Package Insights
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Weekly Downloads
GitHub Stars
Downloads by OS
Python Versions
Top Countries
Dependencies
- biopython >=1.81
- click >=8.1.0
- dash >=2.14.0
- fastapi >=0.100.0
- gymnasium >=0.29.0
- h5py >=3.9.0
- jax >=0.4.13
- matplotlib >=3.7.0
- networkx >=3.0
- numba >=0.57.0
- numpy >=1.24.0
- optax >=0.1.7
- pandas >=2.0.0
- plotly >=5.15.0
- pydantic >=2.0.0
- pysam >=0.21.0
- pyvcf3 >=1.0.3
- qiskit >=0.45.0
- qiskit-aer >=0.12.0
- rich >=13.0.0
- scikit-learn >=1.3.0
- scipy >=1.10.0
- stable-baselines3 >=2.0.0
- torch >=2.0.0
- torch-geometric >=2.3.0
- tqdm >=4.65.0
- uvicorn >=0.23.0
- zarr >=2.15.0
26 optional dependencies
- aiofiles[server]
- black[dev]
- cirq[quantum]
- cupy[cuda]
- fastapi[server]
- flake8[dev]
- gunicorn[server]
- hypothesis[test]
- isort[dev]
- mkdocs[docs]
- mkdocs-jupyter[docs]
- mkdocs-material[docs]
- mkdocstrings[docs]
- mypy[dev]
- pennylane[quantum]
- pre-commit[dev]
- pytest[test]
- pytest-asyncio[test]
- pytest-cov[test]
- pytest-mock[test]
- python-multipart[server]
- qiskit-machine-learning[quantum]
- qiskit-optimization[quantum]
- torch[cuda]
- uvicorn[server]
- websockets[server]