edwardcooper

piidetect

A package to build an end-to-end pipeline for detecting personally identifiable information from text.

data-sentry

A project to build a machine learning pipeline to detect personal identifiable information (PII)

automl

A R package to train hundreds of machine learning models in a few lines. The ultimate goal is to automatically train machine learning models without human expert.

lammps

Project to extract glass transition signal from atom position data.

wiki_recommend

A data challenge to recommend next Wikipedia articles to read.

ABtests

AB testing tutortial

credit_fraud

A project to compare credit card fraud prediction between auto-encoder and some boosting, bagging models

sherlock

A project to do exploratory analysis on the sherlock dataset for mobile security.

app_rank

A project to explore app rank data

chromonics

Numerical solution to the length distribution of chromonic liquid crystal

churn

Prediction of customer churn using classical machine learning and deep learning models.

datasets

Contains several datasets for tutorial purpose

email_marketing

Build a machine learning model to optimize email campaign

ml_algo

A project to implement simple ML algorithms

network

pandas_exercises

Practice your pandas skills!

price_ab_test

A data challenge to explore the effect after increasing the price of the software.

skpipe

A Python package to train hundreds of machine learning models in a few lines. The ultimate goal is to automatically train machine learning models without human expert.

wuhan-virus-paper

A repository to document the papers on the spread of Wuhan Coronavirus.