Getting started
Installation
Requirements
python 3
numpy
networkx
pandas
scipy
scikit-learn
statsmodels
pydot
(For visualization)
matplotlib
graphviz
pygraphviz (might not support the most recent Mac)
Install via PyPI
To use causal-learn, we could install it using pip:
(.venv) $ pip install causal-learn
Install from source
For development version, please kindly refer to our GitHub Repository.
Running examples
For search methods in causal discovery, there are various running examples in the ‘tests’ directory in our GitHub Repository, such as TestPC.py and TestGES.py.
For the implemented modules, such as (conditional) independent test methods, we provide unit tests for the convenience of developing your own methods.