A MATLAB toolbox for performing information theory analyses of neuroscience data
Documents for Information Theory used in Master of Logic course Information Theory at the UvA
The repository contains the core knowledge of Information Theory and Coding, organized by knowledge points and can be used as a reference for teaching or studying.
Resources and Implementations (PyTorch) for Information Theoretical concepts in Deep Learning
Information Theory and Distance Quantification with R
Matlab code to compute entropy, conditional entropy, mutual information, channel capacity, and rate distortion.
code from class information theory 2
Some information theory stuff -- transfer entropy, etc.
Entropy, mutual information and higher order measures from information theory, with various estimators and discretisation methods.
In probability theory and information theory, the mutual information of two random variables is a quantity that measures the mutual dependence of the two random variables. This script performs MI over...
Matlab code for my paper "Copula Variational Bayes inference via information geometry", submitted to IEEE Trans. on information theory, 2018
Graph and information theory based fault detection and diagnosis from historian time series data
The implementation of "Suspicion-Agent: Playing Imperfect Information Games with Theory of Mind Aware GPT-4"
Code for "Kendall transformation: a robust representation of continuous data for information theory"
Programming Language Theory λΠ
翻译 - λΠ编程语言理论
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.
Graph theory visualizations
Javascript taught Music Theory
A General Theory of Reactivity