causalmodels 0.2.0

Causal models in Python

causalmodels in Python.

instalation

$ pip install causalmodels

usage

>>> import numpy as np
>>> import causalmodels as cm
>>> a = np.random.laplace(size=500)
>>> b = np.random.laplace(size=500) + a
>>> c = np.random.laplace(size=500) + a + b
>>> data = np.array([c, b, a])
>>>
>>> model = cm.DirectLiNGAM()
>>> results = model.fit(data)
>>> results.order
[2, 1, 0]
>>> result.draw()