youngjoo-epfl

gconvRNN

Graph convolutional recurrent neural network

LSTM-autoencoder

TensorFlow LSTM-autoencoder implementation

Convolutional-LSTM-in-Tensorflow

An implementation of convolutional lstms in tensorflow. The code is written in the same style as the basiclstmcell function in tensorflow

deep-rl-tensorflow

TensorFlow implementation of Deep Reinforcement Learning papers

DSGC

Discriminative Structural Graph Classification

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

state-of-the-art-result-for-machine-learning-problems

This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year). We will fix it immediately.

Tensorflow-Project-Template

A best practice for tensorflow project template architecture.

bnlstm

Batch normalized LSTM for tensorflow

divmbest

gt-nlp-class

Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"

keras-resources

Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library

keras_extensions

A collection of small extensions to Keras (RBM, momentum schedule, ..)

Recipes

Lasagne recipes: examples, IPython notebooks, ...

residualDnet

rnn_ctc

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

scala

The Scala programming language

TCN

Sequence modeling benchmarks and temporal convolutional networks

TensorFlow_Basics

Basic python codes for helping research with TensorFlow. Such as loadDataFile function, visualization fun etc..

TensorflowSentiment

Sentiment analysis in TensorFlow, and tutorials from TensorFlow page

tf_unet

Generic U-Net Tensorflow implementation for image segmentation

Thesis

All experiments in my thesis