Youfeng's repositories
course-v3
The 3rd edition of course.fast.ai
course22
The fast.ai course notebooks
cracking-the-data-science-interview
A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep
d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.
dotfiles
:wrench: .files, including ~/.macos — sensible hacker defaults for macOS
fastbook
The fastai book, published as Jupyter Notebooks
Hands-On-Gradient-Boosting-with-XGBoost-and-Scikit-learn
Hands-On Gradient Boosting with XGBoost and Scikit-learn Published by Packt
handson-ml3
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.
machine-learning-book
Code Repository for Machine Learning with PyTorch and Scikit-Learn
nbdev
Create delightful software with Jupyter Notebooks
nlp-with-huggingface
This is my notebook of learning natural language processing with Hugging Face
paperspace-setup
Setup a paperspace instance for fastai
pyprobml
Python code for "Probabilistic Machine learning" book by Kevin Murphy
python-cookbook
Code samples from the "Python Cookbook, 3rd Edition", published by O'Reilly & Associates, May, 2013.
scipy_con_2019
Tutorial Sessions for SciPy Con 2019