sylvchev / simple_esn
simple Echo State Networks integrated with scikit-learn
☆26Updated 5 years ago
Alternatives and similar repositories for simple_esn:
Users that are interested in simple_esn are comparing it to the libraries listed below
- Echo State Networks☆40Updated 9 years ago
- Deep Echo State Network (DeepESN) Python library☆118Updated 5 years ago
- An Echo State Network module for PyTorch.☆217Updated 2 years ago
- Echo state network implementation on tensorflow☆69Updated 6 years ago
- Echo State Networks in Python☆303Updated 4 years ago
- Python library for Reservoir Computing using Echo State Networks☆135Updated 4 years ago
- Multi-variate time series classification with a bi-directional ESN with a readout implemented as a deep neural network.☆25Updated 2 years ago
- ☆26Updated 5 years ago
- Code for Reservoir computing (Echo state network)☆59Updated 6 years ago
- ☆24Updated 8 years ago
- Echo State Networks with TensorFlow☆37Updated 4 years ago
- Echo state network framework, NARMA10 dataset generator as an demonstration supplied.☆18Updated 7 years ago
- Liquid State Machines in Python and NEST☆69Updated 4 years ago
- A Python toolkit for Reservoir Computing and Echo State Network experimentation based on pyTorch. EchoTorch is the only Python module ava…☆467Updated 7 months ago
- Tensorized LSTM with Adaptive Shared Memory for Learning Trends in Multivariate Time Series (AAAI'20)☆47Updated 3 years ago
- RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical sy…☆94Updated last year
- Event-based deep belief network offline training algorithm☆22Updated 10 years ago
- Code for the forget-only version of the LSTM in the paper "The unreasonable effectiveness of the forget gate"☆29Updated 6 years ago
- Experiments with spiking neural networks (SNNs) in PyTorch. See https://github.com/BINDS-LAB-UMASS/bindsnet for the successor to this pro…☆90Updated 6 years ago
- Several implementations of the kernel-based activation functions☆61Updated 5 years ago
- Recurrent Neural Filters for Time Series Prediction☆24Updated 4 years ago
- A Python 3 framework for Reservoir Computing with a scikit-learn-compatible API.☆91Updated 7 months ago
- Implementation of NEWMA: a new method for scalable model-free online change-point detection☆46Updated 4 years ago
- Code for the paper "Next Generation Reservoir Computing"☆167Updated 3 years ago
- Clean repo for tensor-train RNN implemented in TensorFlow☆69Updated 5 years ago
- This project is the pytorch implementation version of Multilevel Wavelet Decomposition Network.☆99Updated 6 years ago
- An echo state network (ESN) for video prediction☆10Updated 4 years ago
- Evolution Strategy Library☆55Updated 4 years ago
- Learning to Learn: Gradient-free Optimization framework☆36Updated 3 years ago
- TensorFlow implementation of Bayes-by-Backprop algorithm from "Weight Uncertainty in Neural Networks" paper☆51Updated 6 years ago