Echo State Networks in Python
☆315May 6, 2020Updated 5 years ago
Alternatives and similar repositories for pyESN
Users that are interested in pyESN are comparing it to the libraries listed below
Sorting:
- An Echo State Network module for PyTorch.☆235Oct 14, 2025Updated 4 months ago
- Materials related to the Medium article "Predicting Stock Prices with Echo State Networks".☆51Oct 9, 2020Updated 5 years ago
- Deep Echo State Network (DeepESN) Python Library☆127Jan 14, 2026Updated last month
- A simple and flexible code for Reservoir Computing architectures like Echo State Networks☆613Feb 16, 2026Updated 2 weeks ago
- Echo State Networks☆43Oct 30, 2015Updated 10 years ago
- Echo State Networks with TensorFlow☆37Jun 28, 2020Updated 5 years ago
- Implement Reservoir Computing models for time series classification, clustering, forecasting, and much more!☆415Mar 15, 2025Updated 11 months ago
- Code for Reservoir computing (Echo state network)☆61Oct 25, 2018Updated 7 years ago
- A Python 3 framework for Reservoir Computing with a scikit-learn-compatible API.☆95Jul 17, 2024Updated last year
- Echo State Network☆17May 2, 2014Updated 11 years ago
- ☆27Mar 27, 2019Updated 6 years ago
- Awesome tutorials, papers, projects and tools for Reservoir Computing techniques like Echo State Networks (ESN).☆60Nov 18, 2021Updated 4 years ago
- Machine Learning with Echo State Networks, a scikit-learn compatible package.☆43Sep 29, 2025Updated 5 months ago
- The Spiking Reservoir (Liquid State Machine - LSM) Simulator☆59Sep 14, 2023Updated 2 years ago
- EvoDynamic seeks to evolve and develop suitable discrete dynamic models of self-organizing systems based on local interactions.☆20May 9, 2025Updated 9 months ago
- Matlab implementation of Echo State Network (reservoir computing)☆27Aug 3, 2017Updated 8 years ago
- Tutorial on reservoir computing with an example on spoken digit recognition.☆11Mar 23, 2016Updated 9 years ago
- An organized collection of Reservoir Computing models and techniques that is well-integrated within the PyTorch API.☆17Dec 8, 2022Updated 3 years ago
- Neural network (reservoir computing system) based on electro-optical delay setup☆15Nov 12, 2019Updated 6 years ago
- Liquid State Machines in Python and NEST☆76Nov 6, 2020Updated 5 years ago
- Multivariate time series classification with a bi-directional ESN with a deep neural network readout.☆25Mar 15, 2025Updated 11 months ago
- Oger is a toolbox mainly used for Reservoir Computing neural networks, such as Echo State Networks (ESN) and Liquid State Machines (LSM)☆21Feb 14, 2022Updated 4 years ago
- Soil Sample and Soil Profile Datasets: an Open Compilation☆23Jun 18, 2025Updated 8 months ago
- ☆37Mar 10, 2022Updated 3 years ago
- tiny pytorch implementation of neural style transfer.☆13Jul 6, 2017Updated 8 years ago
- A Playground for Variational Autoencoders☆12Feb 11, 2018Updated 8 years ago
- ☆12Oct 12, 2014Updated 11 years ago
- Code published with the paper J. Mölter, L. Avitan, and G. J. Goodhill. "Detecting neural assemblies in calcium imaging data". BMC Biolog…☆11Apr 30, 2019Updated 6 years ago
- Feature Selection using Simulated Annealing☆11Aug 10, 2022Updated 3 years ago
- A data-driven method to calculate the Lyapunov exponent of a dynamical system employing a GRU-RNN.☆47Jul 25, 2024Updated last year
- A neural network library based on tensorflow and with true sklearn compatibility.☆11Sep 17, 2016Updated 9 years ago
- This is the code for the paper Signals to Spikes for Neuromorphic Regulated Reservoir Computing and EMG Hand Gesture Recognition☆12Mar 15, 2022Updated 3 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
- Learning Simulator: A simulation software for animal and human learning☆12Apr 22, 2024Updated last year
- machine learning trading system using random decision tree to train the technical indicators☆10Apr 11, 2017Updated 8 years ago
- Tutorials, scripts and other modeling aspects of agrivoltaics developed by the InSPIRE team☆14Feb 17, 2026Updated last week
- A small wrapper to do Beta Boosting with XgBoost☆15Oct 26, 2021Updated 4 years ago
- Data Smashing☆13Oct 9, 2014Updated 11 years ago
- python implementation of SAX (Symbolic Aggregate Approximation) for time series data☆44Apr 20, 2015Updated 10 years ago