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mapequation
infomap

Multi-level network clustering based on the Map Equation

18K 484 92
MattWillFlood
entropyhub

An open-source toolkit for entropic data analysis.

7K 179 24
kxytechnologies
kxy

A Powerful Serverless Pre-Learning and Post-Learning Analysis Toolkit

4K 51 12
rwnobrega
komm

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

4K 94 16
gregversteeg
corextopic

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

3K 640 118
Nikeshbajaj
spkit

Signal Processing Toolkit, including ML models with visualization

1K 37 33
mykola-ponomarenko-ua
rgclib

Python wrapper for the C implementation of Recursive Group Coding (RGC)

1K 2 0
galenseilis
conaction

A package for studying how things change together.

1K 2 0
iabs-neuro
driada

Population and element-level analysis of neuronal computations

1K 10 0
Naereen
lempel-ziv-complexity

:package: Lempel-Ziv Complexity, fast implementations with :snake: Python (naive, Numba or Cython for speedup), Open-Source (MIT) :+1: →

1K 35 10
cbueth
infomeasure

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

958 69 11
polsys
ennemi

Non-linear correlation detection with mutual information

925 39 14
kodejuice
arithmetic-compressor

Arithmetic coding library with statistical models like PPM and Context mixing (demonstrating core principles of probabilistic inference, ensemble learning in AI)

911 19 3
phuijse
p4j

Periodic time series analysis tools based on information theory

684 57 11
Laouen
thoi

THOI: An efficient library for higher order interactions analysis based on Gaussian copulas enhanced by batch-processing

658 22 3
majianthu
copent

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

656 168 31
Zer0pa
zpe-imc-kernel

Optional native Rust kernel for zpe-multimodal stream scan and validation paths

538 0 0
y-takashina
depynd

Evaluating dependencies among random variables.

514 8 2
brainets
frites

Framework for Information Theoretical analysis of Electrophysiological data and Statistics

509 101 21
pierrebaudot
infotopo

computes most of information functions (joint entropy, conditional, mutual information, total correlation information distance) and deep information networks

399 41 8
ryanjgallagher
shifterator

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

370 288 32
turtle261
infotheory-rs

Python bindings for the infotheory Rust library

316 12 0
ztxtech
dstz

A python package of evidence theory

282 9 1
cheuktingli
psitip

Python Symbolic Information Theoretic Inequality Prover

247 48 8
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