Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)

Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.

A curated list of awesome embedding models tutorials, projects and communities.

Notes for Data Science 350 Class

Keras Attention Layer (Luong and Bahdanau scores).

R wrapper for the Indeed API

A content-first, sliding sidebar theme for Jekyll.

Bayesian Neural Networks

Seoul administrative divisions in ESRI Shapefile, GeoJSON and TopoJSON formats.

South Korea administrative divisions in ESRI Shapefile, GeoJSON and TopoJSON formats.

Korean UD Treebank.

📖 A curated list of resources dedicated to Natural Language Processing (NLP)

A Keras model that addresses the Quora Question Pairs dyadic prediction task.

R Shiny apps

Minimal examples of data structures and algorithms in Python

Deep Learning and applications in Startups, CV, NLP

Using Mxnet!!!!

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

This package performs model-free reinforcement learning in R.

Little More Advanced TensorFlow Implementations

Tensorflow implementation of "BEGAN: Boundary Equilibrium Generative Adversarial Networks"

Code for replicating results in our EDM2016 paper

Natural Language Question Answering Engine

Kaggle competition : Code and Solutions

Awesome paper list with code about generative adversarial nets

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

Simple tutorials using Google's TensorFlow Framework

Build a Jekyll blog in minutes, without touching the command line.