- scipy >=1.10
- termaid >=0.7.1
- typer >=0.12
38 optional dependencies
- anndata[singlecell]
- anndata[all]
- biopython[win-build]
- biopython[biology]
- biopython[all]
- celltypist[singlecell]
- celltypist[all]
- cellxgene-census[singlecell]
- cellxgene-census[all]
- duckdb[api]
- fair-esm[all]
- fair-esm[win-build]
- fair-esm[ml]
- fastapi[api]
- nbconvert[notebook]
- pytest[dev]
- pytest-cov[dev]
- rdkit[win-build]
- rdkit[chemistry]
- rdkit[all]
- ruff[dev]
- scanpy[all]
- scanpy[singlecell]
- scikit-learn[win-build]
- scikit-learn[all]
- scikit-learn[analysis]
- seaborn[win-build]
- seaborn[all]
- seaborn[analysis]
- tiledbsoma[all]
- tiledbsoma[singlecell]
- torch[win-build]
- torch[all]
- torch[ml]
- transformers[ml]
- transformers[win-build]
- transformers[all]
- uvicorn[api]