CMI.measure |
A comprehensive function for estimating conditional mutual information |
CMI.plugin |
A plug-in calculator for evaluating conditional mutual information |
discretize1D |
Discretize one-dimensional continuous data into bins |
discretize1d.uniform_frequency |
Discretize a set of continuous data into 1-dimensional bins by uniform frequency |
discretize1d.uniform_width |
Discretize a set of continuous data into 1-dimensional bins by "uniform width" method |
discretize2D |
Discretize 2-dimensional continuous data into bins |
discretize2d.uniform_frequency |
Discretize two sets of continuous data into 2-dimensional bins by uniform frequency |
discretize2d.uniform_width |
Discretize two sets of continuous data into 2-dimensional bins by "uniform width" method |
discretize3D |
Discretize 3-dimensional continuous data into bins |
discretize3d.uniform_frequency |
Discretize three sets of continuous data into 3-dimensional bins by uniform frequency |
discretize3d.uniform_width |
Discretize three sets of continuous data into 3-dimensional bins by "uniform width" method |
II.measure |
A comprehensive function for evaluating interaction information |
II.plugin |
A plug-in calculator for evaluating the interaction information |
MI.measure |
A comprehensive function for evaluating mutual information |
MI.plugin |
A plug-in calculator for evaluating mutual information |
PID.measure |
A comprehensive function for evaluating the partial information decomposition |
PID.plugin |
A plug-in calculator for evaluating partial information decomposition |
PMI.measure |
A comprehensive function for evaluating part mutual information |
PMI.plugin |
A plug-in calculator for evaluating the part mutual information |