An Echo State Network module for PyTorch.
☆243Oct 14, 2025Updated 10 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 last month
- Deep Echo State Network (DeepESN) Python Library☆126Mar 16, 2026Updated 5 months ago
- Python library for Reservoir Computing using Echo State Networks☆144Jan 4, 2021Updated 5 years ago
- a PyTorch based Reservoir Computing package with Automatic Hyper-Parameter Tuning☆46Jan 1, 2023Updated 3 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.
- 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 4 months ago
- simple Echo State Networks integrated with scikit-learn☆27Feb 9, 2020Updated 6 years ago
- Reservoir computing utilities for scientific machine learning (SciML)☆232Updated this week
- Official repository for the paper "Relational Conformal Prediction for Correlated Time Series" (ICML 2025)☆19Jul 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
- 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
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- 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
- 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
- Echo state network implementation on tensorflow☆68Feb 10, 2019Updated 7 years ago
- Multivariate time series classification with a bi-directional ESN with a deep neural network readout.☆25Mar 15, 2025Updated last year
- Synthetic graph generator☆13Nov 7, 2023Updated 2 years ago
- A pytorch-based implementation of Dirichlet Process Mixture Model (DPMM)☆13Apr 20, 2026Updated 4 months ago
- A Tutorial for Parallelised Scalable Simulations in TensorFlow☆16Jul 27, 2022Updated 4 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.
- The library for pooling in Graph Neural Networks made for Pytorch Geometric☆60Apr 21, 2026Updated 4 months 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
- 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
- Spatio-temporal forecasting of Lorenz96 with RC-ESN, RNN-LSTM and ANN☆44Oct 12, 2020Updated 5 years ago
- Estimate maximum Lyapunov exponent for short time series using Rosenstein, et al. method☆11Jul 26, 2015Updated 11 years ago
- Space-Filling Curves in Scala☆26Aug 25, 2020Updated 5 years ago
- Implementation of Quantum Ising Born Machine☆19May 1, 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.
- ☆71Mar 25, 2023Updated 3 years ago
- AIS visualization from an interactive R and Shiny based web app using Material Design from Google.☆13Sep 13, 2018Updated 7 years ago
- Converts 3D file formats to Minecraft schematics☆14Mar 8, 2013Updated 13 years ago
- You can easily generate mat files with different views from off file☆14Mar 6, 2019Updated 7 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
- Automatic Hebbian learning in multi-layer convolutional networks with PyTorch, by expressing Hebbian plasticity rules as gradients☆40May 26, 2023Updated 3 years ago
- Repository for paper "Hands-on reservoir computing" (NCE, 2022)☆32Mar 22, 2023Updated 3 years ago