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Entropy Python Packages

Python packages with the GitHub topic entropy. Sorted by relevance, with stars and monthly downloads.
raphaelvallat
antropy

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

121K 367 61
neuropsychology
neurokit2

NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing

121K 2K 518
fortitudo-tech
fortitudo-tech

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

27K 296 54
godaddy
tartufo

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

7K 514 72
MattWillFlood
entropyhub

An open-source toolkit for entropic data analysis.

7K 179 24
aragossa
pii-shield-wasi

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

5K 52 4
spockoo
phi-complexity

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

3K 1 0
nicoloval
nemtropy

A python3 module for maximum entropy models on networks.

2K 46 8
packing-box
bintropy

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

1K 49 4
ArsSocratica
egora

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

1K 0 0
Nikeshbajaj
spkit

Signal Processing Toolkit, including ML models with visualization

1K 37 33
pietrobarbiero
torch-explain

PyTorch Explain: Interpretable Deep Learning in Python.

1K 171 17
paulbrodersen
entropy-estimators

Estimators for entropy and other information theoretic quantities of continuous distributions

1K 147 28
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.

1K 69 11
packing-box
reminder-detector

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

993 2 0
entroplain
entroplain

Entropy-based early exit for efficient agent reasoning

907 2 0
polsys
ennemi

Non-linear correlation detection with mutual information

892 39 14
simomarsili
ndd

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

882 52 3
hellonlp
hellonlp

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

821 27 9
MatthewBCooke
jsl-pathfinder

Morris Water Maze Search Strategy Analysis

810 33 11
Insight137
insight137-eap

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

787 1 0
msuzen
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.

690 8 0
RedVoxInc
libquantum

Standardized Gabor atom representations with minimal time-frequency uncertainty.

663 3 0
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

641 168 31
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