Metadata-Version: 1.1
Name: causalmodels
Version: 0.2.0
Summary: Causal models in Python
Home-page: http://github.com/roronya/causalmodels
Author: roronya
Author-email: roronya628@gmail.com
License: MIT
Description: causalmodels
        ============
        
        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()
        
Keywords: causality machine	learning causalmodels
Platform: UNKNOWN
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3
Classifier: Topic :: Scientific/Engineering :: Mathematics
