An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.

pypi.org "reservoir-computing" keyword

View the packages on the pypi.org package registry that are tagged with the "reservoir-computing" keyword.

easyesn 0.1.3
Python library for Reservoir Computing using Echo State Networks
23 versions - Latest release: over 7 years ago - 2 dependent repositories - 155 downloads last month - 139 stars on GitHub - 3 maintainers
torch-rc 0.4.1
An organized collection of Reservoir Computing models and techniques that is well-integrated with...
8 versions - Latest release: over 4 years ago - 1 dependent repositories - 17 downloads last month - 17 stars on GitHub - 1 maintainer
tsa-course 0.3.1
A collection of scripts and functions used in the course 'Time Series Analysis with Python'
9 versions - Latest release: 5 months ago - 126 downloads last month - 156 stars on GitHub - 1 maintainer
reservoir-computing 1.0.2
Library for implementing reservoir computing models (Echo State Networks) for multivariate time s...
7 versions - Latest release: 10 months ago - 143 downloads last month - 393 stars on GitHub - 1 maintainer
esgp 0.1.0
Echo State Gradient Propogation implementation for PyTorch
1 version - Latest release: about 2 months ago - 19 downloads last month - 0 stars on GitHub - 1 maintainer
rctorch 0.91
A Python 3 toolset for creating and optimizing Echo State Networks. This library is an extension ...
8 versions - Latest release: over 3 years ago - 1 dependent repositories - 55 downloads last month - 43 stars on GitHub - 1 maintainer
snn-reservoir-py 2.0.0
Simulation and analysis of Spiking Neural Networks (SNNs)
3 versions - Latest release: about 2 months ago - 29 downloads last month - 0 stars on GitHub - 1 maintainer
sorn 0.7.4
Self-Organizing Recurrent Neural Networks
64 versions - Latest release: over 3 years ago - 1 dependent repositories - 799 downloads last month - 38 stars on GitHub - 1 maintainer
echoes 1.0.2
Machine Learning with Echo State Networks in Python
14 versions - Latest release: 5 months ago - 1 dependent repositories - 300 downloads last month - 44 stars on GitHub - 1 maintainer
complexnetwork 0.1.2
Complex networks and Self-Organized Criticality
1 version - Latest release: about 4 years ago - 13 downloads last month - 0 stars on GitHub - 1 maintainer
pytank 0.1.5
Library to calculate POES by material balance equations of sub-saturaded Reservories
6 versions - Latest release: about 1 year ago - 30 downloads last month - 520 stars on GitHub - 1 maintainer
reservoirpy-fbessou 0.3.13
A simple and flexible code for Reservoir Computing architectures like Echo State Networks.
3 versions - Latest release: over 2 years ago - 13 downloads last month - 568 stars on GitHub - 1 maintainer
Top 7.2% on pypi.org
reservoirpy 0.4.1
A simple and flexible code for Reservoir Computing architectures like Echo State Networks.
31 versions - Latest release: about 1 month ago - 1 dependent package - 3 dependent repositories - 6.33 thousand downloads last month - 568 stars on GitHub - 1 maintainer
Top 9.6% on pypi.org
pyrcn 0.0.18 💰
A scikit-learn-compatible framework for Reservoir Computing in Python
24 versions - Latest release: over 1 year ago - 4 dependent repositories - 316 downloads last month - 92 stars on GitHub - 1 maintainer
esnpy 0.4.0
Out-of-the-box framework for Echo State Networks
5 versions - Latest release: over 2 years ago - 27 downloads last month - 7 stars on GitHub - 1 maintainer
Related Keywords
echo-state-networks 11 machine-learning 11 recurrent-neural-networks 9 esn 5 neural-network 5 python 4 machine-learning-algorithms 4 artificial-intelligence 4 timeseries-prediction 3 timeseries-forecasting 3 timeseries-analysis 3 timeseries 3 reservoir 3 pytorch 3 Brain-Inspired Computing 2 echo state network 2 Artificial Neural Networks 2 Neuro Informatics 2 self-organizing-network 2 neuroplasticity 2 hebbian-learning 2 complex-networks 2 Neural Information Processing 2 Spiking Cortical Networks 2 Artificial General Intelligence 2 Neuroscience 2 Neural Connectomics 2 liquid-state-machine 2 rnn 2 echo-state-network 2 time-series-forecasting 2 neural-networks 2 time-series-clustering 2 time-series-classification 2 bolzmann-machines 1 autonomous-agents 1 associative-networks 1 complex-system 1 criticality 1 hierarchical-temporal-memory 1 self-organized-criticality 1 extreme-learning-machine 1 scikit-learn 1 machine learning 1 neural networks 1 spiking-neural-networks 1 brain-inspired-computing 1 Criticality 1 cortical-learning 1 cortical-network 1 Complex Networks 1 hopfield-network 1 neuro-computing 1 neuroinformatics 1 point-neurons 1 reinforcement-learning 1 self-organizing-criticality 1 esnetwork 1 sorn 1 shallow-learning 1 spike-trains 1 chaotic-dynamical-systems 1 esgp 1 reservoir computing 1 probabilistic-forecasting 1 phase-space-reconstruction 1 missing-data-imputation 1 unit-root-test 1 time-series-analysis 1 stationarity 1 signal-processing 1 quantitative-finance 1 prophet 1 non-linear-dynamics 1 multivariate-time-series 1 moving-average 1 kalman-filter 1 fourier-transform 1 exponential-smoothing 1 course 1 chaos-theory 1 arima 1 library 1 snn 1 pypi-package 1 neuroscience 1 lsm 1 lif-neurons 1 bayesian-optimization 1 artificial-neural-networks 1 Bayesian 1 PyTorch 1 BoTorch 1 Optimization 1 Echo State Networks 1 Reservoir Computing 1 ESN 1 Echo State Network 1 time-series 1 sequential-mnist 1