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The Top 23 Mutual Information Open Source Projects

Open source projects categorized as Mutual Information
Categories > Mutual Information
Jidt ⭐ 225
JIDT: Java Information Dynamics Toolkit for studying information-theoretic measures of computation in complex systems
most recent commit 8 months ago
Neuraldialog Laed ⭐ 183
PyTorch implementation for Interpretable Dialog Generation ACL 2018, It is released by Tiancheng Zhao (Tony) from Dialog Research Center, LTI, CMU
most recent commit 5 years ago
Pymrmr ⭐ 135
Python3 binding to mRMR Feature Selection algorithm (currently not maintained)
dependent packages 1total releases 10most recent commit 6 months agopypi pymrmr} Downloads
Causalitytools.jl ⭐ 121
Algorithms for detecting associations, dynamical influences and causal inference from data.
most recent commit 9 months ago
Tim ⭐ 109
(NeurIPS 2020) Transductive Information Maximization for Few-Shot Learning https://arxiv.org/abs/2008.11297
most recent commit a year 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 a year ago
Mitoolbox ⭐ 98
Mutual Information functions for C and MATLAB
most recent commit 6 years ago
Cikm2020 S3rec ⭐ 97
Code for CIKM2020 "S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization"
most recent commit 4 years ago
New Word Discovery ⭐ 66
新词发现 基于词频、凝聚系数和左右邻接信息熵
most recent commit 4 years ago
Mitos.jl ⭐ 64
Mutual Information Tools for protein Sequence analysis in Julia
most recent commit 5 months ago
Copent ⭐ 35
R package for estimating copula entropy (mutual information), transfer entropy (conditional independence), and the statistic for multivariate normality test and two-sample test
total releases 4most recent commit a year ago
Nonanlibrary ⭐ 34
This is our standard library for nonlinear analysis. Many of these functions are the same we use in our services. We do have additional methods that are not public but could be made available in a future release. If you are interested in learning more, attending our workshops or webinars or using our data analysis services please contact [email protected].
most recent commit 7 months ago
Ennemi ⭐ 28
Easy Nearest Neighbor Estimation of Mutual Information
dependent packages 2total releases 9most recent commit a year agopypi ennemi} Downloads
Mihash ⭐ 28
Implementation of our ICCV 2017 paper: MIHash - Hashing with Mutual Information
most recent commit 3 years ago
Automatic_lidar_camera_calibration ⭐ 26
auto-calibration of lidar and camera based on maximization of intensity mutual information
most recent commit 2 years ago
Mafese ⭐ 23
Feature Selection using Metaheuristics Made Easy: Open Source MAFESE Library in Python
most recent commit 10 months ago
Unsupervised_extract_detect_words ⭐ 23
multiprocess unsupervised chinese_detect_words ngram_combination
most recent commit 6 years ago
Inform ⭐ 21
A cross platform C library for information analysis of dynamical systems
most recent commit 3 years ago
Sjaracne ⭐ 19
Scalable Tool for Gene Network Reverse Engineering
most recent commit a year ago
Rsmi Ne ⭐ 17
A Python package for efficient optimisation of real-space renormalization group transformations using Tensorflow.
most recent commit 2 years ago
Infotopopy ⭐ 17
computes most of information functions (joint entropy, conditional, mutual information, total correlation information distance) and deep information networks
total releases 11most recent commit 2 years ago
Ncd Iic ⭐ 15
Modeling Inter-Class and Intra-Class Constraints in Novel Class Discovery (CVPR 2023)
most recent commit 6 months ago
Bmi ⭐ 14
Mutual information estimators and benchmark
most recent commit 6 months ago
The 3 Most Depended On Mutual Information 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
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
Pymrmr ⭐ 135
Python3 binding to mRMR Feature Selection algorithm (currently not maintained)
dependent packages 1total releases 10latest release January 28, 2021most recent commit 6 months agopypi pymrmr} Downloads
The 10 Latest Releases In Mutual Information 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
Gmm Mi ⭐ 12
Estimation of mutual information (MI) distribution with Gaussian mixture models (GMMs)
total releases 21latest release January 10, 2023most recent commit a year ago
Minfo ⭐ 6
Mutual information estimator with adaptive partitioning algorithm (C++/OpenMP accelerated).
total releases 6latest release December 07, 2022most recent commit 2 years ago
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
Pymrmr ⭐ 135
Python3 binding to mRMR Feature Selection algorithm (currently not maintained)
dependent packages 1total releases 10latest release January 28, 2021most recent commit 6 months agopypi pymrmr} Downloads
Mico ⭐ 11
MICO: Mutual Information and Conic Optimization for feature selection
total releases 2latest release December 02, 2019most recent commit 2 years ago
Mitos.jl ⭐ 64
Mutual Information Tools for protein Sequence analysis in Julia
latest release December 21, 2017most recent commit 5 months ago
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