a PyTorch based Reservoir Computing package with Automatic Hyper-Parameter Tuning
☆48Jan 1, 2023Updated 3 years ago
Alternatives and similar repositories for RcTorch
Users that are interested in RcTorch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A Python toolkit for Reservoir Computing and Echo State Network experimentation based on pyTorch. EchoTorch is the only Python module ava…☆502Sep 21, 2026Updated 2 weeks ago
- RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical sy…☆102Mar 24, 2023Updated 3 years ago
- Liquid State Machines in Python and NEST☆77Nov 6, 2020Updated 5 years ago
- Code for the paper "Next Generation Reservoir Computing"☆194Dec 11, 2025Updated 10 months ago
- Repository for paper "Hands-on reservoir computing" (NCE, 2022)☆33Mar 22, 2023Updated 3 years 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.
- Neuron-Astrocyte Liquid State Machine☆28Nov 24, 2021Updated 4 years ago
- Implement Reservoir Computing models for time series classification, clustering, forecasting, and much more!☆431Mar 15, 2025Updated last year
- Graph Echo State Networks for Pytorch☆25Jun 27, 2023Updated 3 years ago
- Reservoir computing for short-and long-term prediction of chaotic systems, with tasks Lorenz and Mackey-Glass systems. Bayesian optimizat…☆33Jul 19, 2025Updated last year
- An Echo State Network module for PyTorch.☆244Oct 14, 2025Updated 11 months ago
- ☆21Mar 8, 2024Updated 2 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
- Spatio-temporal forecasting of Lorenz96 with RC-ESN, RNN-LSTM and ANN☆44Oct 12, 2020Updated 5 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.
- Echo State Networks in Python☆320May 6, 2020Updated 6 years ago
- Reservoir computing utilities for scientific machine learning (SciML)☆233Sep 29, 2026Updated last week
- In this repo, Spiking recurrent neural network is applied on various task for ICONs2020☆31Dec 17, 2020Updated 5 years ago
- ☆10Aug 27, 2026Updated last month
- Basic functionality for creating PNGs without HTML Canvas☆12Dec 20, 2018Updated 7 years ago
- Proportional-Derivative Neural Networks, as described in Temporally Efficient Deep Learning with Spikes☆16Sep 5, 2017Updated 9 years ago
- A Python package for calculating reference evapotranspiration☆14Updated this week
- Define and generate waveforms to output with your favorite DAC☆13Jan 2, 2019Updated 7 years ago
- Implementation of Long Short Term Spiking NN☆40Aug 28, 2022Updated 4 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.
- Code for the "Evolving Reservoirs for Meta Reinforcement Learning" paper☆13Apr 22, 2024Updated 2 years ago
- (Theano) Implementations about deep neural network, recurrent neural network, LSTM, and structured learining.☆10Nov 9, 2016Updated 9 years ago
- Open-source software for computing the basin stability of multi-stable dynamical systems☆15Sep 13, 2023Updated 3 years ago
- ☆16Oct 18, 2024Updated last year
- Bayesian autoencoders for data-driven discovery of coordinates, governing equations and fundamental constants. Proceedings of the Royal S…☆11Jul 9, 2024Updated 2 years ago
- Implementation of Siamese Networks using PyTorch☆12May 25, 2018Updated 8 years ago
- ☆55Jul 5, 2022Updated 4 years ago
- Post-selection inference based on truncated Gaussians for the HSIC-Lasso feature selection procedure☆10Jun 17, 2021Updated 5 years ago
- An echo state network (ESN) for video prediction☆11Apr 29, 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.
- This repository contains an example of the connection between an UVM Testbench and a Python reference model using UVM Connect from Mentor…☆17Feb 21, 2020Updated 6 years ago
- GNURadio out-ot-tree (OOT) module for optical wireless communications.☆14Aug 3, 2026Updated 2 months ago
- AI assisted Quantum technologies☆16Nov 27, 2022Updated 3 years ago
- Serving Uncertainty with Bayesian inference, using PyMC3 with Bodywork☆14Jun 21, 2022Updated 4 years ago
- Deep Echo State Network (DeepESN) Python Library☆127Mar 16, 2026Updated 6 months ago
- A repository for using the distributed information bottleneck to locate information in data☆17Aug 26, 2024Updated 2 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