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The Top 23 Information Theory Open Source Projects

Open source projects categorized as Information Theory
Categories > Mathematics > Information Theory
Interviews.ai ⭐ 3,146
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.
most recent commit 2 years ago
Math Php ⭐ 2,280
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
dependent packages 23total releases 135most recent commit 4 months agopackagist markrogoyski/math-php} Downloads
Dit ⭐ 467
Python package for information theory.
most recent commit 5 months ago
Papers ⭐ 461
Collection of papers
most recent commit 2 years ago
Corex_topic ⭐ 441
Hierarchical unsupervised and semi-supervised topic models for sparse count data with CorEx
dependent packages 4total releases 7most recent commit 3 years agopypi corextopic} Downloads
Infomap ⭐ 401
Multi-level network clustering based on the Map Equation
dependent packages 3total releases 78most recent commit 4 months agopypi infomap} Downloads
Pyphi ⭐ 345
A toolbox for integrated information theory.
dependent packages 2total releases 24most recent commit 4 months agopypi pyphi} Downloads
Awesome Maths Learning ⭐ 269
😎 📜 Collection of the most awesome Maths learning resources in the form of notes, videos and cheatsheets.
most recent commit 3 months ago
Npeet ⭐ 269
Non-parametric Entropy Estimation Toolbox
most recent commit 2 years ago
Shifterator ⭐ 247
Interpretable data visualizations for understanding how texts differ at the word level
dependent packages 1total releases 7most recent commit 2 years agopypi shifterator} Downloads
Corex ⭐ 237
CorEx or "Correlation Explanation" discovers a hierarchy of informative latent factors. This reference implementation has been superseded by other versions below.
most recent commit 7 years ago
Flutter_info ⭐ 234
📚Сборник русскоязычной информации по Flutter
most recent commit 5 months ago
Jidt ⭐ 225
JIDT: Java Information Dynamics Toolkit for studying information-theoretic measures of computation in complex systems
most recent commit 6 months ago
Idtxl ⭐ 223
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.
most recent commit 3 months ago
Philentropy ⭐ 119
Information Theory and Distance Quantification with R
dependent packages 24total releases 10most recent commit 5 months ago
Bio_corex ⭐ 116
A flexible version of CorEx developed for bio-data challenges that handles missing data, continuous/discrete variables, multi-CPU, overlapping structure, and includes visualizations
most recent commit 3 years ago
Pycopent ⭐ 101
Estimating Copula Entropy (Mutual Information), Transfer Entropy (Conditional Independence), and the statistics for multivariate normality test and two-sample test in Python
total releases 17most recent commit 8 months ago
Quantuminformation.jl ⭐ 84
A Julia package for numerical computation in quantum information theory
most recent commit a year ago
Infobert ⭐ 81
[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
most recent commit 6 months ago
Node Google Search Scraper ⭐ 76
Google search scraper with captcha solving support
dependent packages 13total releases 4most recent commit 4 years agonpm google-search-scraper} Downloads
Komm ⭐ 73
An open-source library for Python 3 providing tools for analysis and simulation of analog and digital communication systems.
total releases 23most recent commit 3 months ago
Frites ⭐ 63
Framework for Information Theoretical analysis of Electrophysiological data and Statistics
total releases 13most recent commit 7 months ago
Agtboost ⭐ 62
Adaptive and automatic gradient boosting computations.
most recent commit 2 years ago
The 9 Most Depended On Information Theory Open Source Projects
Philentropy ⭐ 119
Information Theory and Distance Quantification with R
dependent packages 24total releases 10latest release November 05, 2022most recent commit 5 months ago
Node Google Search Scraper ⭐ 76
Google search scraper with captcha solving support
dependent packages 13total releases 4latest release June 20, 2018most recent commit 4 years agonpm google-search-scraper} Downloads
Spkit ⭐ 14
Signal Processing Toolkit, including ML models with visualization
dependent packages 4total releases 17latest release November 14, 2023most recent commit a year agopypi spkit} Downloads
Corex_topic ⭐ 441
Hierarchical unsupervised and semi-supervised topic models for sparse count data with CorEx
dependent packages 4total releases 7latest release March 22, 2021most recent commit 3 years agopypi corextopic} Downloads
Infomap ⭐ 401
Multi-level network clustering based on the Map Equation
dependent packages 3total releases 78latest release November 05, 2022most recent commit 4 months agopypi infomap} Downloads
Pyphi ⭐ 345
A toolbox for integrated information theory.
dependent packages 2total releases 24latest release June 22, 2019most recent commit 4 months agopypi pyphi} Downloads
Ennemi ⭐ 28
Easy Nearest Neighbor Estimation of Mutual Information
dependent packages 2total releases 9latest release April 06, 2022most recent commit a year agopypi ennemi} Downloads
Shifterator ⭐ 247
Interpretable data visualizations for understanding how texts differ at the word level
dependent packages 1total releases 7latest release November 15, 2021most recent commit 2 years agopypi shifterator} Downloads
The 10 Latest Releases In Information Theory Open Source Projects
Spkit ⭐ 14
Signal Processing Toolkit, including ML models with visualization
dependent packages 4total releases 17latest release November 14, 2023most recent commit a year agopypi spkit} Downloads
Rasterdiv ⭐ 12
Diversity Indices for Numerical Matrices
total releases 8latest release November 24, 2022most recent commit 4 months ago
Infomap ⭐ 401
Multi-level network clustering based on the Map Equation
dependent packages 3total releases 78latest release November 05, 2022most recent commit 4 months agopypi infomap} Downloads
Philentropy ⭐ 119
Information Theory and Distance Quantification with R
dependent packages 24total releases 10latest release November 05, 2022most recent commit 5 months ago
Psitip ⭐ 12
Python Symbolic Information Theoretic Inequality Prover
total releases 2latest release September 20, 2022most recent commit 2 years ago
Kxy Python ⭐ 14
A toolkit to boost the productivity of machine learning engineers.
total releases 146latest release June 06, 2022most recent commit 2 years ago
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