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13 search results found

Awesome Rnn ⭐ 5,856

Recurrent Neural Network - A curated list of resources dedicated to RNN

Deepjazz ⭐ 2,583

Deep learning driven jazz generation using Keras & Theano!

Rnn Tutorial Rnnlm ⭐ 874

Recurrent Neural Network Tutorial, Part 2 - Implementing a RNN in Python and Theano

RNN-based generative models for speech.

Punctuator2 ⭐ 532

A bidirectional recurrent neural network model with attention mechanism for restoring missing punctuation in unsegmented text

A lightweight C library for artificial neural networks

Rnn Tutorial Gru Lstm ⭐ 424

Language Model GRU with Python and Theano

Keras Text ⭐ 417

Text Classification Library in Keras

Theano Rnn ⭐ 374

Demonstration of recurrent neural network implemented with Theano

Returnn ⭐ 347

The RWTH extensible training framework for universal recurrent neural networks

Theano_lstm ⭐ 309

🔬 Nano size Theano LSTM module

Nips2015_vrnn ⭐ 245

Tree_rnn ⭐ 236

Theano implementation of Tree RNNs aka Recursive Neural Networks.

Rnn_ctc ⭐ 216

Recurrent Neural Network and Long Short Term Memory (LSTM) with Connectionist Temporal Classification implemented in Theano. Includes a Toy training example.

Groundhog ⭐ 197

Library for implementing RNNs with Theano

Theano Hf ⭐ 180

General purpose Hessian-free optimization in Theano

Rnn Benchmarks ⭐ 169

Benchmarks for several RNN variations with different deep-learning frameworks

Deepsequenceclassification ⭐ 78

Deep neural network based model for sequence to sequence classification

Pixel_rnn ⭐ 75

Working Theano implementation of Pixel RNN on MNIST.

Rnn_benchmarks ⭐ 73

RNN benchmarks of pytorch, tensorflow and theano

Rnn Theano ⭐ 69

RNN(LSTM, GRU) in Theano with mini-batch training; character-level language models in Theano

Char Rnn ⭐ 66

Recurrent Neural Networks(GRU) for character-level language models on Chinese, in Python/Theano

Learn handwriting using RNN

Music Rnn ⭐ 64

Machine Learning / Deep Learning with RNN(LSTM, JZS1) - Compose Music, Waltz / 머신 러닝, 딥 러닝, 딥런닝, 딥러닝, 딥 런닝, 작곡, 음악

Indrnn_theano_lasagne ⭐ 57

This code is to implement the IndRNN.

Improving Rnn Recommendation Model ⭐ 51

Applied weight tying technique to RNN based recommendation model. Implemented with Tensorflow and Keras.

Basic_nns_in_frameworks ⭐ 50

several basic neural networks[mlp, autoencoder, CNNs, recurrentNN, recursiveNN] implements under several NN frameworks[ tensorflow, pytorch, theano, keras]

Neuralmodels ⭐ 46

A library for neural networks. Built on Theano.

Chamanti_ocr ⭐ 45

Telugu OCR framework using RNN, CTC in Theano & Python3.

Theano Recurrence ⭐ 35

Recurrent Neural Networks (RNN, GRU, LSTM) and their Bidirectional versions (BiRNN, BiGRU, BiLSTM) for word & character level language modelling in Theano

Pydata Carolinas 2016 ⭐ 31

📊 My tutorial for PyData Carolinas 2016

Deep Recurrent Neural Networks

Theano Kaldi Rnn ⭐ 29

THEANO-KALDI-RNNs is a project implementing various Recurrent Neural Networks (RNNs) for RNN-HMM speech recognition. The Theano Code is coupled with the Kaldi decoder.

Theano Rnn ⭐ 29

Recurrent neural networks with theano.

Sequence Rnn Py ⭐ 27

Sequence analyzing using Recurrent Neural Networks (RNN) based on Keras

Bayesian_rnn ⭐ 25

The code for the ACL 2017 paper "Scalable Bayesian Learning of Recurrent Neural Networks for Language Modeling"

Platform for backtesting and live-trading intraday Stock/ETF/ELW using recurrent neural networks

Deepspeech Playground ⭐ 22

Baidu's DeepSpeech updated for better training

Cudnn_rnn_theano_benchmarks ⭐ 22

Rnn_video_object_detection ⭐ 21

Storn Keras ⭐ 19

This is a STORN (Stochastical Recurrent Neural Network) implementation for keras!

Clockworkrnn ⭐ 18

ClockworkRNN implementation using python and Theano

Theano Rnn ⭐ 17

🔍 Some RNN implementations in Theano

Pydeeplearn ⭐ 15

pydeeplearn is a simple deep learning library written from scratch entirely in Python (CNN / RNN)

Deep Learning Models ⭐ 15

Implementing from scratch: NN, RNN, LSTM, GRU and CNN using theano.

Sequence Translation ⭐ 14

RNN encoder/decoder model for sequence translation

Timeseries Rnn ⭐ 12

char-rnn for time series data

Neural Image Captioning ⭐ 12

Implementation of Neural Image Captioning model using Keras with Theano backend

Interactive Keras Captioning ⭐ 12

Interactive multimedia captioning with Keras

Machine_learning_and_having_it_deep_and_structured ⭐ 11

(Theano) Implementations about deep neural network, recurrent neural network, LSTM, and structured learining.

Variationalrnn ⭐ 10

A Recurrent Latent Variable Model for Sequential Data

Sentiment Analysis via RNN, RNTN. Based on Stanford's Sentiment Analysis page.

Deep Learning ⭐ 10

深度学习实战

Deeplearningresources ⭐ 9

Links to Text, Code and Demos for Deep Learning Meetups

Sentence Selectionn ⭐ 9

Keras sentence classification

Rnn2source ⭐ 9

Source code generation using deep recurrent neural networks

Ailearning ⭐ 7

AI => Python + MachineLearning + DeepLearning（PyTorch）

Miccai17 Rnn Theano ⭐ 7

Lasagne Char Rnn ⭐ 7

A implementation of char-rnn using Lasagne and Theano.

Deep Learning ⭐ 7

Some deep learning models and experiments built with Theano.

Rnn Rbm In Theano ⭐ 6

An implementation of RNN-RBM & GBRBM.

Tag Suggestion ⭐ 6

Implement CNN-GRU hierarchical model in Python/Theano for text tag suggestion

Returnn Benchmarks ⭐ 5

Benchmarks / comparisons to other RNN software

Population Diffusions ⭐ 5

Code and paper repository for the ICML paper "Learning population level diffusions with generative recurrent networks"

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1-13 of 13 search results

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