Top 17 information-theory Open-Source Projects

• interviews.ai

  12 4,437 0.0

  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.

Project mention: Deep Learning Interviews | news.ycombinator.com | 2023-05-05

• Math PHP

  21 2,302 6.2 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

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• corex_topic

  5 622 3.8 Python

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

• shifterator

  2 272 0.0 Python

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

• jidt

  1 245 6.0 Java

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

• IDTxl

  1 234 7.5 Python

  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.

• pycopent

  1 132 6.0 Python

  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

• SaaSHub

  www.saashub.com featured

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

• tidy

  4 63 7.6 Rust

  Combine and clean word lists

• copent

  1 38 4.6 R

  R package for estimating copula entropy (mutual information), transfer entropy (conditional mutual information), and the statistic for multivariate normality test and two-sample test

• ennemi

  1 34 5.9 Python

  Easy Nearest Neighbor Estimation of Mutual Information

• microbiome-mvib

  2 25 4.3 Python

  Microbiome-based disease prediction with multimodal variational information bottlenecks, Grazioli et al., PLOS Computational Biology 2022

  

• generated-wordlists

  4 22 6.7

  A repository for word lists I've generated

• Inform

  1 21 1.8 C

  A cross platform C library for information analysis of dynamical systems (by ELIFE-ASU)

  

• orchard-street-wordlists

  2 20 7.8

  Wordlists for generating passphrases

• top-down-prediction

  1 5 10.0 Python

  A new brain puzzle game based on information theory.

• wordle-solver

  3 3 3.5 JavaScript

  Wordle solver based on information theory (by TongKW)

• chaitin-ait

  1 3 2.6 C

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

• SaaSHub

  www.saashub.com featured

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

information-theory related posts

• Time series modeling using ARIMA and XGBoost. Intro to free time series modeling resources

  3 projects | /r/datascience | 15 Feb 2023

• [NLP] Topic Identification & Quantisation

  1 project | /r/LanguageTechnology | 3 Sep 2022

• NLP: How to visualise the main context (in the form of words, sentences etc) of a text document?

  2 projects | /r/datascience | 21 Aug 2022

• Microbiome-based disease prediction with multimodal variational information bottlenecks (Apr 2022, human)

  1 project | /r/HumanMicrobiome | 22 Apr 2022

• Are topic models reliable or useful?

  1 project | news.ycombinator.com | 27 Sep 2021

• AIT Machine Learning Challenge

  1 project | news.ycombinator.com | 15 Apr 2021

• Trying to read text documents and allow for up to m labels per documents, like suggested tags, but the number of labels can be different for each document. Any advice?

  1 project | /r/learnmachinelearning | 11 Apr 2021
• A note from our sponsor - InfluxDB
  www.influxdata.com | 1 May 2024

  Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality. Learn more →

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