Alternatives and similar repositories for chaospy

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

• pvlachas / RNN-RC-Chaos
  RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical sy…
  ☆95Updated 2 years ago
• PlasmaControl / PyRCN
  A Python 3 framework for Reservoir Computing with a scikit-learn-compatible API.
  ☆92Updated last year
• blindedjoy / RcTorch
  a PyTorch based Reservoir Computing package with Automatic Hyper-Parameter Tuning
  ☆45Updated 2 years ago
• quantinfo / ng-rc-paper-code
  Code for the paper "Next Generation Reservoir Computing"
  ☆180Updated 4 years ago
• llbxg / hundun
  🦋 hundun is a python library for the exploration of chaos.
  ☆13Updated 2 years ago
• helange23 / from_fourier_to_koopman
  Linear and non-linear spectral forecasting algorithms
  ☆137Updated 4 years ago
• differint / differint
  Python package for calculating fractional derivatives.
  ☆57Updated last year
• luckystarufo / pySINDy
  SINDy (Sparse Identification of Nonlinear Dynamics) algorithms
  ☆79Updated 2 years ago
• pvlachas / RNN-Lyapunov-Spectrum
  A data-driven method to calculate the Lyapunov exponent of a dynamical system employing a GRU-RNN.
  ☆45Updated last year
• springer-math / dynamical-systems-with-applications-using-python
  Source code for 'Dynamical Systems with Applications Using Python' by Stephen Lynch
  ☆154Updated 7 years ago
• josephbakarji / deep-delay-autoencoder
  Discovers high dimensional models from 1D data using deep delay autoencoders
  ☆36Updated 2 years ago
• japlatt / BasicReservoirComputing
  Implementation of a reservoir computer with functions to optimize the parameters and calculate the Lyapunov exponents
  ☆29Updated 3 years ago
• jdppthk / parallelized-reservoir-computing
  This repository contains code for parallelized prediction of spatiotemporal chaotic data using reservoir computing as described in the pa…
  ☆37Updated 5 years ago
• ThomasSavary08 / Lyapynov
  Python package to compute Lyapunov exponents, covariant Lyapunov vectors (CLV) and adjoints of a dynamical systems.
  ☆24Updated last year
• mcmahon-lab / Physics-Aware-Training
  Instructional implementation of Physics-Aware Training (PAT) with demonstrations on simulated experiments.
  ☆299Updated 11 months ago
• reservoirpy / awesome-reservoir-computing
  Awesome tutorials, papers, projects and tools for Reservoir Computing techniques like Echo State Networks (ESN).
  ☆54Updated 3 years ago
• E-Renshaw / kuramoto-sivashinsky
  A simulation of the Kuramoto-Sivashinsky Equation in Python and MATLAB
  ☆26Updated 6 years ago
• GilpinLab / dysts
  Hundreds of strange attractors
  ☆487Updated last week
• JayLago / DLDMD
  Deep learning assisted dynamic mode decomposition
  ☆20Updated 3 years ago
• kpchamp / SindyAutoencoders
  ☆366Updated 3 years ago
• BoyuanChen / neural-state-variables
  ☆177Updated 3 years ago
• kalekiu / easyesn
  Python library for Reservoir Computing using Echo State Networks
  ☆137Updated 4 years ago
• ashesh6810 / RCESN_spatio_temporal
  Spatio-temporal forecasting of Lorenz96 with RC-ESN, RNN-LSTM and ANN
  ☆43Updated 4 years ago
• mathLab / PyDMD
  mathLab mirror of Python Dynamic Mode Decomposition
  ☆102Updated 5 months ago
• alsauve / scaleogram
  Scaleogram plot for Continuous Wavelet Transform made easy
  ☆118Updated 2 years ago
• dfloryan / neural-manifold-dynamics
  Reduced-order modelling using an atlas of charts
  ☆27Updated 2 years ago
• nTrouvain / re-ngrc
  [Re] Next Generation Reservoir Computing
  ☆10Updated 2 years ago
• williamgilpin / fnn
  Embed strange attractors using a regularizer for autoencoders
  ☆133Updated 4 years ago
• tonyshardlow / PICSPDE
  Python codes for Introduction to Computational Stochastic PDE
  ☆44Updated 6 months ago
• LRydin / KramersMoyal
  kramersmoyal: Kramers-Moyal coefficients for stochastic data of any dimension, to any desired order
  ☆74Updated 8 months ago