partial-information-decomposition
There are 9 repositories under partial-information-decomposition topic.
pwollstadt/IDTxl
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.
madvn/infotheory
C++/Python Information theoretic analyses tools
Priesemann-Group/nninfo
A Python Package for the Analysis of Deep Neural Networks using Information Theory
Abzinger/BROJA_2PID
Bertschinger-Rauh-Olbrich-Jost-Ay (BROJA) bivariate Partial Information Decomposition
sepehrmn/brojapid-activationfunctions
Partial Information Decomposition (PID) analysis of activation functions for PIDeepnets (PID deep neural networks)
uu-core/pid-quantifying-reachable-decision-regions
A non-negative Partial Information Decomposition
jcussen/synergy_plasticity_simulation
Modified simulation code for context-switching neuronal plasticity model (Agnes et al., 2020). Used to generate data for information-theoretic investigation of neuronal plasticity.
uu-core/pid-blackwell-specific-information
A non-negative Partial Information Decomposition
uu-core/pid-inequality
Quantifying Redundancies and Synergies with Measures of Inequality