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Author implementation of the paper "Representing Schema Structure with Graph Neural Networks for Text-to-SQL Parsing"
Repository for "Generating Sentences by Editing Prototypes"
The fastai deep learning library, plus lessons and tutorials
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
Simple examples to introduce PyTorch
A PyTorch implementation of the Transformer model in "Attention is All You Need".
Global-Locally Self-Attentive Dialogue State Tracker
Cool links & research papers related to Machine Learning applied to source code (MLonCode)
Pre-trained models and code and data to train and use models from "Pushing the Limits of Paraphrastic Sentence Embeddings with Millions of Machine Translations"
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
Oxford Deep NLP 2017 course
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media