It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.

Powerful modern math library for PHP: Features descriptive statistics and regressions; Continuous and discrete probability distributions; Linear algebra with matrices and vectors, Numerical analysis; special mathematical functions; Algebra

Hierarchical unsupervised and semi-supervised topic models for sparse count data with CorEx

Python package for information theory.

Multi-level network clustering based on the Map Equation

Non-parametric Entropy Estimation Toolbox

CorEx or "Correlation Explanation" discovers a hierarchy of informative latent factors. This reference implementation has been superseded by other versions below.

📚Сборник русскоязычной информации по Flutter

JIDT: Java Information Dynamics Toolkit for studying information-theoretic measures of computation in complex systems

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.

Interpretable data visualizations for understanding how texts differ at the word level

Official Implementation of Learning Diverse and Discriminative Representations via the Principle of Maximal Coding Rate Reduction (2020)

An open-source toolkit for entropic data analysis.

Estimating Copula Entropy (Mutual Information), Transfer Entropy (Conditional Mutual Information), and the statistics for multivariate normality test and two-sample test, and change point detection in Python

Information Theory and Distance Quantification with R

A flexible version of CorEx developed for bio-data challenges that handles missing data, continuous/discrete variables, multi-CPU, overlapping structure, and includes visualizations

Uncertainty and causal emergence in complex networks

Framework for Information Theoretical analysis of Electrophysiological data and Statistics

Combine and clean word lists

An open-source library for Python 3 providing tools for analysis and simulation of analog and digital communication systems.

The HSIC Bottleneck: Deep Learning without Back-Propagation

[ICLR 2021] "InfoBERT: Improving Robustness of Language Models from An Information Theoretic Perspective" by Boxin Wang, Shuohang Wang, Yu Cheng, Zhe Gan, Ruoxi Jia, Bo Li, Jingjing Liu

A Rocq formalization of information theory and linear error-correcting codes

Probabilistic question-asking system: the program asks, the users answer. The minimal goal of the program is to identify what the user needs (a target), even if the user is not aware of the existence of such a thing/product/service.

Adaptive and automatic gradient boosting computations.

Python package for calculating various information measures, including entropy, mutual information, transfer entropy, and more, with support for both discrete and continuous variables.

Periodic time series analysis tools based on information theory

A toolkit to boost the productivity of machine learning engineers.

Course 5SSD0 - Bayesian Machine Learning and Information Processing

Python Symbolic Information Theoretic Inequality Prover