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GitHub / mckinsey / causalnex
A Python library that helps data scientists to infer causation rather than observing correlation.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mckinsey%2Fcausalnex
Stars: 2,175
Forks: 254
Open Issues: 29
License: other
Language: Python
Repo Size: 22.8 MB
Dependencies:
43
Created: over 4 years ago
Updated: about 20 hours ago
Last pushed: 15 days ago
Last synced: about 5 hours ago
Topics: bayesian-inference, bayesian-networks, causal-inference, causal-models, causal-networks, causalnex, data-science, machine-learning
Files
Dependencies
- Markupsafe <2.1
- click >=7.0,<8.0
- ipykernel >=4.8.1,<5.0
- ipython_genutils >=0.2.0
- jinja2 >=2.3,<3.0
- jupyter_client >=5.1,<7.0
- nbconvert >=5.0,<6.0
- nbsphinx ==0.4.2
- nbstripout ==0.3.3
- patchy >=1.5,<2.0
- pydot >=1.4,<2.0
- pygments >=2.6.1,<3.0
- pygraphviz >=1.5,<2.0
- recommonmark >=0.5.0,<1.0
- sphinx >=3.0.4,<4.0
- sphinx-autodoc-typehints >=1.6.0,<2.0
- sphinx-markdown-tables >=0.0.15,<1.0
- sphinx_copybutton >=0.2.5,<1.0
- sphinx_rtd_theme >=0.4.3,<1.0
- networkx *
- numpy >=1.14.2,<2.0
- pandas >=1.0,<2.0
- pathos >=0.2.7,<0.3.0
- pgmpy >=0.1.12,<0.2.0
- scikit-learn >=0.22.0,<0.25.0,
- scikit-learn >=0.24.0,<0.25.0,
- scipy >=1.2.0,<1.7
- torch >=1.7,<2.0
- wrapt >=1.11.0,<1.13
- Cython >=0.29,<1.0
- flake8 >=3.5,<4.0
- ipython >=7.0,<7.17
- isort >=4.3.16,<5.0
- matplotlib *
- mdlp-discretization *
- mock >=2.0.0,<3.0
- pre-commit >=2.9.2
- pygraphviz >=1.5,<2.0
- pylint >=2.7.2,<3.0
- pytest >=4.3.0,<5.0
- pytest-cov >=2.5,<3.0
- pytest-mock >=1.7.1,<2.0
- scikit-learn >=0.24.2