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recurrent-networks

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ChristosChristofidis /awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

machine-learning awesome deep-learning neural-network recurrent-networks awesome-list deep-learning-tutorial deep-networks face-images

UpdatedMay 26, 2025

udacity /deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND programhttps://www.udacity.com/course/deep-learning-nanodegree--nd101

deep-learning sentiment-analysis neural-network pytorch recurrent-networks style-transfer convolutional-networks

UpdatedJun 27, 2023
Jupyter Notebook

quark0 /darts

Differentiable architecture search for convolutional and recurrent networks

deep-learning language-modeling pytorch recurrent-networks image-classification convolutional-networks automl neural-architecture-search

UpdatedJan 3, 2021
Python

spago

nlpodyssey /spago

Self-contained Machine Learning and Natural Language Processing library in Go

nlp machine-learning natural-language-processing deep-learning neural-network automatic-differentiation artificial-intelligence recurrent-networks lstm computation-graph question-answering bart automatic-translation deeplearning language-model bert transformer-architecture bert-as-service named-entities-recognition

UpdatedApr 1, 2025
Go

rnn-from-scratch

gy910210 /rnn-from-scratch

Implementing Recurrent Neural Network from Scratch

neural-network tensorflow recurrent-networks rnn rnn-tensorflow rnn-language-model

UpdatedMay 28, 2018
Python

nschaetti /EchoTorch

A Python toolkit for Reservoir Computing and Echo State Network experimentation based on pyTorch. EchoTorch is the only Python module available to easily create Deep Reservoir Computing models.

python machine-learning machine-learning-algorithms torch pytorch recurrent-neural-networks artificial-intelligence recurrent-networks neural-networks python-toolkit artificial-neural-networks machinelearning echo-state-networks reservoir-computing

UpdatedJul 25, 2024
Python

JonathanRaiman /theano_lstm

🔬 Nano size Theano LSTM module

python machine-learning tutorial theano neural-network automatic-differentiation recurrent-networks lstm gru adadelta dropout

UpdatedNov 16, 2016
Python

philipperemy /tensorflow-multi-dimensional-lstm

Multi dimensional LSTM as described in Alex Graves' Paperhttps://arxiv.org/pdf/0705.2011.pdf

recurrent-networks lstm tensroflow multi-dimensional 2d-lstm grid-lstm

UpdatedMar 30, 2020
Jupyter Notebook

philipperemy /tensorflow-phased-lstm

Phased LSTM: Accelerating Recurrent Network Training for Long or Event-based Sequences (NIPS 2016) - Tensorflow 1.0

machine-learning deep-learning tensorflow recurrent-networks lstm-model mnist-dataset tensorflow-1-0

UpdatedDec 19, 2018
Python

DL4S

palle-k /DL4S

Accelerated tensor operations and dynamic neural networks based on reverse mode automatic differentiation for every device that can run Swift - from watchOS to Linux

swift machine-learning deep-neural-networks deep-learning automatic-differentiation autograd recurrent-neural-networks recurrent-networks neural-networks derivatives convolutional-neural-networks tensor gradient-descent swift-machine-learning optimizers

UpdatedNov 5, 2023
Swift

dido1998 /Recurrent-Independent-Mechanisms

Implementation of the paper Recurrent Independent Mechanisms (https://arxiv.org/pdf/1909.10893.pdf)

deep-learning pytorch recurrent-networks attention rim generalization lstms grus

UpdatedJan 13, 2022
Python

kristijanbartol /Deep-Music-Tagger

Music genre classification model using CRNN

music deep-neural-networks deep-learning keras audio-analysis music-information-retrieval recurrent-networks convolutional-networks deeplearning fma librosa music-analysis music-classification mel-spectrograms

UpdatedSep 27, 2018
Python

ago109 /predictive-forward-forward

Implementation/simulation of the predictive forward-forward credit assignment algorithm for training neurobiologically-plausible recurrent neural network models.

machine-learning tensorflow neuroscience recurrent-networks neural-networks cognitive-science learning-algorithms credit-assignment predictive-coding biological-neural-networks local-learning brain-inspired-computing forward-forward forward-learning forward-pass-learning predictive-forward-forward

UpdatedApr 2, 2023
Python

kyegomez /Griffin

Implementation of Griffin from the paper: "Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models"

ai neural-network ml pytorch recurrent-networks mlp zeta feedforward rnns

UpdatedOct 27, 2025
Python

kyegomez /Simba

A simpler Pytorch + Zeta Implementation of the paper: "SiMBA: Simplified Mamba-based Architecture for Vision and Multivariate Time series"

transformers recurrent-networks imagenet multi-modal agents ssm ss4 llms

UpdatedNov 11, 2024
Python

RecurrentLayers.jl

MartinuzziFrancesco /RecurrentLayers.jl

A comprehensive collection of 35+ recurrent neural network layers for Flux.jl

flux recurrent-neural-networks recurrent-networks lstm gru rnn nas rhn recurrent-neural-network gated-recurrent-units mgu ran recurrent-units gated-neural-network scrn

UpdatedOct 30, 2025
Julia

4AI /RAN

RAN: Recurrent Attention Networks for Long-text Modeling | Findings of ACL23

acl recurrent-networks long-context long-context-attention acl2023 long-context-transformers long-document-modeling recurrent-attention-networks

UpdatedAug 12, 2023
Python

mhaut /scalable_RNN_HSI

Source code of "Scalable Recurrent Neural Network for Hyperspectral Image Classification"

recurrent-networks deeplearning hyperspectral-image-classification hyperspectral

UpdatedSep 13, 2020
Python

MartinuzziFrancesco /torchrecurrent

A collection of 25+ PyTorch-compatible implementations of recurrent layers

pytorch recurrent-neural-networks recurrent-networks lstm gru rnn rnn-pytorch long-short-term-memory recurrent-neural-network gated-recurrent-units gated-neural-network

UpdatedOct 31, 2025
Python

MartinuzziFrancesco /LuxRecurrentLayers.jl

A comprehensive collection of 25+ recurrent neural network layers for Lux.jl

recurrent-neural-networks recurrent-networks lstm rnn lux rnn-model lstm-neural-networks rnns

UpdatedNov 18, 2025
Julia

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