Hi, My name is JianZheng Nie and I am currently an engineer of artificial intelligence at the PCL AI Lab. I earned my master degree from the Mathematics and Statistics, XiDian University. My major is Statistics, i really love it because it gave me a statistical thinking to see the world. I work on machine learning, deep learning and data maining. I’m especially interested in understanding the generalization and memorization in machine and human learning, as well as implications in related areas like privacy. I’m a big fan of GitHub, I have developed and Maintained a few open source projects, such as AutoTimm, AutoTabular, nlptoolkit, deepfold and deep-rl-toolkit. I also like cooking, watching movie, solving puzzles, reading,… However, I am good at none of them. In this cas, I am a dabbler in life, too.

About this site

This site is created with Hugo Academic. It’s a very good template to build personal blog site. The Markdown source files are hosted on Github. Particularly, this site will mainly serve as a personal academic homepage and will not carry too much content. I have created another blog site which is mainly used to take notes and write technical blogs.

Some links

• 统计之都
• Yihui Xie
• Chiyuan Zhang
• Lilian

My projects

Below is an incomplete list of git repository and projects I have worked on.

• Machine-Learning-Wiki: A collection of machine-learning notes.
• Deep Reinforcement Learning: Inclue most of deep reinforcement learning algorithms and examples to show how to use.
• AutoTimm: An auto image-classification toolbox based timm.
• AutoTabular: An automl toolbox for tabular data.
• nlptoolkit: A natural language processing toolbox.