Statistical methods for Python
Project description
PyWhy-Stats
Pywhy-stats serves as Python library for implementations of various statistical methods, such as (un)conditional independence tests, which can be utilized in tasks like causal discovery.
Documentation
See the development version documentation.
Or see stable version documentation
Installation
Installation is best done via pip
or conda
. For developers, they can also install from source using pip
. See installation page for full details.
Dependencies
Minimally, pywhy-stats requires:
* Python (>=3.8)
* numpy
* scipy
* scikit-learn
User Installation
If you already have a working installation of numpy and scipy, the easiest way to install pywhy-stats is using pip
:
# doesn't work until we make an official release :p
pip install -U pywhy-stats
To install the package from github, clone the repository and then cd
into the directory. You can then use poetry
to install:
poetry install
# if you would like an editable install of pywhy-stats for dev purposes
pip install -e .
Contributing
We welcome contributions from the community. Please refer to our contributing document and developer document for information on developer workflows.
Project details
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