An Echo State Network module for PyTorch.
☆241Oct 14, 2025Updated 9 months ago
Alternatives and similar repositories for pytorch-esn
Users that are interested in pytorch-esn are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Echo State Networks in Python☆319May 6, 2020Updated 6 years ago
- A Python toolkit for Reservoir Computing and Echo State Network experimentation based on pyTorch. EchoTorch is the only Python module ava…☆500Jul 17, 2026Updated 2 weeks ago
- Deep Echo State Network (DeepESN) Python Library☆126Mar 16, 2026Updated 4 months ago
- Implement Reservoir Computing models for time series classification, clustering, forecasting, and much more!☆427Mar 15, 2025Updated last year
- A simple and flexible code for Reservoir Computing architectures like Echo State Networks☆650Jun 17, 2026Updated last month
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- A Python 3 framework for Reservoir Computing with a scikit-learn-compatible API.☆97Jul 22, 2026Updated last week
- a PyTorch based Reservoir Computing package with Automatic Hyper-Parameter Tuning☆46Jan 1, 2023Updated 3 years ago
- Code for Reservoir computing (Echo state network)☆63Oct 25, 2018Updated 7 years ago
- Repository for the paper "Interpreting Temporal Graph Neural Networks with Koopman Theory"☆12Apr 7, 2026Updated 3 months ago
- ☆27Mar 27, 2019Updated 7 years ago
- Official code repository for the papers "Anti-Symmetric DGN: a stable architecture for Deep Graph Networks" accepted at ICLR 2023; "Non-D…☆15Jan 2, 2025Updated last year
- A massively parallel echo state network to classify the MNIST dataset☆12Apr 29, 2019Updated 7 years ago
- Materials related to the Medium article "Predicting Stock Prices with Echo State Networks".☆51Oct 9, 2020Updated 5 years ago
- Graph Echo State Networks for Pytorch☆25Jun 27, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Implementation of the BNPool layer and code to reproduce the experiments in "Bayesian Nonparametric GNNs for graph pooling and clustering…☆15Apr 1, 2026Updated 4 months ago
- Matlab implementation of Echo State Network (reservoir computing)☆28Aug 3, 2017Updated 8 years ago
- Awesome tutorials, papers, projects and tools for Reservoir Computing techniques like Echo State Networks (ESN).☆66Nov 18, 2021Updated 4 years ago
- Echo state network framework, NARMA10 dataset generator as an demonstration supplied.☆23Mar 4, 2018Updated 8 years ago
- Echo State Networks with TensorFlow☆37Jun 28, 2020Updated 6 years ago
- An organized collection of Reservoir Computing models and techniques that is well-integrated within the PyTorch API.☆17Dec 8, 2022Updated 3 years ago
- Fast bottom up trend reversal detection algorithm.☆14Oct 1, 2020Updated 5 years ago
- Synthetic graph generator☆13Nov 7, 2023Updated 2 years ago
- A flexible and extensible echo state network framework for Matlab☆21Jul 6, 2017Updated 9 years ago
- 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.
- Official repository for the paper "Scalable Spatiotemporal Graph Neural Networks" (AAAI 2023)☆49Oct 10, 2023Updated 2 years ago
- A pytorch-based implementation of Dirichlet Process Mixture Model (DPMM)☆13Apr 20, 2026Updated 3 months ago
- A Tutorial for Parallelised Scalable Simulations in TensorFlow☆16Jul 27, 2022Updated 4 years ago
- Echo State Networks☆44Oct 30, 2015Updated 10 years ago
- Reservoir computing library for .NET. Enables ESN , LSM and hybrid RNNs using analog and spiking neurons working together.☆23May 11, 2023Updated 3 years ago
- Code for the paper "Next Generation Reservoir Computing"☆193Dec 11, 2025Updated 7 months ago
- Several implementations of the kernel-based activation functions☆63Jun 14, 2019Updated 7 years ago
- Simple code for the tutorial on Polynomial Nets.☆13Jan 19, 2023Updated 3 years ago
- Synthesis with Metaheuristics - Genetic Programming in Scala☆15Oct 4, 2019Updated 6 years ago
- 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.
- Spatio-temporal forecasting of Lorenz96 with RC-ESN, RNN-LSTM and ANN☆44Oct 12, 2020Updated 5 years ago
- Implementation of Quantum Ising Born Machine☆19May 1, 2020Updated 6 years ago
- ☆21Mar 8, 2024Updated 2 years ago
- This project discovers equations from data using SINDy (sparse identification on nonlinear dynamics).☆12Mar 22, 2022Updated 4 years ago
- AIS visualization from an interactive R and Shiny based web app using Material Design from Google.☆13Sep 13, 2018Updated 7 years ago
- Extreme Learning Machine implemented in Pytorch☆108Apr 6, 2018Updated 8 years ago
- Converts 3D file formats to Minecraft schematics☆14Mar 8, 2013Updated 13 years ago