guoyuanxiong's repositories
awesome_lists
Awesome Lists for Tenure-Track Assistant Professors and PhD students. (助理教授/博士生生存指南)
DataScienceCourse-NYU
This holds iPython notebooks and lecture slides for the Intro to Data Science Master's course I teach at NYU.
dealing_with_data
Material that I use for a variety of classes and tutorials
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
foster_2021
The Public Repo for TECH-GB. 2336: Data Science for Business Analytics
guoyuanxiong.github.io
Personal Website
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
horovod
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
introduction-to-python
Notes for the "Introduction to Programming for Data Science" class
Meta-HAR
www2021 source and dataset
PersonalizedFL
Personalized federated learning codebase for research
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
Reinforcement-learning-with-tensorflow
Simple Reinforcement learning tutorials
smoothing
Provable adversarial robustness at ImageNet scale
Spring2017_ProfFosterProvost
Introduction to Data Science
SternPythonDataScience2018
Jupyter Notebooks for Data Science with Python 2018 at NYU Stern
textbook
The textbook Computational and Inferential Thinking: The Foundations of Data Science