Implementation of a reservoir computer with functions to optimize the parameters and calculate the Lyapunov exponents
☆33Apr 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:
- Code for "Efficient Implementations of Echo State Network Cross-Validation"☆11Apr 24, 2022Updated 4 years ago
- Code for the paper "Learning noise-induced transitions by multi-scaling reservoir computing" (https://arxiv.org/abs/2309.05413).☆12Mar 20, 2025Updated last year
- Estimating largest Lyapunov exponent of time series data using the method of Wolf et al.☆10Jun 21, 2023Updated 2 years ago
- MATLAB code for Combined Hybrid-Parallel Prediction☆10Nov 14, 2022Updated 3 years ago
- Source code for the CHAracterisation of Reservoir Computers (CHARC) framework☆10Mar 3, 2020Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Benchmarking tools for applying AI/ML to data assimilation☆28Jun 6, 2025Updated 11 months ago
- Python codes for studying predictability and data assimlation with a surface quasi-geostrophic turbulence model☆40Updated this week
- A simple algorithm that finds a simultaneous block diagonalization of multiple matrices through the eigendecomposition of a single matrix…☆16Feb 24, 2026Updated 2 months ago
- Reservoir computing for short-and long-term prediction of chaotic systems, with tasks Lorenz and Mackey-Glass systems. Bayesian optimizat…☆31Jul 19, 2025Updated 10 months ago
- Code repository for paper: A score-based filter for nonlinear data assimilation☆14Nov 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
- ☆21Mar 8, 2024Updated 2 years ago
- Using machine learning to replicate chaotic attractors and calculate Lyapunov exponents from data. Chaos 27, 121102 (2017); https://doi.o…☆51Mar 27, 2020Updated 6 years ago
- Reservoir computing utilities for scientific machine learning (SciML)☆228Updated this week
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Higher-order Granger reservoir computing☆26Jan 5, 2025Updated last year
- Code for the paper "Next Generation Reservoir Computing"☆195Dec 11, 2025Updated 5 months ago
- Neural network (reservoir computing system) based on electro-optical delay setup☆16Nov 12, 2019Updated 6 years ago
- Introduction to Numerical Analysis for precise computation with Python☆19Jun 13, 2023Updated 2 years ago
- pysat support for space weather indices and data sets☆14Apr 3, 2026Updated last month
- ☆11Mar 31, 2021Updated 5 years ago
- Time-critical notification system designed to trigger users' workflows across HPC and Cloud systems☆10May 12, 2025Updated last year
- Code for Copula conformal prediction paper (ICLR 2024)☆33Sep 26, 2024Updated last year
- 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 2 weeks ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- DiffStateGrad [ICLR 2025]☆25Feb 28, 2025Updated last year
- 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 7 months ago
- The notebooks in this repository are recipes for energy and climate modelers. They require open source software and they can run locally …☆19Updated this week
- Causal Impact of an intervention integrated with control group selection☆10Sep 11, 2022Updated 3 years ago
- D-vine quantile regression☆11Dec 9, 2025Updated 5 months ago
- A Julia package for critical transitions in dynamical systems with time-dependent forcing☆42Updated this week
- Rate model implementations for (adaptive) integrate-and-fire neurons based on the Fokker-Planck equation: (i) numerical (finite volume) s…☆11Apr 23, 2019Updated 7 years ago
- DesktopModules is an application to create overlays like a Spotify track display for your operating system or games.☆10Jun 28, 2022Updated 3 years ago
- A flexible and powerful unscented Kalman filter library that makes no assumptions about what you're estimating or how you're measuring it…☆18Sep 15, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Python library for Reservoir Computing using Echo State Networks☆144Jan 4, 2021Updated 5 years ago
- Official implementation of Learning Dissipative Chaos In A Linear Way☆15Feb 6, 2025Updated last year
- [Re] Next Generation Reservoir Computing☆11Dec 12, 2022Updated 3 years ago
- This repository includes relevant code associated with the book "Fundamentals of Solar Cells and Photovoltaic Systems Engineering"☆12May 15, 2025Updated last year
- Estimate maximum Lyapunov exponent for short time series using Rosenstein, et al. method☆11Jul 26, 2015Updated 10 years ago
- Hundreds of strange attractors☆532Apr 15, 2026Updated last month
- Repository for the ERA-NUTS dataset.☆13Jan 5, 2024Updated 2 years ago