Top 6 transfer-entropy Open-Source Projects

• 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.

• 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.

  

• pycopent

  1 134 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

• 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

• transferentropy

  1 37 1.0 R

  Code for the paper "Estimating Transfer Entropy via Copula Entropy"

• Inform

  1 21 1.8 C

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

  

transfer-entropy related posts

• [P] the copent package v0.2.1 now on PyPI

  2 projects | /r/MachineLearning | 19 Oct 2021

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