Crawford Collins's repositories
Skopt-hyperparameter-tutorial
Housing a tutorial for Bayesian Optimization using scikit-optimize Gaussian processes, gradient boosting.
AB-Demo
Simple front-end A/B experiment
ann_presentation
Presentation on Approximate Nearest Neighbors
dask-tutorial
Dask tutorial
DS-Unit-1-Sprint-4-Statistical-Tests-and-Experiments
Notebooks, assignments, and sprint challenge for Data Science Unit 1 Sprint 4
DS-Unit-3-Sprint-1-Software-Engineering
Software Engineering and Reproducible Research for Data Science
DS-Unit-3-Sprint-2-SQL-and-Databases
SQL and Databases for Data Science
DS-Unit-3-Sprint-4-Productization-and-Cloud
Building a real deployed full-stack application, backed by Data Science
lambdata
Data Science Utilities
lambdata-1
python package with helper funcs for data science
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 ;)
tweetoff
comparing two twitter accounts.
TwitOff
A fun web application for comparing and predicting Tweets