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An "annotated" version of the Transformer Paper in the form of a line-by-line implementation to build an English-to-Chinese translator.
This is my homework for translating Alexnet
PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, Wav2Lip, picture repair, image editing, photo2cartoon, image style transfer, GPEN, and so on.
A technical report on convolution arithmetic in the context of deep learning
Evaluation of the Sepsis-3 guidelines in MIMIC-III
MIMIC Code Repository: Code shared by the research community for the MIMIC family of databases
NLP超强入门指南，包括各任务sota模型汇总（文本分类、文本匹配、序列标注、文本生成、语言模型），以及代码、技巧
Topic question: Impact of gentrification on the socioeconomic environment in the New York metropolitan area
A customisable 3D platform for agent-based AI research
A tutorial & minimal example (8min on CPU) for Graph Convolutional Networks for Text Classification. AAAI 2019
周志华《机器学习》又称西瓜书是一本较为全面的书籍，书中详细介绍了机器学习领域不同类型的算法(例如：监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等)，记录了本人在学习过程中的理解思路与扩展知识点，希望对新人阅读西瓜书有所帮助！
Machine Learning project practice with code wrote in Python; Basic knowledge about various ML model; Solution for Kaggle project and Data Science take home challenge.
Open source aggregation pipeline for public COVID-19 data, including hospitalization/ICU/ventilator numbers for many countries.
TensorFlow code and pre-trained models for BERT
Source codes and example scripts for chromatin tracing projects in Zhuang lab
This repository contains the source code for the paper First Order Motion Model for Image Animation
PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）
My solution to the book <A collection of Data Science Take-home Challenges>
My solution to the book A Collection of Data Science Take-Home Challenges
A high-performance distributed training framework for Reinforcement Learning