xiangyuchang's repositories
xiangyuchang.github.io
Xiangyu Chang's Homepage
all-of-statistics
Self-study on Larry Wasserman's "All of Statistics"
100-nlp-papers
100 Must-Read NLP Papers
AwesomeResponsibleAI
A curated list of awesome academic research, books, code of ethics, data sets, institutes, newsletters, principles, podcasts, reports, tools and regulations related to Responsible AI and Human-Centered AI.
deep-reinforcement-learning-papers
A list of recent papers regarding deep reinforcement learning
keras
Deep Learning for humans
latex-book-template
A ready-to-edit LaTeX template for book-style compilations!
ml-resources
Personal and biased selection of ML resources.
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction