SH's repositories
amazon-sagemaker-examples
Example notebooks that show how to apply machine learning and deep learning in Amazon SageMaker
bookdown-demo
A minimal book example using bookdown
Business-Analytics
Data Analytics, Statistics, Visualization (R / Python)
CtCI-6th-Edition-Python
Cracking the Coding Interview 6th Ed. Python Solutions
dlaicourse
Notebooks for learning deep learning
python-machine-learning-book
The "Python Machine Learning (1st edition)" book code repository and info resource
scikit-learn
scikit-learn: machine learning in Python
coding-interview-university
A complete computer science study plan to become a software engineer.
Deeplearning.ai
Materials from deeplearning.ai course on Coursera
h2o-tutorials
Tutorials and training material for the H2O Machine Learning Platform
HPMOR-LyX
Harry Potter and the Methods of Rationality LyX files
Leetcode-1
🎓Leetcode solutions in Python 📚
leetcodebook
leetcode 1~400知识点&题型总结&leetcode对应题表
LightGBM
A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.
machine-learning
:earth_americas: machine learning algorithms tutorials (mainly in Python3)
Machine-Learning-Tutorials
machine learning and deep learning tutorials, articles and other resources
mxnet-the-straight-dope
An interactive book on deep learning. Much easy, so MXNet. Wow.
neural-networks-and-deep-learning
This is my assignment on Andrew Ng's course “neural networks and deep learning”
paper-tips-and-tricks
Best practice and tips & tricks to write scientific papers in LaTeX, with figures generated in Python or Matlab.
programming
scripts for personal reference
Whole-Foods-Delivery-Slot
Automated script for Whole Foods and Amazon Fresh delivery slot
Zillow-Zestimate-Kaggle
Model to improve Zillow Zestimate for Kaggle competition.