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GitHub topics: information-theory

markrogoyski/math-php

Powerful modern math library for PHP: Features descriptive statistics and regressions; Continuous and discrete probability distributions; Linear algebra with matrices and vectors, Numerical analysis; special mathematical functions; Algebra

Language: PHP - Size: 5.56 MB - Last synced at: about 8 hours ago - Pushed at: 3 months ago - Stars: 2,367 - Forks: 243

rwnobrega/komm

An open-source library for Python 3 providing tools for analysis and simulation of analog and digital communication systems.

Language: Python - Size: 13.9 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 88 - Forks: 14

ViktorAJStein/Accelerated_Stein_Variational_Gradient_Flows

Accelerated Stein Variational Gradient Descent for sampling for densities

Language: Python - Size: 3.25 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 0 - Forks: 0

dit/dit

Python package for information theory.

Language: Python - Size: 4.42 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 538 - Forks: 90

marcelo-mlv/ELE32-Labs

Laboratórios da disciplina ELE-32: Introdução a Telecomunicações, do Instituto Tecnológico de Aeronáutica.

Language: Python - Size: 133 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

cobilab/spark

This program schools, simulates, and searches for exact or approximate Turing Machines (TMs) with specific characteristics.

Language: C - Size: 344 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 1 - Forks: 1

demr64/0xFFman

A file compressor/decompressor based on huffman coding

Language: C - Size: 3.91 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 1 - Forks: 0

ryanchankh/mcr2

Official Implementation of Learning Diverse and Discriminative Representations via the Principle of Maximal Coding Rate Reduction (2020)

Language: Python - Size: 624 KB - Last synced at: 3 days ago - Pushed at: over 2 years ago - Stars: 198 - Forks: 44

mapequation/infomap

Multi-level network clustering based on the Map Equation

Language: C++ - Size: 17.6 MB - Last synced at: 4 days ago - Pushed at: 4 months ago - Stars: 461 - Forks: 90

oescoba2/MyWork

This repo contains my applied & computational mathematics work.

Language: Jupyter Notebook - Size: 7.11 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

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.

Language: Python - Size: 2.93 MB - Last synced at: 1 day ago - Pushed at: 6 days ago - Stars: 2 - Forks: 0

stdlib-js/simulate-iter-awgn

Create an iterator which introduces additive white Gaussian noise.

Language: JavaScript - Size: 2.29 MB - Last synced at: 6 days ago - Pushed at: 7 days ago - Stars: 2 - Forks: 0

MattWillFlood/EntropyHub

An open-source toolkit for entropic data analysis.

Language: TeX - Size: 55.7 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 162 - Forks: 23

sathvik-spartan/Mathematics-for-AI

This repo contains all mathematics essentials for AI.

Size: 0 Bytes - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 0 - Forks: 0

affeldt-aist/infotheo

A Coq formalization of information theory and linear error-correcting codes

Language: Coq - Size: 4.19 MB - Last synced at: 6 days ago - Pushed at: 8 days ago - Stars: 70 - Forks: 16

HosseinAtrsaei/Capacity-Bounds-for-Communication-Systems-with-Quantization-and-Spectral-Constraints

This repo analyzes capacity bounds of communication systems with quantization and spectral constraints. It includes theoretical derivations and numerical evaluations of mutual information under coarse quantization and bandwidth limitations, with applications in modern wireless systems.

Language: Jupyter Notebook - Size: 144 KB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 0 - Forks: 0

intervals-mining-lab/libiada-core

The classes library for analysis of large data arrays, based on new approach in the field of informatics - formal order analysis (FOA).

Language: C# - Size: 9.11 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 3 - Forks: 0

DanielEftekhari/normality-normalization

Code accompanying the ICML 2025 paper "On the Importance of Gaussianizing Representations"

Language: Python - Size: 33.2 KB - Last synced at: 9 days ago - Pushed at: 10 days ago - Stars: 0 - Forks: 0

gregversteeg/NPEET

Non-parametric Entropy Estimation Toolbox

Language: Python - Size: 304 KB - Last synced at: 10 days ago - Pushed at: over 2 years ago - Stars: 401 - Forks: 91

brainets/frites

Framework for Information Theoretical analysis of Electrophysiological data and Statistics

Language: Python - Size: 409 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 91 - Forks: 21

maxmynter/transfer-entropy-toolbox

Rewrite and extension of the research in my M.Sc. thesis for publication

Language: Python - Size: 252 KB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 0 - Forks: 0

VanessB/mutinfo

Mutual information estimators and benchmarks

Language: Jupyter Notebook - Size: 3.38 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 9 - Forks: 1

gregversteeg/bio_corex

A flexible version of CorEx developed for bio-data challenges that handles missing data, continuous/discrete variables, multi-CPU, overlapping structure, and includes visualizations

Language: Python - Size: 14.7 MB - Last synced at: 8 days ago - Pushed at: over 3 years ago - Stars: 142 - Forks: 28

gregversteeg/corex_topic

Hierarchical unsupervised and semi-supervised topic models for sparse count data with CorEx

Language: Python - Size: 14.6 MB - Last synced at: 8 days ago - Pushed at: about 4 years ago - Stars: 632 - Forks: 119

noClaps/it-notes 📦

Language: TypeScript - Size: 134 KB - Last synced at: 7 days ago - Pushed at: 16 days ago - Stars: 0 - Forks: 0

pwollstadt/IDTxl

The Information Dynamics Toolkit xl (IDTxl) is a comprehensive software package for efficient inference of networks and their node dynamics from multivariate time series data using information theory.

Language: Python - Size: 57.6 MB - Last synced at: 10 days ago - Pushed at: 16 days ago - Stars: 261 - Forks: 78

pierrebaudot/infotopopy

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

Language: Python - Size: 33.3 MB - Last synced at: 13 days ago - Pushed at: about 3 years ago - Stars: 38 - Forks: 8

sts10/orchard-street-wordlists

Wordlists designed for generating passphrases

Size: 1.72 MB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 31 - Forks: 1

ErillLab/average_entropy

Calculates the expected value of the entropy of a uniformly distributed sample of size N over Ω bins (or categories).

Language: Python - Size: 5.86 KB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 0 - Forks: 0

limdor/quoniam

A framework for viewpoint selection of 3D models

Language: C++ - Size: 105 MB - Last synced at: 22 days ago - Pushed at: 23 days ago - Stars: 10 - Forks: 0

xavierzinn/NOESIS

Sending a message... without sending a message

Language: HTML - Size: 143 KB - Last synced at: 23 days ago - Pushed at: 24 days ago - Stars: 0 - Forks: 0

Naereen/Lempel-Ziv_Complexity

:package: Lempel-Ziv Complexity, fast implementations with :snake: Python (naive, Numba or Cython for speedup), Open-Source (MIT) :+1: →

Language: Jupyter Notebook - Size: 230 KB - Last synced at: 5 days ago - Pushed at: about 4 years ago - Stars: 35 - Forks: 10

kirkegaardlab/recloc

Official code for the paper Local Clustering and Global Spreading of Receptors for Optimal Spatial Gradient Sensing (PRL 2025). Includes simulations and visualizations for optimizing receptor placement on cell surfaces.

Language: Python - Size: 28.3 KB - Last synced at: 23 days ago - Pushed at: 24 days ago - Stars: 2 - Forks: 0

bertdv/BMLIP

Course 5SSD0 - Bayesian Machine Learning and Information Processing

Language: Jupyter Notebook - Size: 691 MB - Last synced at: 7 days ago - Pushed at: 26 days ago - Stars: 45 - Forks: 20

madvn/infotheory

C++/Python Information theoretic analyses tools

Language: C++ - Size: 925 KB - Last synced at: 8 days ago - Pushed at: about 2 years ago - Stars: 40 - Forks: 9

spkit/spkit.github.io

Signal Processing & Machine Learning

Language: HTML - Size: 127 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 0 - Forks: 1

drostlab/philentropy

Information Theory and Distance Quantification with R

Language: R - Size: 4.46 MB - Last synced at: 8 days ago - Pushed at: 5 months ago - Stars: 139 - Forks: 19

BoltzmannEntropy/interviews.ai

It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.

Size: 21 MB - Last synced at: 28 days ago - Pushed at: over 3 years ago - Stars: 4,585 - Forks: 299

google-research/hybrid_rcc

A C++ library for information theory and probability

Language: C++ - Size: 30.3 KB - Last synced at: 17 days ago - Pushed at: almost 2 years ago - Stars: 13 - Forks: 3

AndyyyYuuu/lm-is-compressor

An accurate language model is a high-compression, lossless data compressor

Language: Python - Size: 1.06 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0

InfoDynamicsTeam/CrossMI

Cross Mutual Information

Language: Python - Size: 0 Bytes - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

florent-leclercq/Bayes_InfoTheory

Lectures on Bayesian statistics and information theory

Language: Jupyter Notebook - Size: 31.5 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 31 - Forks: 4

AAnzel/Polar-Diagrams-Dashboard

"A Multi-Technique Strategy for Improving Summary Polar Diagrams" by Aleksandar Anžel, Zewen Yang, and Georges Hattab

Language: Jupyter Notebook - Size: 6.85 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

MattWillFlood/EntropyHub.jl

An open-source toolkit for entropic data analysis

Language: Julia - Size: 2.18 MB - Last synced at: 5 days ago - Pushed at: about 1 year ago - Stars: 26 - Forks: 2

majianthu/pycopent

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

Language: Python - Size: 1.42 MB - Last synced at: 30 days ago - Pushed at: 7 months ago - Stars: 161 - Forks: 33

ManuelRausch/StatConfR

Development of an R package for metacognition researchers

Language: HTML - Size: 5.37 MB - Last synced at: 8 days ago - Pushed at: about 1 month ago - Stars: 5 - Forks: 1

stdlib-js/simulate-iter-awun

Create an iterator which introduces additive white uniform noise.

Language: JavaScript - Size: 2.02 MB - Last synced at: 29 days ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0

jlizier/jidt

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

Language: Java - Size: 50.6 MB - Last synced at: 29 days ago - Pushed at: about 1 month ago - Stars: 267 - Forks: 74

cheuktingli/psitip

Python Symbolic Information Theoretic Inequality Prover

Language: Python - Size: 2.56 MB - Last synced at: 13 days ago - Pushed at: about 1 year ago - Stars: 39 - Forks: 8

majianthu/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

Language: R - Size: 96.7 KB - Last synced at: 9 days ago - Pushed at: 11 months ago - Stars: 42 - Forks: 10

adityashrm21/information-theory-deep-learning

Resources and Implementations (PyTorch) for Information Theoretical concepts in Deep Learning

Language: Jupyter Notebook - Size: 180 KB - Last synced at: 12 days ago - Pushed at: over 6 years ago - Stars: 44 - Forks: 9

ztxtech/mass_cf

Mass Function描述的离散随机变量的矩母函数

Language: Python - Size: 25.4 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

stscl/sshicm

Information Consistency-Based Measures for Spatial Stratified Heterogeneity

Language: C++ - Size: 2.46 MB - Last synced at: 26 days ago - Pushed at: 5 months ago - Stars: 4 - Forks: 0

ztxtech/belief_variance

This repository contains an interactive HTML visualization tool designed to simulate the distribution of belief masses and compute entropy/variance metrics based on the theoretical framework described in the paper "Variance of Belief Information".

Language: Python - Size: 7.81 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

Sean-Hellman/Information-Entropy-Framework

A novel theoretical physics framework that derives spacetime from quantum information.

Size: 0 Bytes - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

Drxcq/AGT

Aurora Game Toolkit

Size: 1.95 KB - Last synced at: 7 days ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

ruizhian/TeamWeb

Language: HTML - Size: 35.7 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 1

ryanjgallagher/shifterator

Interpretable data visualizations for understanding how texts differ at the word level

Language: Python - Size: 40.1 MB - Last synced at: 29 days ago - Pushed at: 3 months ago - Stars: 274 - Forks: 29

Laouen/THOI

THOI: An efficient library for higher order interactions analysis based on Gaussian copulas enhanced by batch-processing

Language: Python - Size: 17.1 MB - Last synced at: 26 days ago - Pushed at: about 2 months ago - Stars: 16 - Forks: 1

ztxtech/dstz

A python package of evidence theory

Language: Python - Size: 56.6 KB - Last synced at: 6 days ago - Pushed at: about 2 months ago - Stars: 4 - Forks: 1

polsys/ennemi

Easy Nearest Neighbor Estimation of Mutual Information

Language: Python - Size: 1.83 MB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 37 - Forks: 13

frbourassa/antigen_encoding_theory

Theoretical analysis code for antigen encoding from cytokine dynamics.

Language: Jupyter Notebook - Size: 1.67 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

schependom/KULAK_informatieoverdracht-en-verwerking

Additional exercises from the course Informatie-overdracht en -verwerking (2nd year Computer Science @ KU Leuven Kulak) and their full solutions. Everything was typed out in LaTeX and the end solutions are correct.

Language: TeX - Size: 2.8 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

0x41337/The-Unknown-Mean-Problem

How can we identify which new data should be incorporated into a partial sample so that its mean approaches the true population mean – without previously knowing that mean?

Size: 3.91 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

phuijse/P4J

Periodic time series analysis tools based on information theory

Language: Python - Size: 3.12 MB - Last synced at: 29 days ago - Pushed at: 12 months ago - Stars: 55 - Forks: 11

sts10/tidy

Combine and clean word lists

Language: Rust - Size: 564 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 86 - Forks: 4

josgard94/JPEG

Compression of images with JPEG algorithm using python and Huffman codes.

Language: Python - Size: 83 KB - Last synced at: about 1 month ago - Pushed at: about 5 years ago - Stars: 11 - Forks: 5

realabbas/list-of-algorithms

A comprehensive curated list of algorithms🤠 🏆

Size: 82 KB - Last synced at: 2 months ago - Pushed at: over 5 years ago - Stars: 27 - Forks: 5

kgourgou/concentration-information-bounds

Showcasing the computation of the concentration-information bounds for the bias of an observable.

Language: Jupyter Notebook - Size: 62.5 KB - Last synced at: 17 days ago - Pushed at: 2 months ago - Stars: 2 - Forks: 0

speckhard/python_grid_est

Language: Python - Size: 1.83 MB - Last synced at: 4 days ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

david-ta-ming/wordlesolver

An intelligent Wordle solver that uses information theory and entropy calculations to suggest optimal guesses. Built with Spring Boot and React, this solver provides both an interactive web interface and a REST API for automated solving.

Language: Java - Size: 62.5 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

poppingtonic/chaitin-ait

Implementation of Chaitin's Lisp from 1995's The Limits of Mathematics -- Tutorial Version https://arxiv.org/abs/chao-dyn/9509010

Language: C - Size: 20.5 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 0

anishLearnsToCode/cryptography-and-information-theory

Coursera Course on Cryptography and Information Theory part of larger Applied Cryptography 🔐 Specialization by Univrsity of Colorado 🎓 on Coursera.

Size: 1.08 MB - Last synced at: about 2 months ago - Pushed at: over 4 years ago - Stars: 13 - Forks: 4

jkbren/einet

Uncertainty and causal emergence in complex networks

Language: Jupyter Notebook - Size: 112 MB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 109 - Forks: 25

egs33/PolarCodes

Polar codes in C++

Language: C++ - Size: 31.3 KB - Last synced at: about 1 month ago - Pushed at: over 5 years ago - Stars: 6 - Forks: 1

sts10/wla

Audit word lists

Language: Rust - Size: 73.2 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 5 - Forks: 0

ills-montreal/emir

When is an Embedding Model More Promising than Another?, NeurIPS'24

Language: Jupyter Notebook - Size: 296 MB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 11 - Forks: 0

josgard94/Hamming-codes-generator

This repository contains the source code of the Hamming code generator that uses a generating matrix of Hamming 7 (Matrix H7)

Language: Python - Size: 7.81 KB - Last synced at: about 1 month ago - Pushed at: almost 6 years ago - Stars: 5 - Forks: 3

robscardi/Quantum_Information_theory_project

Exam project for the course of Information Theory at Politecnico di Milano, Professor: Maurizio Magari

Language: MATLAB - Size: 30 MB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 2 - Forks: 0

manuel-alvarez-chaves/unite_toolbox

The UNITE toolbox, a set of tools to apply information theory to the diagnostic evaluation of scientific models

Language: Python - Size: 375 KB - Last synced at: 19 days ago - Pushed at: 8 months ago - Stars: 14 - Forks: 1

VanessB/Information-v3

Package for information-theoretic data analysis

Language: Jupyter Notebook - Size: 4.39 MB - Last synced at: 28 days ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 2

google-research/pisac

Tensorflow 2 source code for the PI-SAC agent from "Predictive Information Accelerates Learning in RL" (NeurIPS 2020)

Language: Python - Size: 43.9 KB - Last synced at: 17 days ago - Pushed at: almost 2 years ago - Stars: 44 - Forks: 10

Nikeshbajaj/spkit

Signal Processing Toolkit, including ML models with visualization

Language: Python - Size: 60.6 MB - Last synced at: 28 days ago - Pushed at: 7 months ago - Stars: 30 - Forks: 28

ErillLab/Info-Theo-of-Composite-Motifs

Computational simulations in support of our theoretical work on the information theory of composite motifs

Language: Jupyter Notebook - Size: 18.2 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

daniyal1249/MarginalRedundancy_Plot

Python implementation of the redundancy algorithm outlined by AM Fraser to estimate KS entropy

Language: Python - Size: 124 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 1

sts10/generated-wordlists

A repository for word lists I've generated

Size: 7.08 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 25 - Forks: 2

stdlib-js/simulate-iter-awln

Create an iterator which introduces additive white Laplacian noise.

Language: JavaScript - Size: 2.38 MB - Last synced at: 4 days ago - Pushed at: 3 months ago - Stars: 2 - Forks: 0

Youlenda/Base_Layer_Efficiency

Let's figure out the minimum bit rate for a computer vision task (object detection or instance segmentation).

Language: Jupyter Notebook - Size: 2.93 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

hafizhhasyhari/Teori-Informasi-Undergraduate-S1-Hafizh

Teori Informasi (INFORMATION THEORY)

Language: Python - Size: 3.91 KB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

IPodtsepko/bachelor-thesis

This repository contains all materials related to my Bachelor Thesis, including the presentation, explanatory note, source code, and etc.

Language: TeX - Size: 23.2 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

aliceheiman/infolingo

Infolingo uses probability to pick the best words to learn next to improve understanding of a foreign language text.

Language: Jupyter Notebook - Size: 6.23 MB - Last synced at: 2 days ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

dg1an3/pheonixrt

Information-theoretic inverse planning for radiation treatment

Language: C++ - Size: 1.1 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 4 - Forks: 1

patanyc/nonwords

Generate nonwords for research purposes

Language: C++ - Size: 31.9 MB - Last synced at: 4 months ago - Pushed at: 7 months ago - Stars: 4 - Forks: 0

gregversteeg/LinearCorex

Fast, linear version of CorEx for covariance estimation, dimensionality reduction, and subspace clustering with very under-sampled, high-dimensional data

Language: Python - Size: 25.2 MB - Last synced at: 15 days ago - Pushed at: over 4 years ago - Stars: 43 - Forks: 13

go-compression/raisin

A simple lightweight set of implementations and bindings for compression algorithms written in Go.

Language: Go - Size: 4.53 MB - Last synced at: 4 days ago - Pushed at: almost 4 years ago - Stars: 25 - Forks: 3

kxytechnologies/kxy-python

A toolkit to boost the productivity of machine learning engineers.

Language: Python - Size: 38.6 MB - Last synced at: 22 days ago - Pushed at: almost 3 years ago - Stars: 52 - Forks: 11

quantumscience/books

Information Theory, Theoretical Physics, Data Science and Engineering, Philosophy of Art and Science | Electronic Publications and Knowledge Base of Scientific Content

Language: JavaScript - Size: 22.4 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 3 - Forks: 1

anticlown322/IT-Labs

Лабораторные работы по Теории Информации [БГУИР]. В каждой ветке по лабе

Size: 26.5 MB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

elshorbagyx/deflate-compression-algorithm

DEFLATE Compression/Decompression Algorithm Implementation

Language: C++ - Size: 941 KB - Last synced at: 12 days ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

NooriDan/BlahutArimoto

pyTorch implementation of blahut-arimoto alogirthm to compute the channel capacity of a peak power constrained channel

Language: Jupyter Notebook - Size: 86 MB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

Related Keywords
information-theory 399 entropy 63 machine-learning 49 python 48 mutual-information 36 deep-learning 32 statistics 20 compression 16 matlab 15 pytorch 13 python3 12 wordle 12 transfer-entropy 11 data-science 11 bayesian-inference 10 r 10 signal-processing 10 neuroscience 9 bioinformatics 9 data-compression 9 mathematics 9 neural-network 9 feature-selection 8 unsupervised-learning 8 huffman-coding 8 partial-information-decomposition 8 data-analysis 8 image-processing 8 information 7 shannon-entropy 7 artificial-intelligence 7 probability 7 reinforcement-learning 6 coding-theory 6 nlp 6 probability-theory 6 neural-networks 6 complexity 6 image-compression 6 clustering 6 cpp 6 correlation 5 research 5 wordle-solver 5 java 5 cryptography 5 data-visualization 5 arithmetic-coding 5 ai 5 algorithms 5 statistical-physics 5 complex-systems 5 computational-neuroscience 5 quantum-information 5 nodejs 5 julia 5 compression-algorithm 5 error-correcting-codes 4 javascript 4 parallel-computing 4 c 4 random 4 optimization 4 simulation 4 entropy-coding 4 graph-theory 4 visualization 4 computer-vision 4 clustering-algorithm 4 representation-learning 4 bayesian-statistics 4 biophysics 4 decision-trees 4 computer-science 4 entropy-measures 4 math 4 linear-algebra 4 physics 4 probabilistic-models 3 estimation 3 information-retrieval 3 cognitive-science 3 time-series 3 huffman-compression-algorithm 3 information-bottleneck 3 side-information 3 logistic-regression 3 experimental-design 3 c-plus-plus 3 neuroscience-methods 3 wordle-python 3 open-source 3 cuda 3 shannon 3 communication-systems 3 causality 3 deep-reinforcement-learning 3 information-theory-and-code 3 network-analysis 3 jpeg 3