Topic: lstm

deepjazz

deepjazz

1592 0,2,2,1,2,0,4

Deep learning driven jazz generation using Keras & Theano!

word-rnn-tensorflow

word-rnn-tensorflow

344

Multi-layer Recurrent Neural Networks (LSTM, RNN) for word-level language models in Python using TensorFlow.

DeepLearningForNLPInPytorch

DeepLearningForNLPInPytorch

340

An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.

LSTM-Human-Activity-Recognition

LSTM-Human-Activity-Recognition

158 0,5

Human activity recognition using TensorFlow on smartphones dataset and an LSTM RNN. Classifying the type of movement amongst six categories (WALKING, WALKING_UPSTAIRS, WALKING_DOWNSTAIRS, SITTING, STANDING, LAYING).

tensorflow-lstm-regression

tensorflow-lstm-regression

156

Sequence prediction using recurrent neural networks(LSTM) with TensorFlow

Multilabel-timeseries-classification-with-LSTM

Multilabel-timeseries-classification-with-LSTM

120

Multi label time series classification with LSTM

RNNSharp

RNNSharp

74

RNNSharp is a toolkit of deep recurrent neural network which is widely used for many different kinds of tasks, such as sequence labeling. It's written by C# language and based on .NET framework 4.6 or above version. RNNSharp supports many different types

NTM-One-Shot-TF

NTM-One-Shot-TF

63

One Shot Learning using Memory-Augmented Neural Networks based on Neural Turing Machine architecture in Tensorflow

deep-learning-resources

deep-learning-resources

52

A Collection of resources I have found useful on my journey finding my way through the world of Deep Learning.

essence

essence

38

AutoDiff DAG constructor, built on numpy and Cython. A Neural Turing Machine and DeepQ agent run on it. Clean code for educational purpose.

VPilot

VPilot

31

Scripts and tools to easily communicate with DeepGTAV. In the future a self-driving agent will be implemented.

StockPricePrediction

StockPricePrediction

24

Stock Price Prediction using Machine Learning Techniques