Implementation of a reservoir computer with functions to optimize the parameters and calculate the Lyapunov exponents
☆32Apr 27, 2022Updated 3 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 the paper "Learning noise-induced transitions by multi-scaling reservoir computing" (https://arxiv.org/abs/2309.05413).☆12Mar 20, 2025Updated last year
- Benchmarking tools for applying AI/ML to data assimilation☆27Jun 6, 2025Updated 9 months ago
- Python codes for studying predictability and data assimlation with a surface quasi-geostrophic turbulence model☆39Mar 25, 2026Updated last week
- A simple algorithm that finds a simultaneous block diagonalization of multiple matrices through the eigendecomposition of a single matrix…☆16Feb 24, 2026Updated last month
- Lua, Fortran and Python implementations of MAOOAM: the Modular Arbitrary-Order Ocean-Atmosphere Model☆21Mar 26, 2021Updated 5 years ago
- NordVPN Threat Protection Pro™ • AdTake your cybersecurity to the next level. Block phishing, malware, trackers, and ads. Lightweight app that works with all browsers.
- Reservoir computing for short-and long-term prediction of chaotic systems, with tasks Lorenz and Mackey-Glass systems. Bayesian optimizat…☆30Jul 19, 2025Updated 8 months ago
- A simple and flexible code for Reservoir Computing architectures like Echo State Networks☆616Updated this week
- A data-driven method to calculate the Lyapunov exponent of a dynamical system employing a GRU-RNN.☆47Jul 25, 2024Updated last year
- This directory contains the MATLAB code for the paper Reconstructing higher-order interactions in coupled dynamical systems by Federico M…☆11May 2, 2024Updated last year
- Code repository for paper: A score-based filter for nonlinear data assimilation☆13Nov 5, 2024Updated last year
- Some games in python☆12Apr 8, 2020Updated 5 years ago
- 🦋 hundun is a python library for the exploration of chaos.☆13May 19, 2023Updated 2 years ago
- ☆20Mar 8, 2024Updated 2 years ago
- Reservoir computing utilities for scientific machine learning (SciML)☆229Mar 25, 2026Updated last week
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Higher-order Granger reservoir computing☆26Jan 5, 2025Updated last year
- Introductory course on Deep Learning for Ocean and Atmosphere Dynamics☆10Feb 25, 2026Updated last month
- Introduction to Numerical Analysis for precise computation with Python☆19Jun 13, 2023Updated 2 years ago
- Code for Copula conformal prediction paper (ICLR 2024)☆31Sep 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…☆11Oct 21, 2022Updated 3 years ago
- DiffStateGrad [ICLR 2025]☆24Feb 28, 2025Updated last year
- A Julia package for critical transitions in dynamical systems with time-dependent forcing☆39Mar 23, 2026Updated last week
- Machine Bullshit: Characterizing the Emergent Disregard for Truth in Large Language Models☆26Sep 14, 2025Updated 6 months ago
- The notebooks in this repository are recipes for energy and climate modelers. They require open source software and they can run locally …☆19Mar 23, 2026Updated last week
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Causal Impact of an intervention integrated with control group selection☆10Sep 11, 2022Updated 3 years ago
- "<string,string>" hash table in Fortran 2008☆16Mar 20, 2018Updated 8 years ago
- ☆13Oct 31, 2021Updated 4 years ago
- Rate model implementations for (adaptive) integrate-and-fire neurons based on the Fokker-Planck equation: (i) numerical (finite volume) s…☆11Apr 23, 2019Updated 6 years ago
- Deep Autoencoder with Extreme Learning Machines☆14Nov 4, 2021Updated 4 years ago
- This is the class in matlab for convex optimization algorithms☆10Nov 19, 2023Updated 2 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…☆17Sep 15, 2024Updated last year
- A lightweight machine learning framework for Xarray☆22Nov 28, 2023Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Source code of WSiP model☆12Aug 14, 2022Updated 3 years ago
- Models for data stocks and training dataset sizes☆18Jul 10, 2024Updated last year
- A new model for quickly training and simulating adaptive leaky integrate-and-fire spiking neural networks.☆14Apr 9, 2024Updated last year
- Estimate maximum Lyapunov exponent for short time series using Rosenstein, et al. method☆12Jul 26, 2015Updated 10 years ago
- Hundreds of strange attractors☆522Jan 1, 2026Updated 3 months ago
- ⛔️ DEPRECATED GPU Ocean Python/CUDA codebase☆11Nov 9, 2023Updated 2 years ago
- matlab code used for analysis in Jacox et al. 2022☆12Apr 19, 2022Updated 3 years ago