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. (by pwollstadt)
Add to my DEV experience information-theory complex-systems transfer-entropy partial-information-decomposition active-information-storage
Source Code
pwollstadt.github.io
Suggest alternative
Edit details
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.
www.influxdata.com
featured

IDTxl Alternatives

Similar projects and alternatives to IDTxl based on common topics and language

  • pycopent

    1 IDTxl VS 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

  • mesa

    1 IDTxl VS mesa

    Mesa is an open-source Python library for agent-based modeling, ideal for simulating complex systems and exploring emergent behaviors. (by projectmesa)

  • InfluxDB

    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.

    InfluxDB logo

  • agentpy

    2 IDTxl VS agentpy

    AgentPy is an open-source framework for the development and analysis of agent-based models in Python.

  • cellpylib

    2 IDTxl VS cellpylib

    A library for working with Cellular Automata, for Python.

  • corex_topic

    5 IDTxl VS corex_topic

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

  • shifterator

    2 IDTxl VS shifterator

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

  • ennemi

    1 IDTxl VS ennemi

    Easy Nearest Neighbor Estimation of Mutual Information

  • SaaSHub

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

    SaaSHub logo
NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better IDTxl alternative or higher similarity.
Suggest an alternative to IDTxl

IDTxl reviews and mentions

Posts with mentions or reviews of IDTxl. We have used some of these posts to build our list of alternatives and similar projects.
  • Industry 4.0 “[Discussion]”
    1 project | /r/MachineLearning | 25 Nov 2022
    Remember to use time shifts in your analysis, as some variables might have relevance at different delays. There is a package for that kind of analysis: https://github.com/pwollstadt/IDTxl

Stats

Basic IDTxl repo stats
1
233
7.5
18 days ago

pwollstadt/IDTxl is an open source project licensed under GNU General Public License v3.0 only which is an OSI approved license.

The primary programming language of IDTxl is Python.


Sponsored
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com