72 Open Source Entropy Software Projects

EntropyString for Elixir

PE Tools - Portable executable (PE) manipulation toolkit

NIPS 2017: ALICE: Towards Understanding Adversarial Learning for Joint Distribution Matching

Programs for Information Topology Data Analysis

High volume thermal entropy generator for iOS

Red-team tool to hook libc read syscall with a buffer overflow vulnerability.

Tools for the exploration of chaos and nonlinear dynamics

Code for the paper "Minimal-Entropy Correlation Alignment for Unsupervised Deep Domain Adaptation", ICLR 2018

Boltzmann entropy of a landscape gradient

Calculate the entropy of a password string, but fast!

sabre: Spatial Association Between REgionalizations

R package to calculate entropy-based segregation indices, with a focus on the Mutual Information Index (M) and Theil’s Information Index (H)

Detect leaks in security event logs.

Algorithms for causal inference and the detection of dynamical coupling from time series, and for approximation of the transfer operator and invariant measures.

MATLAB script for efficiently computing values of permutation entropy from 1D time series in sliding windows

Simple tool to graph files for quick analysis

New generation entropy codecs : Finite State Entropy and Huff0

A random generator (string and number)

EntroPy: complexity of time-series in Python (DEPRECATED)

multiprocess unsupervised chinese_detect_words ngram_combination

C++/Python Information theoretic analyses tools

Monitor, Alert, and Discover sensitive info and data leakage on Github.

Massively Parallel ANS Decoding on GPUs

Search Strategy analysis and more for spatial navigation data in rodents

Evaluate your dialog model with 17 metrics! (see paper)

Filter dialog data with a simple entropy-based method (see ACL paper)

Password generator

Key Negotiation Of Bluetooth (KNOB) attacks on Bluetooth BR/EDR and BLE [CVE-2019-9506]

Program for determining types of files for Windows, Linux and MacOS.

Mutual Information functions for C and MATLAB

A number format that inspects your code by logging the arithmetic results.

NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing

Benchmarking repo for secrets scanning

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

C++ Eye Iris Automatic Detection based on entropy & Iris color score using openCV

Easy Nearest Neighbor Estimation of Mutual Information

Non-parametric Entropy Estimation Toolbox

DIE engine

R package for estimating copula entropy and transfer entropy

Compressing atmospheric data into its real information

A python3 module for maximum entropy models on networks.

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

noisy labels; missing labels; semi-supervised learning; entropy; uncertainty; robustness and generalisation.

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

Validate the Strength of a Password in Go

Official PyTorch implementation of A Quaternion-Valued Variational Autoencoder (QVAE).

Entropy for Python

BwE PS4 NOR Validator. Designed to validate the entire raw and semi-encrypted firmware of a PlayStation 4. Created using Perl.

Generate passwords and analyze their strength given physical limits to computation

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

PyTorch Explain: Logic Explained Networks in Python.

Honest-but-Curious Nets: Sensitive Attributes of Private Inputs Can Be Secretly Coded into the Classifiers' Outputs (ACM CCS'21)

JIDT: Java Information Dynamics Toolkit for studying information-theoretic measures of computation in complex systems

Spritz encryption system portable C library, CSPRNG, cryptographic hash and MAC functions, symmetric-key data encryption, and general-purpose functions. It's also an Arduino library.

Compiler for Entropy, a programming language where all data is in a constant state of decay

Rcpp (free of Java/Weka) implementation of FSelector entropy-based feature selection algorithms with a sparse matrix support

A cross platform C library for information analysis of dynamical systems

A machine learning / bayesian inference engine assigning attributes to objects

Simple web-based password generator

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

A python script computing the entropy of Bitcoin transactions and the linkability of their inputs and outputs.

A Python Toolbox for Statistics and Neurophysiological Signal Processing (EEG, EDA, ECG, EMG...).

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

Truehunter

Chinese word segmentation algorithm based on entropy（基于熵，无需语料库的中文分词）

Award winning software library for nonlinear dynamics

CorBinian: A toolbox for modelling and simulating high-dimensional binary and count-data with correlations

Probabilistic question-asking system: the program asks, the users answer. The minimal goal of the program is to identify what the user needs (a target), even if the user is not aware of the existence of such a thing/product/service.

EntropyString for Swift

EntropyString for JavaScript

Scoring multiple sequence alignments with Python