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.

Language: Python - Size: 57.6 MB - Last synced at: 11 days ago - Pushed at: 18 days ago - Stars: 261 - Forks: 78

madvn/infotheory

C++/Python Information theoretic analyses tools

Language: C++ - Size: 925 KB - Last synced at: 10 days ago - Pushed at: about 2 years ago - Stars: 40 - Forks: 9

deepomicslab/Interaction-redundancy

Deciphering microbial interactions with functional redundancy in human microbial community with partial information decomposition.

Language: Python - Size: 7.52 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 2 - Forks: 0

uu-core/pid-inequality

Quantifying Redundancies and Synergies with Measures of Inequality

Language: Python - Size: 22.5 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

Priesemann-Group/Infomorphic_Networks

Language: Jupyter Notebook - Size: 923 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

Priesemann-Group/nninfo

A Python Package for the Analysis of Deep Neural Networks using Information Theory

Language: Python - Size: 62.5 KB - Last synced at: 10 months ago - Pushed at: almost 2 years ago - Stars: 6 - Forks: 1

uu-core/pid-blackwell-specific-information

A non-negative Partial Information Decomposition

Language: Python - Size: 30.3 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

uu-core/pid-quantifying-reachable-decision-regions

A non-negative Partial Information Decomposition

Language: Python - Size: 20.5 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 1 - Forks: 0

sepehrmn/brojapid-activationfunctions

Partial Information Decomposition (PID) analysis of activation functions for PIDeepnets (PID deep neural networks)

Language: Python - Size: 11.2 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

Abzinger/BROJA_2PID

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

Language: Python - Size: 116 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 1

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.

Language: Fortran - Size: 7.12 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0