gallicch / DeepRC-TFLinks
☆25Updated 4 years ago
Alternatives and similar repositories for DeepRC-TF
Users that are interested in DeepRC-TF are comparing it to the libraries listed below
Sorting:
- ☆16Updated last year
- Deep Echo State Network (DeepESN) Python library☆122Updated 2 months ago
- a PyTorch based Reservoir Computing package with Automatic Hyper-Parameter Tuning☆43Updated 2 years ago
- An Echo State Network module for PyTorch.☆222Updated 2 years ago
- Python library for Reservoir Computing using Echo State Networks☆135Updated 4 years ago
- RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical sy…☆94Updated 2 years ago
- Code for Reservoir computing (Echo state network)☆59Updated 6 years ago
- ☆26Updated 6 years ago
- A Python 3 framework for Reservoir Computing with a scikit-learn-compatible API.☆92Updated 11 months ago
- Code for the paper "Next Generation Reservoir Computing"☆175Updated 3 years ago
- Echo State Networks in Python☆307Updated 5 years ago
- A Python toolkit for Reservoir Computing and Echo State Network experimentation based on pyTorch. EchoTorch is the only Python module ava…☆468Updated 11 months ago
- ☆10Updated 4 years ago
- Awesome tutorials, papers, projects and tools for Reservoir Computing techniques like Echo State Networks (ESN).☆52Updated 3 years ago
- Code for "Efficient Implementations of Echo State Network Cross-Validation"☆11Updated 3 years ago
- Official code for Coupled Oscillatory RNN (ICLR 2021, Oral)☆45Updated 3 years ago
- A data-driven method to calculate the Lyapunov exponent of a dynamical system employing a GRU-RNN.☆44Updated 11 months ago
- Code repository of the paper Learning Long-Term Dependencies in Irregularly-Sampled Time Series☆114Updated 2 years ago
- Training Recurrent Neural Networks via Forward Propagation Through Time☆41Updated 4 years ago
- Implement Reservoir Computing models for time series classification, clustering, forecasting, and much more!☆384Updated 3 months ago
- A simple and flexible code for Reservoir Computing architectures like Echo State Networks☆533Updated last month
- Liquid State Machines in Python and NEST☆72Updated 4 years ago
- An organized collection of Reservoir Computing models and techniques that is well-integrated within the PyTorch API.☆17Updated 2 years ago
- A simulation of the Kuramoto-Sivashinsky Equation in Python and MATLAB☆25Updated 6 years ago
- Learning to Learn: Gradient-free Optimization framework☆36Updated 3 years ago
- Repository for paper "Hands-on reservoir computing" (NCE, 2022)☆27Updated 2 years ago
- ☆14Updated last year
- A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks☆49Updated 4 years ago
- Cartesian genetic programming (CGP) in pure Python.☆32Updated last year
- This project provides Slow Feature Analysis as a scikit-learn-style package.☆41Updated last year