xiaotong's starred repositories
mit-deep-learning
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
jupyter-themes
Custom Jupyter Notebook Themes
machine-learning-yearning-cn
Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著
aima-python
Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
Python-for-Probability-Statistics-and-Machine-Learning
Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"
machine_learning_refined
Notes, examples, and Python demos for the 2nd edition of the textbook "Machine Learning Refined" (published by Cambridge University Press).
statistics-for-data-scientists
Code and data associated with the book "Statistics for Data Scientists: 50 Essential Concepts"
wechat_friends
微信好友信息分析并可视化以及自动回复微信消息
tensorflow
An Open Source Machine Learning Framework for Everyone
gradient-checkpointing
Make huge neural nets fit in memory
transferlearning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
data-science-from-scratch
code for Data Science From Scratch book
fashion-mnist
A MNIST-like fashion product database. Benchmark :point_down:
deeplearningbook-chinese
Deep Learning Book Chinese Translation
Deep-learning-with-cats
Deep learning with cats (^._.^)
coursera-dl
Script for downloading Coursera.org videos and naming them.
free-programming-books-zh_CN
:books: 免费的计算机编程类中文书籍，欢迎投稿