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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

45K 375 133
mikekeith52
scalecast

The practitioner's forecasting library

6K 352 40
reservoirpy
reservoirpy

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

5K 629 144
lucidrains
hrm-pytorch

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

2K 74 8
lucidrains
light-recurrent-unit-pytorch

Implementation of a Light Recurrent Unit in Pytorch

961 49 3
supernnova
supernnova

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

841 36 9
arthurdjn
nets

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

579 38 3
FilippoMB
tsa-course

Book and material for the course "Time series analysis with Python" (STA-2003)

527 267 57
kyegomez
mambatransformer

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

518 220 16
kalekiu
easyesn

Python library for Reservoir Computing using Echo State Networks

503 144 41
mrosol
nonlincausality

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

495 92 18
fabridamicelli
echoes

Machine Learning with Echo State Networks in Python

490 43 9
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

485 12 12
kk7nc
rmdl

RMDL: Random Multimodel Deep Learning for Classification

294 428 121
develask
wbnn

White Box Neural Networks

292 3 0
murraylab
psychrnn

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

285 142 41
X-rayLaser
mdrnn

Custom Keras layers for implementing multi-dimensional recurrent neural networks (MDRNNs) described in Alex Graves's paper https://arxiv.org/pdf/0705.2011.pdf

282 10 2
maxwells-daemons
pytorch-adaptive-computation-time

A PyTorch implementation of adaptive computation time RNNs that's clean, idiomatic, and extensible.

267 3 1
stephantul
somber

Recursive Self-Organizing Map/Neural Gas.

243 54 14
kyegomez
liquidnet

Implementation of Liquid Nets in Pytorch

231 71 11
kensk8er
chicksexer

A Python package for gender classification.

211 87 29
X-rayLaser
keras-htr

A toolkit for developing handwritten text recognition (HTR) pipelines

206 9 1
kern-lab
relernn

Recombination Landscape Estimation using Recurrent Neural Networks

206 67 14
CyberZHG
keras-ordered-neurons

Unofficial implementation of ON-LSTM

184 30 8
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