Alternatives and similar repositories for PyIF

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

• pwollstadt / IDTxl
  The Information Dynamics Toolkit xl (IDTxl) is a comprehensive software package for efficient inference of networks and their node dynami…
  ☆281Updated 3 weeks ago
• mariogutierrezroig / smite
  Python module for computing Symbolic Mutual Information and symbolic Transfer of Entropy
  ☆14Updated 7 years ago
• ViniciusLima94 / pyGC
  Granger Causality library in python
  ☆38Updated 4 years ago
• ELIFE-ASU / PyInform
  A Python Wrapper for the Inform Information Analysis Library
  ☆56Updated 6 years ago
• patrk / pyPTE
  Pythonic implementation of the Phase Transfer Entropy method using NumPy and SciPy
  ☆26Updated last year
• barahona-research-group / hcga
  Highly Comparative Graph Analysis - Code for network phenotyping
  ☆50Updated last year
• DynamicsAndNeuralSystems / pyspi
  Comparative analysis of pairwise interactions in multivariate time series.
  ☆249Updated 2 months ago
• notsebastiano / transfer_entropy
  Transfer Entropy between two time series - Implementation in Python
  ☆49Updated 9 months ago
• andresantoro / RHOSTS
  Code associated with the paper 'Higher-order structure of multivariate time series' (https://www.nature.com/articles/s41567-022-01852-0)
  ☆44Updated last year
• hijoe320 / MVGC
  A simple Multivariate Granger Causality (MVGC) python tool rewritten from part of Matlab MVGC toolbox
  ☆25Updated 7 years ago
• manu-mannattil / nolitsa
  A Python module implementing some standard algorithms used in nonlinear time series analysis
  ☆188Updated last year
• fabridamicelli / kuramoto
  Python implementation of the Kuramoto model
  ☆162Updated 2 months ago
• arthurpessa / ordpy
  A Python package for data analysis with permutation entropy and ordinal network methods.
  ☆110Updated last week
• raphaelvallat / antropy
  AntroPy: entropy and complexity of (EEG) time-series in Python
  ☆350Updated 10 months ago
• ruteee / TransferEntropy
  Python Implementation of Transfer Entropy Method
  ☆27Updated 5 years ago
• trentool / TRENTOOL3
  Open-Source MATLAB toolbox for transfer entropy estimation
  ☆62Updated 8 years ago
• Mogeng / IOHMM
  Input Output Hidden Markov Model (IOHMM) in Python
  ☆172Updated last year
• marcbrittain / Transfer_Entropy
  ☆12Updated 7 years ago
• NinelK / CopulaGP
  Copula-GP model
  ☆16Updated 2 years ago
• paulbrodersen / entropy_estimators
  Estimators for the entropy and other information theoretic quantities of continuous distributions
  ☆146Updated last year
• dokato / dfa
  Detrended Fluctuation Analysis
  ☆64Updated 4 years ago
• nickc1 / skccm
  Convergent Cross Mapping in Scikit Learn's style
  ☆102Updated 5 years ago
• williamgilpin / fnn
  Embed strange attractors using a regularizer for autoencoders
  ☆135Updated 4 years ago
• qu-gg / torch-neural-ssm
  Neural State-Space Models and Latent Dynamics Functions in PyTorch for High-Dimensional Forecasting
  ☆55Updated 11 months ago
• MattWillFlood / EntropyHub
  An open-source toolkit for entropic data analysis.
  ☆172Updated last week
• SugiharaLab / pyEDM
  Python package of EDM tools
  ☆140Updated 3 weeks ago
• i6092467 / GVAR
  An interpretable framework for inferring nonlinear multivariate Granger causality based on self-explaining neural networks.
  ☆79Updated 2 years ago
• ContextLab / timecorr
  Estimate dynamic high-order correlations in multivariate timeseries data
  ☆41Updated 5 months ago
• TeaspoonTDA / teaspoon
  Topological Signal Processing in Python
  ☆38Updated last month
• iancovert / Neural-GC
  Granger causality discovery for neural networks.
  ☆229Updated 4 years ago