Entropy Python Packages

antropy

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

neurokit2

NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing

entropy-estimators

Estimators for the entropy and other information theoretic quantities of continuous distributions

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.

vtrng

Very True Random Number Generator, pure-software TRNG from CPU jitter physics

hellonlp

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

infomeasure

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

pii-shield-wasi

Zero-code K8s sidecar for log sanitization. Detects secrets via Entropy Analysis, preserves JSON integrity, and redacts PII deterministically. 🛡️

entropy-password-generator

A secure password generator with high entropy, compliant with Proton and NIST standards

nemtropy

A python3 module for maximum entropy models on networks.

spkit

Signal Processing Toolkit, including ML models with visualization

torch-explain

PyTorch Explain: Interpretable Deep Learning in Python.

reminder-detector

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

ennemi

Easy Nearest Neighbor Estimation of Mutual Information

bintropy

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

jsl-pathfinder

Morris Water Maze Search Strategy Analysis

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

fselect

Feature Selection for Clustering

hc-passphrase

A cryptographically secure passphrase and password generator

egora

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

entropy-pooling

Entropy Pooling in Python with a BSD 3-Clause license.

phi-complexity

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