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bnlstm

Batch normalized LSTM for tensorflow

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

divmbest

dsgc

Discriminative Structural Graph Classification

gconvrnn

Graph convolutional recurrent neural network

gt-nlp-class

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

keras

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

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, ..)

lstm-autoencoder

TensorFlow LSTM-autoencoder implementation

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

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 If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year).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.

tcn

Sequence modeling benchmarks and temporal convolutional networks

tensorflow-project-template

A best practice for tensorflow project template architecture.

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