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1. SxPID SxPID Public

   A differentiable measure of shared mutual information via overlapping exclusions in event (measure) spaces for discrete and continuous variables

   Python 7 2

2. BROJA_2PID BROJA_2PID Public

   Bertschinger-Rauh-Olbrich-Jost-Ay (BROJA) bivariate Partial Information Decomposition

   Python 5 2

3. BROJA-Bivariate-Partial_Information_Decomposition BROJA-Bivariate-Partial_Information_Decomposition Public

   Implementations of different optimization techniques to compute BROJA-Brivariate-Partial-Information-Decomposition

   Python 3

4. sae_analysis sae_analysis Public

   Information theoretic analysis of sparse auto-encoders

   Python

5. pwollstadt/IDTxl pwollstadt/IDTxl Public

   The Information Dynamics Toolkit xl (IDTxl) is a comprehensive software package for efficient inference of networks and their node dynamics from multivariate time series data using information theory.

   Python 282 81