A Python toolkit for Reservoir Computing and Echo State Network experimentation based on pyTorch. EchoTorch is the only Python module available to easily create Deep Reservoir Computing models.
☆493Feb 28, 2026Updated 3 weeks ago
Alternatives and similar repositories for EchoTorch
Users that are interested in EchoTorch 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.☆235Oct 14, 2025Updated 5 months ago
- Echo State Networks in Python☆316May 6, 2020Updated 5 years ago
- Implement Reservoir Computing models for time series classification, clustering, forecasting, and much more!☆416Mar 15, 2025Updated last year
- Code for Reservoir computing (Echo state network)☆61Oct 25, 2018Updated 7 years ago
- a PyTorch based Reservoir Computing package with Automatic Hyper-Parameter Tuning☆46Jan 1, 2023Updated 3 years ago
- 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.
- Code for the paper "Next Generation Reservoir Computing"☆191Dec 11, 2025Updated 3 months ago
- A Python 3 framework for Reservoir Computing with a scikit-learn-compatible API.☆95Jul 17, 2024Updated last year
- Deep Echo State Network (DeepESN) Python Library☆127Mar 16, 2026Updated last week
- Echo state network framework, NARMA10 dataset generator as an demonstration supplied.☆21Mar 4, 2018Updated 8 years ago
- Echo State Networks☆44Oct 30, 2015Updated 10 years ago
- Awesome tutorials, papers, projects and tools for Reservoir Computing techniques like Echo State Networks (ESN).☆61Nov 18, 2021Updated 4 years ago
- RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical sy…☆98Mar 24, 2023Updated 3 years ago
- Matlab implementation of Echo State Network (reservoir computing)☆27Aug 3, 2017Updated 8 years ago
- A massively parallel echo state network to classify the MNIST dataset☆12Apr 29, 2019Updated 6 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- ☆46Jul 5, 2022Updated 3 years ago
- ☆27Mar 27, 2019Updated 7 years ago
- Source code for the CHAracterisation of Reservoir Computers (CHARC) framework☆10Mar 3, 2020Updated 6 years ago
- ☆20Mar 8, 2024Updated 2 years ago
- A flexible and extensible echo state network framework for Matlab☆21Jul 6, 2017Updated 8 years ago
- Graph Echo State Networks for Pytorch☆24Jun 27, 2023Updated 2 years ago
- ☆25Jan 6, 2017Updated 9 years ago
- Liquid State Machines in Python and NEST☆76Nov 6, 2020Updated 5 years ago
- An echo state network (ESN) for video prediction☆11Apr 29, 2020Updated 5 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Reservoir computing library for .NET. Enables ESN , LSM and hybrid RNNs using analog and spiking neurons working together.☆23May 11, 2023Updated 2 years ago
- ☆11Mar 12, 2026Updated 2 weeks ago
- Echo State Networks with TensorFlow☆37Jun 28, 2020Updated 5 years ago
- Demonstration of reservoir computing using a single dynamical node as described in: https://www.nature.com/articles/ncomms1476☆14Apr 24, 2018Updated 7 years 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 7 years ago
- The code for paper "Convolutional Multi-timescale Echo State Network"☆13Jul 24, 2019Updated 6 years ago
- Code for Neural Relational Inference with Efficient Message Passing Mechanisms (AAAI 2021).☆19May 9, 2021Updated 4 years ago
- A reservoir computing implementation in Mathematica for financial time series prediction.☆11Jul 22, 2015Updated 10 years ago
- ☆28Apr 9, 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.
- ☆21Mar 20, 2019Updated 7 years ago
- Simulation code of the paper "Persistent Memory in Single Node Delay-Coupled Reservoir Computing"☆17Aug 4, 2021Updated 4 years ago
- [Re] Next Generation Reservoir Computing☆11Dec 12, 2022Updated 3 years ago
- ☆25Apr 16, 2021Updated 4 years ago
- ☆42May 18, 2022Updated 3 years ago
- The BitC Programming Language (unofficial, unaffiliated mirror)☆26Mar 19, 2012Updated 14 years ago
- ☆24Dec 1, 2023Updated 2 years ago