sylvchev / simple_esnLinks
simple Echo State Networks integrated with scikit-learn
☆27Updated 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
Sorting:
- Echo State Networks☆42Updated 10 years ago
- Echo state network implementation on tensorflow☆68Updated 6 years ago
- An Echo State Network module for PyTorch.☆233Updated last month
- Deep Echo State Network (DeepESN) Python library☆126Updated 7 months ago
- Echo State Networks in Python☆315Updated 5 years ago
- Python library for Reservoir Computing using Echo State Networks☆141Updated 4 years ago
- Multivariate time series classification with a bi-directional ESN with a deep neural network readout.☆25Updated 8 months ago
- A Python toolkit for Reservoir Computing and Echo State Network experimentation based on pyTorch. EchoTorch is the only Python module ava…☆484Updated last year
- Several implementations of the kernel-based activation functions☆63Updated 6 years ago
- Clean repo for tensor-train RNN implemented in TensorFlow☆69Updated 6 years ago
- Online-Recurrent-Extreme-Learning-Machine (OR-ELM) for time-series prediction, implemented in python☆155Updated 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 7 years ago
- Event-based deep belief network offline training algorithm☆22Updated 11 years ago
- ☆71Updated 5 years ago
- ☆26Updated 6 years ago
- Keras implementation of Legendre Memory Units☆214Updated 2 weeks ago
- Evolution Strategy Library☆55Updated 5 years ago
- ☆80Updated 7 years ago
- Echo State Networks with TensorFlow☆37Updated 5 years ago
- Code for Reservoir computing (Echo state network)☆61Updated 7 years ago
- Liquid is a simulator for liquid state machines (LSM). The emphasis is on developing intuitions about how these constructs work and visua…☆18Updated 12 years ago
- High performance implementation of Extreme Learning Machines (fast randomized neural networks).☆201Updated 9 months ago
- The Spiking Reservoir (Liquid State Machine - LSM) Simulator☆59Updated 2 years ago
- Dynamic Boltzmann Machines☆138Updated last year
- ☆24Updated 8 years ago
- Always sparse. Never dense. But never say never. A Sparse Training repository for the Adaptive Sparse Connectivity concept and its algori…☆251Updated 4 years ago
- ☆115Updated last year
- Reinforcement Learning for Spiking Neural Networks☆86Updated last year
- Demo: Slightly More Bio-Plausible Backprop☆21Updated 8 years ago
- Deep Learning without Weight Transport☆36Updated 6 years ago