recurrent-neural-networks

There are 23 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 12657
afshinea / stanford-cs-230-deep-learning
VIP cheatsheets for Stanford's CS 230 Deep Learning
cheatsheet deep-learning convolutional-neural-networks recurrent-neural-networks data-science
5398
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 3518
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 3381
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 3019
easy-tensorflow / easy-tensorflow
Simple and comprehensive tutorials in TensorFlow
deep-learning tensorflow reinforcement-learning machine-learning pattern-recognition object-detection python convolutional-neural-networks recurrent-neural-networks neural-network
Language:Python 2871
sjchoi86 / Tensorflow-101
TensorFlow Tutorials
convolutional-neural-networks recurrent-neural-networks tensorflow-tutorials
Language:Jupyter Notebook 2580
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 2192
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 2183
asappresearch / sru
Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)
deep-learning nlp pytorch recurrent-neural-networks
Language:Python 2049
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 1746
sjvasquez / handwriting-synthesis
Handwriting Synthesis with RNNs ✏️
handwriting-generation handwriting-synthesis recurrent-neural-networks tensorflow
Language:Python 1608
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 1568
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 1498
philipperemy / keras-tcn
Keras Temporal Convolutional Network.
deep-learning keras machine-learning recurrent-neural-networks tcn
Language:Python 1494
githubharald / SimpleHTR
Handwritten Text Recognition (HTR) system implemented with TensorFlow.
deep-learning handwritten-text-recognition machine-learning ocr recurrent-neural-networks tensorflow
Language:Python 1443
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 1280
HendrikStrobelt / LSTMVis
Visualization Toolbox for Long Short Term Memory networks (LSTMs)
lstm neural-network visualization recurrent-neural-networks
Language:Jupyter Notebook 1103
richliao / textClassifier
Text classifier for Hierarchical Attention Networks for Document Classification
attention-mechanism convolutional-neural-networks hierarchical-attention-networks recurrent-neural-networks text-classification
Language:Python 1033
off99555 / 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
928
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
741
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 726
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 700
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 650
sotelo / parrot
RNN-based generative models for speech.
deep-learning recurrent-neural-networks speech-synthesis theano blocks
Language:Python 607
jostmey / rwa
Machine Learning on Sequential Data Using a Recurrent Weighted Average
recurrent-neural-networks sequential-data time-series research rwa-model recurrent-weighted-average deep-memory
Language:Python 599
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 588
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 583
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 567
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 560
monikkinom / ner-lstm
Named Entity Recognition using multilayered bidirectional LSTM
deep-neural-networks embeddings recurrent-neural-networks named-entity-recognition lstm natural-language-processing tensorflow
Language:Python 535
NeuromatchAcademy / course-content-dl
NMA deep learning course
continual-learning convolutional-neural-networks deep-learning recurrent-neural-networks reinforcement-learning-algorithms transformers
Language:Jupyter Notebook 535
HadoopIt / rnn-nlu
A TensorFlow implementation of Recurrent Neural Networks for Sequence Classification and Sequence Labeling
sequence-labeling sequence-classification recurrent-neural-networks tensorflow attention slot-filling intent-detection
Language:Python 478
githubharald / CTCWordBeamSearch
Connectionist Temporal Classification (CTC) decoder with dictionary and language model.
ctc decoder text-recognition speech-recognition handwritten-text-recognition recurrent-neural-networks language-model
Language:C++ 469
AnubhavGupta3377 / Text-Classification-Models-Pytorch
Implementation of State-of-the-art Text Classification Models in Pytorch
deep-learning nlp convolutional-neural-networks pytorch fasttext seq2seq rcnn attention transformer classification recurrent-neural-networks
Language:Python 464
crazydonkey200 / tensorflow-char-rnn
Char-RNN implemented using TensorFlow.
recurrent-neural-networks rnn rnn-tensorflow tensorflow
Language:Python 430

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