Alternatives and similar repositories for IDTxl

Users that are interested in IDTxl are comparing it to the libraries listed below

• jlizier / jidt
  JIDT: Java Information Dynamics Toolkit for studying information-theoretic measures of computation in complex systems
  ☆271Updated 2 months ago
• DynamicsAndNeuralSystems / pyspi
  Comparative analysis of pairwise interactions in multivariate time series.
  ☆235Updated 2 months ago
• lcdm-uiuc / PyIF
  An open source implementation to compute bi-variate Transfer Entropy.
  ☆30Updated 4 years ago
• fabridamicelli / kuramoto
  Python implementation of the Kuramoto model
  ☆151Updated last year
• lindermanlab / ssm
  Bayesian learning and inference for state space models
  ☆634Updated 2 months ago
• trentool / TRENTOOL3
  Open-Source MATLAB toolbox for transfer entropy estimation
  ☆61Updated 7 years ago
• slinderman / recurrent-slds
  Recurrent Switching Linear Dynamical Systems
  ☆111Updated 2 years ago
• hddm-devs / hddm
  HDDM is a python module that implements Hierarchical Bayesian parameter estimation of Drift Diffusion Models (via PyMC).
  ☆282Updated last year
• neurostatslab / tensortools
  A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA
  ☆172Updated last year
• robince / gcmi
  Functions for calculating mutual information and other information theoretic quantities using a parametric Gaussian copula.
  ☆89Updated 4 years ago
• raphaelvallat / antropy
  AntroPy: entropy and complexity of (EEG) time-series in Python
  ☆325Updated 5 months ago
• barahona-research-group / hcga
  Highly Comparative Graph Analysis - Code for network phenotyping
  ☆49Updated last year
• nickc1 / skccm
  Convergent Cross Mapping in Scikit Learn's style
  ☆98Updated 5 years ago
• Dynamics-of-Neural-Systems-Lab / MARBLE
  Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portr…
  ☆75Updated 4 months ago
• catniplab / vlgp
  Dimensionality reduction of spikes trains
  ☆48Updated 3 years ago
• manu-mannattil / nolitsa
  A Python module implementing some standard algorithms used in nonlinear time series analysis
  ☆187Updated last year
• mwshinn / PyDDM
  A drift-diffusion modeling (DDM) framework for Python
  ☆97Updated 2 weeks ago
• neurallatents / neurallatents.github.io
  ☆16Updated 2 years ago
• dokato / dfa
  Detrended Fluctuation Analysis
  ☆63Updated 4 years ago
• brainets / frites
  Framework for Information Theoretical analysis of Electrophysiological data and Statistics
  ☆92Updated 2 months ago
• pyrates-neuroscience / PyRates
  Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-i…
  ☆82Updated 10 months ago
• machenslab / dPCA
  An implementation of demixed Principal Component Analysis (a supervised linear dimensionality reduction technique)
  ☆298Updated 3 years ago
• wiheto / teneto
  Temporal Network Tools
  ☆85Updated last year
• Eden-Kramer-Lab / spectral_connectivity
  Frequency domain estimation and functional and directed connectivity analysis tools for electrophysiological data
  ☆129Updated 2 months ago
• brain-modelling-group / neural-flows
  Estimation, analysis and decomposition of brainwave spatiotemporal dynamics
  ☆29Updated 4 years ago
• snel-repo / autolfads-tf2
  A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.
  ☆21Updated last year
• mariomulansky / PySpike
  Python implementation of spike distance metrics
  ☆74Updated 11 months ago
• dit / dit
  Python package for information theory.
  ☆542Updated 2 months ago
• SugiharaLab / pyEDM
  Python package of EDM tools
  ☆131Updated last month
• braindynamicslab / dyneusr
  Dynamical Neuroimaging Spatiotemporal Representations (DyNeuSR)
  ☆48Updated last year