Implementation of a reservoir computer with functions to optimize the parameters and calculate the Lyapunov exponents
☆34Apr 27, 2022Updated 4 years ago
Alternatives and similar repositories for BasicReservoirComputing
Users that are interested in BasicReservoirComputing are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- MATLAB code for Combined Hybrid-Parallel Prediction☆10Nov 14, 2022Updated 3 years ago
- Benchmarking tools for applying AI/ML to data assimilation☆30Jun 26, 2026Updated last month
- Lua, Fortran and Python implementations of MAOOAM: the Modular Arbitrary-Order Ocean-Atmosphere Model☆22Mar 26, 2021Updated 5 years ago
- Python codes for studying predictability and data assimlation with a surface quasi-geostrophic turbulence model☆40May 15, 2026Updated 2 months ago
- Matlab implementation of Echo State Network (reservoir computing)☆29Aug 3, 2017Updated 9 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A simple algorithm that finds a simultaneous block diagonalization of multiple matrices through the eigendecomposition of a single matrix…☆16Feb 24, 2026Updated 5 months ago
- A data-driven method to calculate the Lyapunov exponent of a dynamical system employing a GRU-RNN.☆48Jul 25, 2024Updated 2 years ago
- Code repository for paper: A score-based filter for nonlinear data assimilation☆15Nov 5, 2024Updated last year
- This repository contains code for parallelized prediction of spatiotemporal chaotic data using reservoir computing as described in the pa…☆41Jan 25, 2020Updated 6 years ago
- Code repository for paper: An ensemble score filter for tracking high-dimensional nonlinear dynamical systems☆21Nov 5, 2024Updated last year
- 🦋 hundun is a python library for the exploration of chaos.☆13May 19, 2023Updated 3 years ago
- Algorithm for Revealing Network Interactions (ARNI) from nonlinear collective dynamics☆30Jan 29, 2018Updated 8 years ago
- Using machine learning to replicate chaotic attractors and calculate Lyapunov exponents from data. Chaos 27, 121102 (2017); https://doi.o…☆52Mar 27, 2020Updated 6 years ago
- Reservoir computing utilities for scientific machine learning (SciML)☆231Updated this week
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Introductory course on Deep Learning for Ocean and Atmosphere Dynamics☆10Feb 25, 2026Updated 5 months ago
- Higher-order Granger reservoir computing☆28Jan 5, 2025Updated last year
- Code for the paper "Next Generation Reservoir Computing"☆193Dec 11, 2025Updated 7 months ago
- pysat support for space weather indices and data sets☆14Apr 3, 2026Updated 4 months ago
- [Re] Next Generation Reservoir Computing☆11Dec 12, 2022Updated 3 years ago
- ☆11Mar 31, 2021Updated 5 years ago
- Neural network (reservoir computing system) based on electro-optical delay setup☆16Nov 12, 2019Updated 6 years ago
- Pythie is a Python package to postprocess weather forecasts. Presently, it contains the modules: MBM: a module to make member-by-member e…☆11May 2, 2026Updated 3 months ago
- RSS-NET: Regression with Summary Statistics exploiting Network Topology☆20Apr 23, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- This repository contains the scripts for reproducing the results presented in Costa AC, Ahamed T, Jordan D, Stephens GJ (2023) "A Markov…☆11Sep 25, 2025Updated 10 months ago
- "<string,string>" hash table in Fortran 2008☆16Mar 20, 2018Updated 8 years ago