nicoledjy

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

rnn-encoder-decoder

PyTorch implementation of recurrent neural network encoder-decoder architecture model for statistical machine translation, as detailed in this paper: https://arxiv.org/pdf/1406.1078.pdf

practical-pytorch

Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained

pytorch-seq2seq

An open source framework for seq2seq models in PyTorch.

teaching_materials

nmt

TensorFlow Neural Machine Translation Tutorial

tensorflow

An Open Source Machine Learning Framework for Everyone

DS-GA-1011-Fall2017

DS-GA-1011 Natural Language Processing with Representation Learning

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

coqa-baselines

The baselines used in the CoQA paper

DrQA

Reading Wikipedia to Answer Open-Domain Questions

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

PyTorch-Tutorial

Build your neural network easy and fast, 莫烦Python中文教学

transformer

LightGBM

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

BayesianOptimization

A Python implementation of global optimization with gaussian processes.

QuantitativePrimer

An Interview Primer for Quantitative Finance

interviews

Everything you need to know to get the job.

NLP_DL_Lecture_Note