recurrent-neural-networks

There are 31 repositories under recurrent-neural-networks topic.

BrainJS / brain.js
🤖 GPU accelerated Neural networks in JavaScript for Browsers and Node.js
neural-network brain recurrent-neural-networks easy-to-use api web nodejs browser convolutional-neural-networks node stream hacktoberfest
Language:TypeScript 14822
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
6815
sjvasquez / handwriting-synthesis
Handwriting Synthesis with RNNs ✏️
handwriting-synthesis handwriting-generation recurrent-neural-networks tensorflow
Language:Python 4650
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 4558
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 4051
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 3523
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
activity-recognition deep-learning human-activity-recognition lstm machine-learning neural-network recurrent-neural-networks rnn tensorflow
Language:Jupyter Notebook 3470
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
deep-learning pytorch convolutional-neural-networks recurrent-neural-networks generative-adversarial-network machine-learning artificial-intelligence tutorial
Language:Python 3069
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 2864
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 2749
sjchoi86 / Tensorflow-101
TensorFlow Tutorials
convolutional-neural-networks recurrent-neural-networks tensorflow-tutorials
Language:Jupyter Notebook 2597
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 2395
githubharald / SimpleHTR
Handwritten Text Recognition (HTR) system implemented with TensorFlow.
deep-learning handwritten-text-recognition machine-learning ocr recurrent-neural-networks tensorflow
Language:Python 2111
asappresearch / sru
Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)
pytorch deep-learning recurrent-neural-networks nlp
Language:Python 2110
philipperemy / keras-tcn
Keras Temporal Convolutional Network. Supports Python and R.
deep-learning keras machine-learning recurrent-neural-networks tcn
Language:Python 1982
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 1827
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 1756
mbadry1 / Top-Deep-Learning
Top 200 deep learning Github repositories sorted by the number of stars.
deep-learning deep-neural-networks deep-reinforcement-learning convolutional-neural-networks recurrent-neural-networks stargazers-count artificial-neural-networks artificial-intelligence machine-learning top-repositories
Language:Python 1730
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
1289
HendrikStrobelt / LSTMVis
Visualization Toolbox for Long Short Term Memory networks (LSTMs)
lstm neural-network recurrent-neural-networks visualization
Language:Jupyter Notebook 1260
offchan42 / machine-learning-curriculum
:computer: Learn to make machines learn so that you don't have to struggle to program them; The ultimate list
chainer convolutional-neural-networks course curriculum deep-learning guide machine-learning mlops-workflow mxnet neural-network python pytorch recurrent-neural-networks reinforcement-learning tensorflow
1105
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 1080
raminmh / CfC
Closed-form Continuous-time Neural Networks
deep-learning neural-ode pytorch recurrent-neural-networks sequence-models tensorflow
Language:Python 982
githubharald / CTCDecoder
Connectionist Temporal Classification (CTC) decoding algorithms: best path, beam search, lexicon search, prefix search, and token passing. Implemented in Python.
beam-search best-path ctc ctc-loss handwriting-recognition language-model loss opencl prefix-search python recurrent-neural-networks speech-recognition token-passing
Language:Python 831
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 797
samre12 / deep-trading-agent
Deep Reinforcement Learning based Trading Agent for Bitcoin
agent artificial-intelligence bitcoin deep-q-network deep-reinforcement-learning deep-sense recurrent-neural-networks trading
Language:Python 789
datalogue / keras-attention
Visualizing RNNs using the attention mechanism
attention-mechanism deep-learning deep-neural-networks machine-learning natural-language-processing recurrent-neural-networks translation
Language:Python 751
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 749
wagamamaz / tensorflow-tutorial
TensorFlow and Deep Learning Tutorials
recurrent-neural-networks convolutional-neural-networks deep-learning-tutorial tensorflow tensorlayer keras deep-reinforcement-learning tensorflow-tutorials deep-learning machine-learning notebook autoencoder multi-layer-perceptron reinforcement-learning tflearn neural-networks neural-network neural-machine-translation nlp cnn
732
ottokart / punctuator2
A bidirectional recurrent neural network model with attention mechanism for restoring missing punctuation in unsegmented text
attention demo punctuation recurrent-neural-networks theano
Language:Python 681
mbadry1 / Trending-Deep-Learning
Top 100 trending deep learning repositories sorted by the number of stars gained on a specific day.
deep-learning deep-neural-networks trending-repositories convolutional-neural-networks recurrent-neural-networks deep-reinforcement-learning stargazers-count artificial-neural-networks artificial-intelligence machine-learning
Language:Python 656
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 655
JordiCorbilla / stock-prediction-deep-neural-learning
Predicting stock prices using a TensorFlow LSTM (long short-term memory) neural network for times series forecasting
machine-learning deep-learning deep-neural-networks yfinance lstm-neural-networks lstm-model recurrent-neural-networks stock-prediction stock-prices market-data finance cryptocurrency crypto lstm stock time-series jupyter-notebook
Language:Jupyter Notebook 634
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 614
sotelo / parrot
RNN-based generative models for speech.
deep-learning recurrent-neural-networks speech-synthesis theano blocks
Language:Python 611
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 600

recurrent-neural-networks

BrainJS / brain.js

afshinea / stanford-cs-230-deep-learning

sjvasquez / handwriting-synthesis

bentrevett / pytorch-sentiment-analysis

amanchadha / coursera-deep-learning-specialization

NELSONZHAO / zhihu

guillaume-chevalier / LSTM-Human-Activity-Recognition

dragen1860 / Deep-Learning-with-PyTorch-Tutorials

easy-tensorflow / easy-tensorflow

Alro10 / deep-learning-time-series

sjchoi86 / Tensorflow-101

mravanelli / pytorch-kaldi

githubharald / SimpleHTR

asappresearch / sru

philipperemy / keras-tcn

kk7nc / Text_Classification

raminmh / liquid_time_constant_networks

mbadry1 / Top-Deep-Learning

hurshd0 / must-read-papers-for-ml

HendrikStrobelt / LSTMVis

offchan42 / machine-learning-curriculum

richliao / textClassifier

raminmh / CfC

githubharald / CTCDecoder

NeuromatchAcademy / course-content-dl

samre12 / deep-trading-agent

datalogue / keras-attention

pbashivan / EEGLearn

wagamamaz / tensorflow-tutorial

ottokart / punctuator2

mbadry1 / Trending-Deep-Learning

x4nth055 / emotion-recognition-using-speech

JordiCorbilla / stock-prediction-deep-neural-learning

NourozR / Stock-Price-Prediction-LSTM

sotelo / parrot

jostmey / rwa