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Recurrent Neural Networks Python Packages

Python packages with the GitHub topic recurrent-neural-networks. Sorted by relevance, with stars and monthly downloads.
rwth-i6
returnn

The RWTH extensible training framework for universal recurrent neural networks

36K 375 133
mikekeith52
scalecast

The practitioner's forecasting library

7K 353 39
reservoirpy
reservoirpy

A simple and flexible code for Reservoir Computing architectures like Echo State Networks

6K 636 143
supernnova
supernnova

Open Source Photometric classification https://supernnova.readthedocs.io

5K 37 9
lucidrains
hrm-pytorch

Exploration into the proposed architecture from Sapient Intelligence of Singapore πŸ‡ΈπŸ‡¬

2K 74 8
kyegomez
mambatransformer

Integrating Mamba/SSMs with Transformer for Enhanced Long Context and High-Quality Sequence Modeling

942 220 16
lucidrains
light-recurrent-unit-pytorch

Implementation of a Light Recurrent Unit in Pytorch

882 49 3
arthurdjn
nets

Recreating PyTorch from scratch, using Numpy. Supports FCN, CNN, RNN layers.

646 38 3
mrosol
nonlincausality

Python package for Granger causality test with nonlinear (neural networks) forecasting methods.

593 92 18
kalekiu
easyesn

Python library for Reservoir Computing using Echo State Networks

446 144 41
haihabi
pynncml

Library for rain estimation and detection built with PyTorch. This library provides an implementation of algorithms for extracting rain-rate using data from commercial microwave links (CMLs). Addinaly this project provide an example dataset with data from two CMLs and implementation of performance and robustness metrics

430 12 12
fabridamicelli
echoes

Machine Learning with Echo State Networks, a scikit-learn compatible package.

428 43 9
FilippoMB
tsa-course

A collection of scripts and functions used in the course 'Time Series Analysis with Python'

419 271 58
murraylab
psychrnn

Easy-to-use package for the modeling and analysis of neural network dynamics, directed towards cognitive neuroscientists.

342 142 41
maxwells-daemons
pytorch-adaptive-computation-time

Implements adaptive computation time RNNs in PyTorch, with the same interface as builtin RNNs.

334 3 1
kk7nc
rmdl

RMDL: Random Multimodel Deep Learning for Classification

324 428 121
kensk8er
chicksexer

Python package for gender classification.

274 87 29
X-rayLaser
keras-htr

A toolkit for training CNN-1DRNN-CTC model to perform line-level Handwritten Text Recognition

243 9 1
develask
wbnn

White Box Neural Networks

242 3 0
kern-lab
relernn

Recombination Landscape Estimation using Recurrent Neural Networks

241 67 14
kklemon
brc

Implementation of the bistable recurrent cell (BRC) in PyTorch

221 2 0
CyberZHG
keras-ordered-neurons

Ordered Neurons LSTM

219 30 8
kyegomez
liquidnet

Implementation of Liquid Nets in Pytorch

219 71 11
NiziL
esnpy

Out-of-the-box framework for Echo State Networks

214 7 3
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