DynamicalSystems.jl
DynamicalSystems.jl: A Julia software library for chaos and nonlinear dynamics - Published in JOSS (2018)
infotheory
infotheory: A C++/Python package for multivariate information theoretic analysis - Published in JOSS (2020)
ThermoFun
ThermoFun: A C++/Python library for computing standard thermodynamic properties of substances and reactions across wide ranges of temperatures and pressures - Published in JOSS (2023)
neurokit2
NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing
infomeasure
Python package for calculating various information measures, including entropy, mutual information, transfer entropy, and more, with support for both discrete and continuous variables.
segregation
R package to calculate entropy-based segregation indices, with a focus on the Mutual Information Index (M) and Theil’s Information Index (H)
complexitymeasures.jl
Estimators for probabilities, entropies, and other complexity measures derived from data in the context of nonlinear dynamics and complex systems
@stdlib/stats-base-dists-normal-entropy
Normal distribution differential entropy.
copent
R package for estimating copula entropy (mutual information), transfer entropy (conditional mutual information), and the statistic for multivariate normality test and two-sample test
@stdlib/stats-base-dists-lognormal-entropy
Lognormal distribution differential entropy.
@stdlib/stats-base-dists-exponential-entropy
Exponential distribution differential entropy.
@stdlib/stats-base-dists-uniform-entropy
Uniform distribution differential entropy.
@stdlib/stats-base-dists-triangular-entropy
Triangular distribution differential entropy.
@stdlib/stats-base-dists-gamma-entropy
Gamma distribution differential entropy.
@stdlib/stats-base-dists-frechet-entropy
Fréchet distribution differential entropy.
@stdlib/stats-base-dists-laplace-entropy
Laplace distribution differential entropy.
@stdlib/stats-base-dists-invgamma-entropy
Inverse gamma distribution differential entropy.
@stdlib/stats-base-dists-rayleigh-entropy
Rayleigh distribution differential entropy.
@stdlib/stats-base-dists-arcsine-entropy
Arcsine distribution differential entropy.
@stdlib/stats-base-dists-pareto-type1-entropy
Pareto (Type I) distribution differential entropy.
@stdlib/stats-base-dists-erlang-entropy
Erlang distribution differential entropy.
@stdlib/stats-base-dists-discrete-uniform-entropy
Discrete uniform distribution entropy.
https://github.com/juliadynamics/associations.jl
Algorithms for quantifying associations, independence testing and causal inference from data.
FSelectorRcpp
Rcpp (free of Java/Weka) implementation of FSelector entropy-based feature selection algorithms with a sparse matrix support
entropy-core-evolution
Code and data for the "entropy plateaus" paper (Altamura et al. 2025)
@stdlib/stats-base-dists-cauchy-entropy
Cauchy distribution differential entropy.
ndd
Bayesian entropy estimation in Python - via the Nemenman-Schafee-Bialek algorithm
https://github.com/capjamesg/adventures-with-compression
My adventures with compression.
https://github.com/copyleftdev/1337-fish-rng
1337-fish-rng leverages the unpredictable movements of fish to generate true randomness from live video feeds. This innovative project merges natural phenomena with digital technology to provide a unique, open-source tool for enhancing security and research.
https://github.com/chenliu-1996/diffusionspectralentropy
[ICMLW 2023, IEEE CISS 2024] Assessing Neural Network Representations During Training Using Noise-Resilient Diffusion Spectral Entropy
https://github.com/aveek-saha/wordle-solver
Solves the daily Wordle puzzle in hard mode and tweets it 🐦
pymdea
Modified diffusion entropy analysis. Time-series analysis technique developed by the Center for Nonlinear Science at the University of North Texas
stats-base-dists-planck-entropy
Planck (discrete exponential) distribution differential entropy.
neotrng
🎲 A Tiny and Platform-Independent True Random Number Generator for any FPGA (and ASIC).
https://github.com/benhid/pymsa
Scoring multiple sequence alignments with Python
