afcarl Goto Github PK

rnn-benchmarks

Benchmarks for several RNN variations with different deep-learning frameworks

rnn-cells.torch

rnn-data-gen

Generating data using RNNs and LSTM to balance training dataset

rnn-em

Recurrent Neural Networks with External Memory

rnn-for-joint-nlu

Pytorch implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.org/abs/1609.01454)

rnn-handwriting-generation

Handwriting generation by RNN with TensorFlow, based on "Generating Sequences With Recurrent Neural Networks" by Alex Graves

rnn-lang-model

Train a deep recurrent neural network LSTM character-level language model using Keras

rnn-lm

Standard Recurrent Language Model

rnn-market-prediction

Recurrent neural network for short-term market price prediction using TensorFlow

rnn-playground

rnn-rbm

RNN + RBM

rnn-speech

Character level speech recognizer using ctc loss with deep rnns in TensorFlow.

rnn-tutorial

RNN Tutorial for Artists

rnn-tutorial-gru-lstm

Language Model GRU with Python and Theano

rnn-tutorial-rnnlm

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

rnn-vae

Variational Autoencoder with Recurrent Neural Network based on Google DeepMind's "DRAW: A Recurrent Neural Network For Image Generation"

rnn.playground

rnn.wgan

Code for training and evaluation of the model from "Language Generation with Recurrent Generative Adversarial Networks without Pre-training"

rnn_basketball

LSTM + MDN for basketball trajectories

rnn_benchmarks

rnn_experiments

General experiments on Vanilla RNN and LSTM in Theano.

rnn_fisher_vector

rnn_fisher_vector_pos

rnn_fv

rnn_lstm_stock_model

Using recurrent neural networks with LSTM cells to predict stock prices. Takes into account twitter trends.

rnnexp

rnnlg

RNNLG is an open source benchmark toolkit for Natural Language Generation (NLG) in spoken dialogue system application domains. It is released by Tsung-Hsien (Shawn) Wen from Cambridge Dialogue Systems Group under Apache License 2.0.

rnnlm

A baseline sequence-based LM

rnnlm--intellabs

Recurrent Neural Network Language Modeling (RNNLM) Toolkit

rnnlm_chainer

A Speedy RNN Language Model by Chainer