William Li's starred repositories
pogo-tweets
This was the final project for a data science MOOC I did.
movie-predictions
This was a mini-project for a Python for Data Science MOOC I did
Automatic_Speech_Recognition
End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
doreadthecomments
An answer to Don't Read The Comments
sklearn-pandas
Pandas integration with sklearn
scikit-learn
scikit-learn: machine learning in Python
retrofitting
Retrofitting Word Vectors to Semantic Lexicons
lda-gibbs-em
Latent Dirichlet Allocation with Gibbs sampling
python-regex-cheatsheet
Python 2.7 Regular Expression cheatsheet, as a restructured text document and Makefile to convert it to PDF
us-code-complexity
U.S. Code Complexity
hackathon.guide
A logistics guide to running a successful hackathon.
decode-lite
A minimal, modern theme, designed to be mobile first and fully responsive. Decode features the ability to change all the colors in the theme and an elegant sidebar conveniently accessed by tapping on the menu icon. The sidebar can fit all of your widgets and its position can be customized. You can also choose to keep the sidebar always visible on larger screens for a smooth two-column experience. You can even disable the sidebar and comment links if you choose. Decode supports link posts, where the title can be hyperlinked. Decode includes custom social icons in the header that you can easily link to your choice of 55 different social profiles from Twitter and Instagram, to Pinterest and LinkedIn, you will be sure to find support for the network you want alongside a bevy of customizations to make your site unique. Decode has been translated into Chinese, Dutch, French, German, Polish, Russian, and Spanish.
python-ftfy
Fixes mojibake and other glitches in Unicode text, after the fact.
SmartClicker
Auto click software for Windows for use with HeadMouse systems
gdoc-downloader
Downloads Google Docs as text files, which enables workflows such as simultaneous LaTeX editing