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.