An Echo State Network module for PyTorch.
☆244Oct 14, 2025Updated last year
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☆321May 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…☆502Sep 21, 2026Updated last month
- Deep Echo State Network (DeepESN) Python Library☆127Mar 16, 2026Updated 7 months ago
- Implement Reservoir Computing models for time series classification, clustering, forecasting, and much more!☆431Mar 15, 2025Updated last year
- A Python 3 framework for Reservoir Computing with a scikit-learn-compatible API.☆100Jul 22, 2026Updated 2 months 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.
- Graph Echo State Networks for Pytorch☆25Jun 27, 2023Updated 3 years ago
- simple Echo State Networks integrated with scikit-learn☆27Feb 9, 2020Updated 6 years ago
- Code for Reservoir computing (Echo state network)☆64Oct 25, 2018Updated 7 years ago
- ☆27Mar 27, 2019Updated 7 years ago
- Repository for the paper "Interpreting Temporal Graph Neural Networks with Koopman Theory"☆12Apr 7, 2026Updated 6 months ago
- Awesome tutorials, papers, projects and tools for Reservoir Computing techniques like Echo State Networks (ESN).☆67Nov 18, 2021Updated 4 years ago
- Official repository for the paper "Relational Conformal Prediction for Correlated Time Series" (ICML 2025)☆18Jul 7, 2025Updated last year
- 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
- An organized collection of Reservoir Computing models and techniques that is well-integrated within the PyTorch API.☆17Dec 8, 2022Updated 3 years 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.
- A massively parallel echo state network to classify the MNIST dataset☆12Apr 29, 2019Updated 7 years ago
- Probabilistic load forecasting with Reservoir Computing☆10Dec 30, 2023Updated 2 years ago
- Matlab implementation of Echo State Network (reservoir computing)☆28Aug 3, 2017Updated 9 years ago
- Echo State Networks with TensorFlow☆37Jun 28, 2020Updated 6 years ago
- Echo state network framework, NARMA10 dataset generator as an demonstration supplied.☆23Mar 4, 2018Updated 8 years ago
- RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical sy…☆102Mar 24, 2023Updated 3 years ago
- Synthetic graph generator☆13Nov 7, 2023Updated 2 years ago
- Machine Learning with Echo State Networks, a scikit-learn compatible package.☆43Aug 5, 2026Updated 2 months ago
- Fast bottom up trend reversal detection algorithm.☆14Oct 1, 2020Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Official repository for the paper "Scalable Spatiotemporal Graph Neural Networks" (AAAI 2023)☆50Oct 10, 2023Updated 3 years ago
- ☆25Apr 16, 2021Updated 5 years ago
- A Tutorial for Parallelised Scalable Simulations in TensorFlow☆16Jul 27, 2022Updated 4 years ago
- The library for pooling in Graph Neural Networks made for Pytorch Geometric☆62Apr 21, 2026Updated 6 months ago
- The code for paper "Convolutional Multi-timescale Echo State Network"☆13Jul 24, 2019Updated 7 years ago
- Echo State Networks☆45Oct 30, 2015Updated 10 years ago
- Code for the paper "Next Generation Reservoir Computing"☆193Dec 11, 2025Updated 10 months ago
- Simple code for the tutorial on Polynomial Nets.☆13Jan 19, 2023Updated 3 years ago
- Experiments with spiking neural networks (SNNs) in PyTorch. See https://github.com/BINDS-LAB-UMASS/bindsnet for the successor to this pro…☆89Mar 15, 2018Updated 8 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.
- Code supporting "Unraveling the mesoscale organization induced by network-driven processes", PNAS☆13Jul 17, 2024Updated 2 years ago
- Spatio-temporal forecasting of Lorenz96 with RC-ESN, RNN-LSTM and ANN☆44Oct 12, 2020Updated 6 years ago
- Synthesis with Metaheuristics - Genetic Programming in Scala☆15Oct 4, 2019Updated 7 years ago
- Estimate maximum Lyapunov exponent for short time series using Rosenstein, et al. method☆11Jul 26, 2015Updated 11 years ago
- Implementation of Quantum Ising Born Machine☆19May 1, 2020Updated 6 years ago
- A connector for Apache Spark to access Exasol☆13Jun 12, 2026Updated 4 months ago
- A MATLAB implementation of an Echo State Network, using an unsupervised learning rule for pre-training the reservoir called Intrinsic Pla…☆10Aug 5, 2018Updated 8 years ago