ml-ai-nlp-ir Goto Github PK

subword-nmt

Unsupervised Word Segmentation for Neural Machine Translation and Text Generation

sugartensor

A slim tensorflow wrapper that provides syntactic sugar for tensor variables. This library will be helpful for practical deep learning researchers not beginners.

summerschool2015

Slides and exercises for the Deep Learning Summer School 2015 programming tutorials

summerschool2016

Montréal Deep Learning Summer School 2016 material

t-sne-java

Pure Java implementation of Van Der Maten and Hinton's t-sne clustering algorithm

tagger

Named Entity Recognition Tool

td-treelstm

Top-down Tree LSTM http://arxiv.org/abs/1511.00060

tensor2tensor

A library for generalized sequence to sequence models

tensorbox

tensorbuilder

TensorBuilder is light-weight extensible library that enables you to easily create complex deep neural networks using functions from any Tensor-based library through a functional fluent immutable API based on the Builder Pattern.

tensorflow

Open source software library for numerical computation using data flow graphs.

tensorflow-101

TensorFlow Tutorials

tensorflow-book

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

tensorflow-deepq

A deep Q learning demonstration using Google Tensorflow

tensorflow-examples

TensorFlow tutorials and code examples for beginners

tensorflow-generative-model-collections

Collection of generative models in Tensorflow

tensorflow-in-a-nutshell

The repo for the fast and easy guide to the most popular deep learning framework in the world.

tensorflow-resnet

ResNet model in TensorFlow

tensorflow-seq2seq-tutorials

Dynamic seq2seq in TensorFlow, step by step

tensorflow-socher-ntn

Reimplementation of "Reasoning With Neural Tensor Networks for Knowledge Base Completion" (Socher, Chen 2013) in Google's TensorFlow framework. MIT 6.806 Final Project.

tensorflow-speech-recognition

Speech recognition using google's tensorflow deep learning framework, sequence-to-sequence neural networks

tensorflow-tutorial

Tensorflow tutorial of building different dynamic recurrent neural network

tensorflow-tutorials

Simple tutorials using Google's TensorFlow Framework

tensorflow-tutorials-1

TensorFlow Tutorials with YouTube Videos

tensorflow-tutorials-for-time-series

TensorFlow Tutorial for Time Series Prediction

tensorflow-value-iteration-networks

TensorFlow implementation of the Value Iteration Networks (NIPS '16) paper

tensorflow-wavenet

A TensorFlow implementation of DeepMind's WaveNet paper

tensorflow-worklab

This set of files is an example of how to use Tensorflow for importing and retraining an existing model, such as ResNet. The goal of this example is to separate all functionality on several classes, so it is easy to modify the parameters and run the models, while still having all code not too deep inside.

tensorflowbook

tensorflowkr-2016-talk-debugging

Slides and supplementary codes for my talk 'Debugging Tips on Tensorflow' (2016)