jiahuigeng

stanza

Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages

LASER

Language-Agnostic SEntence Representations

pytorch-widedeep

A flexible package for multimodal-deep-learning to combine tabular data with text and images using Wide and Deep models in Pytorch

lightfm

A Python implementation of LightFM, a hybrid recommendation algorithm.

deep-learning-roadmap

:satellite: All You Need to Know About Deep Learning - A kick-starter

torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

fastText

Library for fast text representation and classification.

wordvectors

Pre-trained word vectors of 30+ languages

examples

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

chinese2digits

最好的汉字数字(中文数字)-阿拉伯数字转换工具。包含"点二八"，"负百分之四十"等众多汉语表达方法。NLP，机器人工程必备！ The Best Tool of Chinese Number to Digits

generative-models

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

pytorch-examples

Simple examples to introduce PyTorch

multi-task-part-1-notebook

UnsupervisedMT

Phrase-Based & Neural Unsupervised Machine Translation

ml_algorithm

The naive implementation of some M.L. algorithms

SPM_toolkit

Neural network toolkit for sentence pair modeling.

tf-rnn

Practical Examples for RNNs in Tensorflow

Knowledge-Graph-Analysis-Programming-Exercises

Exercises for the Analysis of Knowledge Graphs

practical-pytorch

Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained

transformer

A Pytorch Implementation of "Attention is All You Need" and "Weighted Transformer Network for Machine Translation"

ML-Tutorial-Experiment

Coding the Machine Learning Tutorial for Learning to Learn

Tensorflow-Tutorial

Some interesting TensorFlow tutorials for beginners.

word2vec-theano

A simple implementation of Mikolov et al.'s (Google Inc.) word2vec in python using Theano.

winton-stock-market

My participation scripts in the Kaggle Winton Stock Market competition.

StockPredictionRNN

High Frequency Trading Price Prediction using LSTM Recursive Neural Networks

attention-is-all-you-need-pytorch

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

tensorflow_cookbook

Code for Tensorflow Machine Learning Cookbook

self-driving-car

The Udacity open source self-driving car project

tf-faster-rcnn

Tensorflow Faster RCNN for Object Detection

Attention

Attention based neural machine translation