recurrent-neural-networks

There are 29 repositories under recurrent-neural-networks topic.

BrainJS / brain.js
🤖 GPU accelerated Neural networks in JavaScript for Browsers and Node.js
api brain browser convolutional-neural-networks easy-to-use hacktoberfest neural-network node nodejs recurrent-neural-networks stream web
Language:TypeScript 14306
afshinea / stanford-cs-230-deep-learning
VIP cheatsheets for Stanford's CS 230 Deep Learning
cheatsheet convolutional-neural-networks data-science deep-learning recurrent-neural-networks
6261
bentrevett / pytorch-sentiment-analysis
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
pytorch sentiment-analysis tutorial rnn lstm fasttext torchtext sentiment-classification cnn cnn-text-classification lstm-sentiment-analysis pytorch-tutorial pytorch-tutorials pytorch-nlp nlp natural-language-processing recurrent-neural-networks word-embeddings transformers bert
Language:Jupyter Notebook 4325
sjvasquez / handwriting-synthesis
Handwriting Synthesis with RNNs ✏️
handwriting-generation handwriting-synthesis recurrent-neural-networks tensorflow
Language:Python 4265
NELSONZHAO / zhihu
This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.
deep-learning tensorflow-examples convolutional-neural-networks recurrent-neural-networks autoencoder gan style-transfer natural-language-processing machine-translation
Language:Jupyter Notebook 3495
guillaume-chevalier / LSTM-Human-Activity-Recognition
Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier
machine-learning deep-learning lstm human-activity-recognition neural-network rnn recurrent-neural-networks tensorflow activity-recognition
Language:Jupyter Notebook 3327
amanchadha / coursera-deep-learning-specialization
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models
deep-learning coursera coursera-assignment coursera-specialization coursera-machine-learning andrew-ng andrew-ng-course convolutional-neural-networks cnns recurrent-neural-networks rnns convolutional-neural-network recurrent-neural-network hyperparameter-optimization hyperparameter-tuning neural-network neural-networks neural-machine-translation neural-style-transfer regularization
Language:Jupyter Notebook 2970
easy-tensorflow / easy-tensorflow
Simple and comprehensive tutorials in TensorFlow
convolutional-neural-networks deep-learning machine-learning neural-network object-detection pattern-recognition python recurrent-neural-networks reinforcement-learning tensorflow
Language:Python 2865
dragen1860 / Deep-Learning-with-PyTorch-Tutorials
深度学习与PyTorch入门实战视频教程配套源代码和PPT
artificial-intelligence convolutional-neural-networks deep-learning generative-adversarial-network machine-learning pytorch recurrent-neural-networks tutorial
Language:Python 2792
sjchoi86 / Tensorflow-101
TensorFlow Tutorials
tensorflow-tutorials convolutional-neural-networks recurrent-neural-networks
Language:Jupyter Notebook 2603
Alro10 / deep-learning-time-series
List of papers, code and experiments using deep learning for time series forecasting
time-series-forecasting lstm-neural-networks lstm deep-learning forecasting-models prediction python3 pytorch tensorflow series-forecasting series-classification time-series time-series-prediction time-series-classification forecasting-competitions demand-forecasting recurrent-neural-networks series-analysis sales-forecasting deep-neural-networks
Language:Jupyter Notebook 2531
pytorch-kaldi
mravanelli / pytorch-kaldi
pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.
speech-recognition gru dnn kaldi rnn-model pytorch timit deep-learning deep-neural-networks recurrent-neural-networks multilayer-perceptron-network lstm lstm-neural-networks speech asr rnn dnn-hmm
Language:Python 2358
asappresearch / sru
Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)
deep-learning nlp pytorch recurrent-neural-networks
Language:Python 2102
githubharald / SimpleHTR
Handwritten Text Recognition (HTR) system implemented with TensorFlow.
deep-learning handwritten-text-recognition machine-learning ocr recurrent-neural-networks tensorflow
Language:Python 1938
philipperemy / keras-tcn
Keras Temporal Convolutional Network.
deep-learning keras machine-learning recurrent-neural-networks tcn
Language:Python 1869
kk7nc / Text_Classification
Text Classification Algorithms: A Survey
text-classification nlp-machine-learning document-classification text-processing dimensionality-reduction rocchio-algorithm boosting-algorithms logistic-regression naive-bayes-classifier k-nearest-neighbours support-vector-machines decision-trees random-forest conditional-random-fields deep-learning deep-neural-network recurrent-neural-networks convolutional-neural-networks deep-belief-network hierarchical-attention-networks
Language:Python 1793
mbadry1 / Top-Deep-Learning
Top 200 deep learning Github repositories sorted by the number of stars.
artificial-intelligence artificial-neural-networks convolutional-neural-networks deep-learning deep-neural-networks deep-reinforcement-learning machine-learning recurrent-neural-networks stargazers-count top-repositories
Language:Python 1655
raminmh / liquid_time_constant_networks
Code Repository for Liquid Time-Constant Networks (LTCs)
deep-learning liquid-neural-networks recurrent-neural-networks sequence-modeling state-space-models time-series
Language:Python 1409
HendrikStrobelt / LSTMVis
Visualization Toolbox for Long Short Term Memory networks (LSTMs)
lstm neural-network visualization recurrent-neural-networks
Language:Jupyter Notebook 1199
offchan42 / machine-learning-curriculum
:computer: Learn to make machines learn so that you don't have to struggle to program them; The ultimate list
machine-learning python course deep-learning curriculum guide reinforcement-learning convolutional-neural-networks tensorflow mxnet pytorch chainer recurrent-neural-networks neural-network mlops-workflow
1088
richliao / textClassifier
Text classifier for Hierarchical Attention Networks for Document Classification
text-classification hierarchical-attention-networks attention-mechanism recurrent-neural-networks convolutional-neural-networks
Language:Python 1069
hurshd0 / must-read-papers-for-ml
Collection of must read papers for Data Science, or Machine Learning / Deep Learning Engineer
deep-learning machine-learning data-science papers neural-networks convolutional-networks recurrent-neural-networks recommender-system rnn-lstm exploratory-data-analysis data-analysis generalized-additive-models
874
raminmh / CfC
Closed-form Continuous-time Neural Networks
deep-learning neural-ode pytorch recurrent-neural-networks sequence-models tensorflow
Language:Python 843
githubharald / CTCDecoder
Connectionist Temporal Classification (CTC) decoding algorithms: best path, beam search, lexicon search, prefix search, and token passing. Implemented in Python.
token-passing beam-search ctc language-model best-path prefix-search handwriting-recognition speech-recognition recurrent-neural-networks loss ctc-loss python opencl
Language:Python 813
datalogue / keras-attention
Visualizing RNNs using the attention mechanism
recurrent-neural-networks attention-mechanism deep-learning deep-neural-networks machine-learning natural-language-processing translation
Language:Python 748
samre12 / deep-trading-agent
Deep Reinforcement Learning based Trading Agent for Bitcoin
deep-reinforcement-learning deep-q-network bitcoin deep-sense trading artificial-intelligence agent recurrent-neural-networks
Language:Python 747
NeuromatchAcademy / course-content-dl
NMA deep learning course
deep-learning reinforcement-learning-algorithms continual-learning convolutional-neural-networks recurrent-neural-networks transformers
Language:Jupyter Notebook 740
wagamamaz / tensorflow-tutorial
TensorFlow and Deep Learning Tutorials
autoencoder cnn convolutional-neural-networks deep-learning deep-learning-tutorial deep-reinforcement-learning keras machine-learning multi-layer-perceptron neural-machine-translation neural-network neural-networks nlp notebook recurrent-neural-networks reinforcement-learning tensorflow tensorflow-tutorials tensorlayer tflearn
738
pbashivan / EEGLearn
A set of functions for supervised feature learning/classification of mental states from EEG based on "EEG images" idea.
eeg convolutional-neural-networks recurrent-neural-networks
Language:Python 708
ottokart / punctuator2
A bidirectional recurrent neural network model with attention mechanism for restoring missing punctuation in unsegmented text
punctuation recurrent-neural-networks theano attention demo
Language:Python 657
mbadry1 / Trending-Deep-Learning
Top 100 trending deep learning repositories sorted by the number of stars gained on a specific day.
artificial-intelligence artificial-neural-networks convolutional-neural-networks deep-learning deep-neural-networks deep-reinforcement-learning machine-learning recurrent-neural-networks stargazers-count trending-repositories
Language:Python 633
sotelo / parrot
RNN-based generative models for speech.
deep-learning recurrent-neural-networks speech-synthesis theano blocks
Language:Python 610
jostmey / rwa
Machine Learning on Sequential Data Using a Recurrent Weighted Average
deep-memory recurrent-neural-networks recurrent-weighted-average research rwa-model sequential-data time-series
Language:Python 601
ikostrikov / TensorFlow-VAE-GAN-DRAW
A collection of generative methods implemented with TensorFlow (Deep Convolutional Generative Adversarial Networks (DCGAN), Variational Autoencoder (VAE) and DRAW: A Recurrent Neural Network For Image Generation).
tensorflow vae gan draw recurrent-neural-networks
Language:Python 594
x4nth055 / emotion-recognition-using-speech
Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras
machine-learning speech-emotion-recognition emotion-recognition emotion-recognizer sklearn kneighborsclassifier random-forest-classifier mfcc feature-extraction emotion-detection keras support-vector-machine gradient-boosting mlp-classifier librosa deep-learning neural-networks recurrent-neural-networks
Language:Python 559
NourozR / Stock-Price-Prediction-LSTM
OHLC Average Prediction of Apple Inc. Using LSTM Recurrent Neural Network
deep-learning machine-learning neural-networks recurrent-neural-networks lstm-neural-networks algorithmic-trading machine-learning-for-trading machine-learning-for-finance
Language:Python 555

recurrent-neural-networks

BrainJS / brain.js

afshinea / stanford-cs-230-deep-learning

bentrevett / pytorch-sentiment-analysis

sjvasquez / handwriting-synthesis

NELSONZHAO / zhihu

guillaume-chevalier / LSTM-Human-Activity-Recognition

amanchadha / coursera-deep-learning-specialization

easy-tensorflow / easy-tensorflow

dragen1860 / Deep-Learning-with-PyTorch-Tutorials

sjchoi86 / Tensorflow-101

Alro10 / deep-learning-time-series

mravanelli / pytorch-kaldi

asappresearch / sru

githubharald / SimpleHTR

philipperemy / keras-tcn

kk7nc / Text_Classification

mbadry1 / Top-Deep-Learning

raminmh / liquid_time_constant_networks

HendrikStrobelt / LSTMVis

offchan42 / machine-learning-curriculum

richliao / textClassifier

hurshd0 / must-read-papers-for-ml

raminmh / CfC

githubharald / CTCDecoder

datalogue / keras-attention

samre12 / deep-trading-agent

NeuromatchAcademy / course-content-dl

wagamamaz / tensorflow-tutorial

pbashivan / EEGLearn

ottokart / punctuator2

mbadry1 / Trending-Deep-Learning

sotelo / parrot

jostmey / rwa

ikostrikov / TensorFlow-VAE-GAN-DRAW

x4nth055 / emotion-recognition-using-speech

NourozR / Stock-Price-Prediction-LSTM