Top 7 Python information-theory Projects

corex_topic

5 622 3.8 Python

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

2 272 0.0 Python

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

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
IDTxl

1 234 7.5 Python

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.
pycopent

1 132 6.0 Python

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
ennemi

1 34 1.3 Python

Easy Nearest Neighbor Estimation of Mutual Information
microbiome-mvib

2 25 4.3 Python

Microbiome-based disease prediction with multimodal variational information bottlenecks, Grazioli et al., PLOS Computational Biology 2022
top-down-prediction

1 5 10.0 Python

A new brain puzzle game based on information theory.
WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).