recurrent-networks

There are 6 repositories under recurrent-networks topic.

ChristosChristofidis / awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
deep-learning neural-network machine-learning awesome awesome-list recurrent-networks deep-networks deep-learning-tutorial face-images
22788
udacity / deep-learning-v2-pytorch
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
convolutional-networks deep-learning neural-network pytorch recurrent-networks sentiment-analysis style-transfer
Language:Jupyter Notebook 5164
quark0 / darts
Differentiable architecture search for convolutional and recurrent networks
deep-learning automl image-classification language-modeling pytorch convolutional-networks recurrent-networks neural-architecture-search
Language:Python 3854
spago
nlpodyssey / spago
Self-contained Machine Learning and Natural Language Processing library in Go
deep-learning machine-learning natural-language-processing neural-network computation-graph automatic-differentiation artificial-intelligence deeplearning transformer-architecture recurrent-networks lstm language-model question-answering bert bert-as-service nlp automatic-translation bart named-entities-recognition
Language:Go 1711
rnn-from-scratch
gy910210 / rnn-from-scratch
Implementing Recurrent Neural Network from Scratch
rnn neural-network recurrent-networks tensorflow rnn-tensorflow rnn-language-model
Language:Python 455
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 pytorch python-toolkit reservoir-computing echo-state-networks torch machine-learning machine-learning-algorithms machinelearning artificial-intelligence artificial-neural-networks neural-networks recurrent-neural-networks recurrent-networks
Language:Python 431
JonathanRaiman / theano_lstm
:microscope: Nano size Theano LSTM module
machine-learning recurrent-networks theano python lstm gru adadelta dropout automatic-differentiation neural-network tutorial
Language:Python 304
philipperemy / tensorflow-multi-dimensional-lstm
Multi dimensional LSTM as described in Alex Graves' Paper https://arxiv.org/pdf/0705.2011.pdf
tensroflow lstm multi-dimensional 2d-lstm grid-lstm recurrent-networks
Language:Jupyter Notebook 155
philipperemy / tensorflow-phased-lstm
Phased LSTM: Accelerating Recurrent Network Training for Long or Event-based Sequences (NIPS 2016) - Tensorflow 1.0
lstm-model recurrent-networks mnist-dataset machine-learning deep-learning tensorflow tensorflow-1-0
Language:Python 130
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
deep-learning deep-neural-networks gradient-descent automatic-differentiation autograd tensor recurrent-neural-networks convolutional-neural-networks machine-learning neural-networks swift swift-machine-learning recurrent-networks derivatives optimizers
Language:Swift 100
dido1998 / Recurrent-Independent-Mechanisms
Implementation of the paper Recurrent Independent Mechanisms (https://arxiv.org/pdf/1909.10893.pdf)
deep-learning generalization rim attention recurrent-networks lstms grus pytorch
Language:Python 96
kristijanbartol / Deep-Music-Tagger
Music genre classification model using CRNN
music-information-retrieval fma mel-spectrograms convolutional-networks deep-learning recurrent-networks music-classification librosa keras deeplearning deep-neural-networks music music-analysis audio-analysis
Language:Python 67
ago109 / predictive-forward-forward
Implementation/simulation of the predictive forward-forward credit assignment algorithm for training neurobiologically-plausible recurrent neural network models.
forward-forward local-learning tensorflow predictive-forward-forward forward-learning learning-algorithms biological-neural-networks brain-inspired-computing credit-assignment machine-learning neural-networks predictive-coding recurrent-networks cognitive-science forward-pass-learning neuroscience
Language:Python 47
kyegomez / Griffin
Implementation of Griffin from the paper: "Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models"
ai feedforward ml mlp neural-network pytorch recurrent-networks rnns zeta
Language:Python 33
4AI / RAN
RAN: Recurrent Attention Networks for Long-text Modeling | Findings of ACL23
acl2023 recurrent-networks long-document-modeling long-context long-context-attention long-context-transformers acl recurrent-attention-networks
Language:Python 19
mhaut / scalable_RNN_HSI
Source code of "Scalable Recurrent Neural Network for Hyperspectral Image Classification"
deeplearning hyperspectral recurrent-networks hyperspectral-image-classification
Language:Python 17
hav4ik / tinyai
A compact implementation of NEAT (NeuroEvolution of Augmentic Topologies) algorithm on C++ for small programs/projects.
neuroevolution augmenting-topologies recurrent-neural-networks recurrent-networks
Language:HTML 16
kyegomez / Simba
A simpler Pytorch + Zeta Implementation of the paper: "SiMBA: Simplified Mamba-based Architecture for Vision and Multivariate Time series"
agents imagenet llms multi-modal recurrent-networks ss4 ssm transformers
Language:Python 14
artix75 / psyc
A simple C implementation of Artificial Neural Networks
convolutional-neural-networks recurrent-networks neural-network neural-networks machine-learning lstm
Language:C 10
jonzia / NeuralNetStudio
Platform + GUI for hyperparameter optimization of recurrent neural networks (MATLAB).
recurrent-networks matlab parallel-processing neural-network-architectures rnn hyperparameter-optimization hyperparameter-tuning hyperparameter-search gui
Language:MATLAB 9
shivamnegi92 / LSTM-RNN-over-Bitcoin-Historical-Data
A LSTM based Deep Net which predict bitcoin value trends(30 days)
keras lstm-networks recurrent-networks bitcoin cntk batches tensorflow
Language:Jupyter Notebook 6
SNUDerek / LSTMTG
Generate Magic the Gathering (MtG) cards with a character-based LSTM language model, now with weight tying
work-in-progress language-model recurrent-networks keras magic-the-gathering mtg-cards
Language:Jupyter Notebook 4
seifip / udacity-deep-learning-nanodegree
Project work for the Udacity Deep Learning Nanodegree
udacity udacity-nanodegree udacity-deep-learning deep-learning neural-network recurrent-networks convolution-networks sentiment-analysis transfer-learning reinforcement-learning machine-learning
Language:Jupyter Notebook 3
sonalagrawal7 / DeepLearning-nanodegree-exercises
Solution/code for projects and exercises for the Udacity's Deep Learning Nanodegree program 2021
neural-network convolutional-networks recurrent-networks style-transfer pytorch
Language:Jupyter Notebook 3
bejar / DLMAI
RNN examples
deep-learning recurrent-networks examples
Language:Python 2
matthiasludwig / deep-learning-udacity-material
Material from Udacity for the Deep Learning ND
neural-network recurrent-networks convolutional-networks deep-learning batch-normalization sentiment-analysis notebook tensorflow nanodegree dcgan
Language:Jupyter Notebook 2
moon23k / Transformer_Variants
Transformer Architectures Comparison in Natural Language Generation Tasks
dialogue-generation evolved-transformer nlp nmt recurrent-networks text-summarization transformer
Language:Python 2
nschaetti / RCNLP
RCNLP - Echo State Network for Natural Language Processing is a research project about Reservoir Computing for NLP tasks
rc reservoircomputing nlp nlp-machine-learning machine-learning machine-learning-algorithms artificial-intelligence artificial-neural-networks recurrent-neural-networks recurrent-networks machinelearning echo-state-networks reservoir-computing switch-attractor-experiments
Language:OpenEdge ABL 2
satinder147 / sentiment--analysis
Sentence Sentiment Analysis
neural neural-network sentiment-analysis sentiment-classification recurrent-neural-networks recurrent-networks keras keras-tensorflow deep-learning tokenizer tokenization pickle model api
Language:Python 2
zblasingame / time-series-models
Collection of malware detection models using time series data.
tensorflow tensorflow-models generative-adversarial-network recurrent-networks anomaly-detection malware-detection
Language:Python 2
2015xli / recurrent-network
A simple tutorial on recurrent network in Python
recurrent-networks machine-learning deep-learning python tutorial
Language:Jupyter Notebook 1
rahulkgup / deep-learning-foundation
Repo for the Deep Learning Nanodegree Foundations program.
neural-network deep-learning recurrent-networks convolutional-networks sentiment-analysis
Language:Jupyter Notebook 1
shenmbsw / DeepLearning_Basic
deep-learning deep-neural-networks convolutional-neural-networks recurrent-networks
Language:Jupyter Notebook 1
thayumaanavan / Recurrent_Neural_Networks
Week 3 - Recurrent Networks
recurrent-neural-networks recurrent-networks lstm
Language:Jupyter Notebook 1
uttejh / DeepLearning_PyTorch
My projects and exercises for the latest Deep Learning ND program from Udacity
pytorch deep-learning recurrent-networks style-transfer predicting-patterns word2vec cnn udacity python3 gpu
Language:Jupyter Notebook 1
Sepehr2001 / From-single-neuron-to-learning-in-networks-workshop
A 3 day workshop with hand-on coding exercises held by Safura Rashid Shomali, Resident Researcher at the Institute for Research in Fundamental Sciences (IPM), PhD in Neuroscience
matlab-code recurrent-networks single-neuron-model reinforcement-learning
Language:MATLAB 0

recurrent-networks

ChristosChristofidis / awesome-deep-learning

udacity / deep-learning-v2-pytorch

quark0 / darts

nlpodyssey / spago

gy910210 / rnn-from-scratch

nschaetti / EchoTorch

JonathanRaiman / theano_lstm

philipperemy / tensorflow-multi-dimensional-lstm

philipperemy / tensorflow-phased-lstm

palle-k / DL4S

dido1998 / Recurrent-Independent-Mechanisms

kristijanbartol / Deep-Music-Tagger

ago109 / predictive-forward-forward

kyegomez / Griffin

4AI / RAN

mhaut / scalable_RNN_HSI

hav4ik / tinyai

kyegomez / Simba

artix75 / psyc

jonzia / NeuralNetStudio

shivamnegi92 / LSTM-RNN-over-Bitcoin-Historical-Data

SNUDerek / LSTMTG

seifip / udacity-deep-learning-nanodegree

sonalagrawal7 / DeepLearning-nanodegree-exercises

bejar / DLMAI

matthiasludwig / deep-learning-udacity-material

moon23k / Transformer_Variants

nschaetti / RCNLP

satinder147 / sentiment--analysis

zblasingame / time-series-models

2015xli / recurrent-network

rahulkgup / deep-learning-foundation

shenmbsw / DeepLearning_Basic

thayumaanavan / Recurrent_Neural_Networks

uttejh / DeepLearning_PyTorch

Sepehr2001 / From-single-neuron-to-learning-in-networks-workshop