Alternatives and similar repositories for Dynamical-systems

Users that are interested in Dynamical-systems are comparing it to the libraries listed below

• stephenhky / MoguTDA
  Topological Data Analysis in Python: Simplicial Complex
  ☆123Updated 3 weeks ago
• MathieuCarriere / tda-tutorials
  A set of jupyter notebooks for the practice of TDA with the python Gudhi library together with popular machine learning and data sciences…
  ☆28Updated 3 months ago
• pwollstadt / IDTxl
  The Information Dynamics Toolkit xl (IDTxl) is a comprehensive software package for efficient inference of networks and their node dynami…
  ☆277Updated last month
• merylldindin / topologyx
  Topological Data Analysis Routines
  ☆147Updated this week
• 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
• dokato / dfa
  Detrended Fluctuation Analysis
  ☆64Updated 4 years ago
• alphacsc / alphacsc
  Convolution dictionary learning for time-series
  ☆132Updated last month
• caglarcakan / stimulus_neural_populations
  A framework for simulating mean-field neural mass models of spiking neurons, comparing them to large network simulations, and predicting …
  ☆19Updated 5 years ago
• thosvarley / OPyN
  A Python package for construction and analysis of ordinal partition networks from time-series data.
  ☆18Updated 6 months ago
• danielemarinazzo / KernelGrangerCausality
  Code to evaluate nonlinear Granger causality using the kernel trick to reduce complexity
  ☆35Updated 2 years ago
• xuefeicao / cdn
  Causal Dynamic Network Modeling
  ☆14Updated 6 years ago
• barahona-research-group / hcga
  Highly Comparative Graph Analysis - Code for network phenotyping
  ☆50Updated last year
• jkbren / einet
  Uncertainty and causal emergence in complex networks
  ☆119Updated 4 years ago
• olavolav / te-causality
  Generalized Transfer Entropy analysis for model-free network reconstruction.
  ☆30Updated 4 years ago
• lcdm-uiuc / PyIF
  An open source implementation to compute bi-variate Transfer Entropy.
  ☆30Updated 4 years ago
• MathieuCarriere / sklearn-tda
  Open source library for combining TDA and Machine Learning
  ☆85Updated last year
• fonsc / predictive-coding
  Research of a deep predictive coding model for unsupervised representation learning from video and audio data.
  ☆31Updated 5 years ago
• williamgilpin / fnn
  Embed strange attractors using a regularizer for autoencoders
  ☆133Updated 4 years ago
• BouchardLab / DynamicalComponentsAnalysis
  Dynamical Components Analysis
  ☆33Updated last month
• pmediano / ReconcilingEmergences
  Measures of causal emergence from multivariate time series data.
  ☆28Updated 3 years ago
• paulbrodersen / entropy_estimators
  Estimators for the entropy and other information theoretic quantities of continuous distributions
  ☆145Updated last year
• BrainDynamicsUSYD / nftsim
  C++ library for simulation of multiscale neural field dynamics
  ☆35Updated 6 years ago
• fabridamicelli / kuramoto
  Python implementation of the Kuramoto model
  ☆157Updated last week
• geomdata / gda-public
  The open-source toolbox of easy-to-use topological data analysis tools, developed by GDA.
  ☆63Updated 3 years ago
• ViniciusLima94 / pyGC
  Granger Causality library in python
  ☆38Updated 3 years ago
• Devrim-Celik / simple_echo_state_network
  Echo state network framework, NARMA10 dataset generator as an demonstration supplied.
  ☆20Updated 7 years ago
• JohnGriffiths / mne-dcm
  Dynamic Causal Modelling for MNE and the nipy ecosystem
  ☆22Updated 7 years ago
• SachsLab / IntracranialNeurophysDL
  A short course for getting started with deep learning for intracranial extracellular neurophysiology.
  ☆35Updated 3 years ago
• raphaelvallat / entropy
  EntroPy: complexity of time-series in Python (DEPRECATED)
  ☆158Updated 4 years ago
• MathieuCarriere / perslay
  Implementation of the PersLay layer for persistence diagrams
  ☆84Updated 2 years ago