Echo State Networks in Python
☆319May 6, 2020Updated 6 years ago
Alternatives and similar repositories for pyESN
Users that are interested in pyESN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An Echo State Network module for PyTorch.☆243Oct 14, 2025Updated 9 months 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 3 weeks ago
- Python library for Reservoir Computing using Echo State Networks☆144Jan 4, 2021Updated 5 years ago
- Materials related to the Medium article "Predicting Stock Prices with Echo State Networks".☆51Oct 9, 2020Updated 5 years ago
- Deep Echo State Network (DeepESN) Python Library☆126Mar 16, 2026Updated 4 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Implement Reservoir Computing models for time series classification, clustering, forecasting, and much more!☆428Mar 15, 2025Updated last year
- Echo State Networks with TensorFlow☆37Jun 28, 2020Updated 6 years ago
- simple Echo State Networks integrated with scikit-learn☆27Feb 9, 2020Updated 6 years ago
- a PyTorch based Reservoir Computing package with Automatic Hyper-Parameter Tuning☆46Jan 1, 2023Updated 3 years ago
- Machine Learning with Echo State Networks, a scikit-learn compatible package.☆43Updated this week
- RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical sy…☆102Mar 24, 2023Updated 3 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 framework, NARMA10 dataset generator as an demonstration supplied.☆23Mar 4, 2018Updated 8 years ago
- The Spiking Reservoir (Liquid State Machine - LSM) Simulator☆62Sep 14, 2023Updated 2 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.
- EvoDynamic seeks to evolve and develop suitable discrete dynamic models of self-organizing systems based on local interactions.☆20May 9, 2025Updated last year
- Code for the paper "Next Generation Reservoir Computing"☆193Dec 11, 2025Updated 8 months ago
- A Python module implementing some standard algorithms used in nonlinear time series analysis☆194Apr 24, 2026Updated 3 months ago
- Echo State Network (Reservoir Computing) Coded by pure Python☆12Mar 20, 2018Updated 8 years ago
- Neural network (reservoir computing system) based on electro-optical delay setup☆16Nov 12, 2019Updated 6 years ago
- Awesome tutorials, papers, projects and tools for Reservoir Computing techniques like Echo State Networks (ESN).☆66Nov 18, 2021Updated 4 years ago
- Matlab implementation of Echo State Network (reservoir computing)☆29Aug 3, 2017Updated 9 years ago
- This is the code for the paper Signals to Spikes for Neuromorphic Regulated Reservoir Computing and EMG Hand Gesture Recognition☆13Mar 15, 2022Updated 4 years ago
- Source code for the CHAracterisation of Reservoir Computers (CHARC) framework☆10Mar 3, 2020Updated 6 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.
- ☆10Nov 30, 2018Updated 7 years ago
- tiny pytorch implementation of neural style transfer.☆13Jul 6, 2017Updated 9 years ago
- Multivariate time series classification with a bi-directional ESN with a deep neural network readout.☆25Mar 15, 2025Updated last year
- Generates random graphs with tunable strength of community structure☆28Oct 7, 2019Updated 6 years ago
- Code for Limbacher, T. and Legenstein, R. (2020). H-Mem: Harnessing synaptic plasticity with Hebbian Memory Networks☆16Jun 2, 2022Updated 4 years ago
- ☆23Aug 6, 2025Updated last year
- ☆37Mar 10, 2022Updated 4 years ago
- A flexible and extensible echo state network framework for Matlab☆21Jul 6, 2017Updated 9 years ago
- Extreme Learning Machine in julia☆27Dec 16, 2014Updated 11 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 published with the paper J. Mölter, L. Avitan, and G. J. Goodhill. "Detecting neural assemblies in calcium imaging data". BMC Biolog…☆11Apr 30, 2019Updated 7 years ago
- Analysis code for the OpenScope Credit Assignment project.☆13Jul 9, 2024Updated 2 years ago
- NEAT (NEural Analysis Toolkit)☆23May 20, 2026Updated 2 months ago
- ☆13Nov 24, 2023Updated 2 years ago
- hierarchical core-periphery structure☆10Jul 21, 2023Updated 3 years ago
- Python implementation of supervised PCA, supervised random projections, and their kernel counterparts.☆19May 4, 2020Updated 6 years ago
- ☆16Sep 13, 2025Updated 10 months ago