Entropy Python Packages

antropy

AntroPy: entropy and complexity of (EEG) time-series in Python

neurokit2

NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing

fortitudo-tech

Entropy Pooling views and stress testing combined with Conditional Value-at-Risk (CVaR) portfolio optimization in Python.

tartufo

Searches through git repositories for high entropy strings and secrets, digging deep into commit history

entropyhub

An open-source toolkit for entropic data analysis.

pii-shield-wasi

High-performance PII redaction scanner using Go WASM (WASI)

phi-complexity

Code quality metrics based on Golden Ratio (φ) mathematical invariants

nemtropy

A python3 module for maximum entropy models on networks.

bintropy

Analysis tool for estimating the likelihood that a binary contains compressed or encrypted bytes

egora

EgoRA — Entropy-Governed Orthogonality Regularization for Adaptation. Dynamic information-theoretic regularization for fine-tuning neural networks.

spkit

Signal Processing Toolkit, including ML models with visualization

torch-explain

PyTorch Explain: Interpretable Deep Learning in Python.

entropy-estimators

Estimators for entropy and other information theoretic quantities of continuous distributions

infomeasure

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

reminder-detector

Implementation of the packing detection heuristic from the paper "Packed PE File Detection for Malware Forensics" of Han et al.

entroplain

Entropy-based early exit for efficient agent reasoning

ennemi

Non-linear correlation detection with mutual information

ndd

Bayesian entropy estimation in Python - via the Nemenman-Schafee-Bialek algorithm

hellonlp

NLP tools, word segmentation, sentence segmentation， New-Word-Discovery，新词发现

jsl-pathfinder

Morris Water Maze Search Strategy Analysis

insight137-eap

Entropy Attunement Protocol - 4D entropy profiling for behavioral prediction and AI safety

leymosun

High-Entropy Randomness Research Toolkit. High-Entropy Random Number Generator (HE-RNGs). Generation of random matrices in canonical ensembles. Generating of mixed matrix ensembles via Mixed Matrix Ensemble Sampling (MMES) algorithm. Matrix utilities, spectral analysis, krylov and quantum core, spectral unfolding, nearest-neighbor spacing, mean adjacent gap ratio, analytic expressions from theory and uncertainty quantification.

libquantum

Standardized Gabor atom representations with minimal time-frequency uncertainty.

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