Hai-Yuan Cao's repositories
DataScience120
Programming for DataScience 120
100-pandas-puzzles
Sharpen your skills with 100 short data problems, ranging from very easy to super tricky (43% complete)
aima-python
Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
bandits
Python library for Multi-Armed Bandits
book-exercises
Exercise solutions for programming books.
Gibberish-Detector
A small program to detect gibberish using a Markov Chain
imbalanced-learn
Python module to perform under sampling and over sampling with various techniques.
Machine-Learning-Toolbox
Self-Made Machine Learning Toolbox by Haiyuan Cao
mrjob
Run MapReduce jobs on Hadoop or Amazon Web Services
numpy-100
100 numpy exercises (100% complete)
numpy-ml
Machine learning, in numpy
personal-project
Collection of interesting stuff write by myself
python-guide
Python best practices guidebook, written for Humans.
python-template
Netherlands eScience Center Python Template
raincoatrun.github.io
A web application to build your blog on GitHub
reinforcement-learning
Minimal and Clean Reinforcement Learning Examples
ResumeParser
A script to parse PDF resumes, extract contact information, and check for required terms
scikit-rvm
Relevance Vector Machine implementation using the scikit-learn API.
sonnet
TensorFlow-based neural network library
the-coding-interview
Programming exercises, code katas and puzzles for your job interview training or just for fun
vowpal_wabbit
Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.
weightnorm
Example code for Weight Normalization, from "Weight Normalization: A Simple Reparameterization to Accelerate Training of Deep Neural Networks"
xnat_import
Collection of python scripts to import public imaging datasets into XNAT