KG's starred repositories
machine_learning_basics
Plain python implementations of basic machine learning algorithms
scikit-learn-tips
:robot::zap: 50 scikit-learn tips
Pandas-Bokeh
Bokeh Plotting Backend for Pandas and GeoPandas
Pandas-Cookbook
Pandas Cookbook, published by Packt
cpdf-binaries
PDF Command Line Tools binaries for Linux, Mac, Windows
Practical-Time-Series-Analysis
Practical Time-Series Analysis, published by Packt
TimeSeriesAnalysiswithPython
Time Series Analysis with Python
fight-churn
Code from the book Fighting Churn With Data
Data-Wrangling-with-Python
Simplify your ETL processes with these hands-on data sanitation tips, tricks, and best practices
police-eis
DSaPP police early intervention system: using machine learning to predict adverse incidents
Own_R_Viz_Projects
Code to some visualizations of data that I found interesting and posted on twitter (@toeb18)
acs-aggregate
Tools to help aggregate American Community Survey data to non-Census geographies
machine_learning_techniques
In which I implement some applications of machine learning techniques.
classification
Classification
example-dockerfile
A Binder-compatibible repo with a Dockerfile
food-desert-prediction
Capstone Project: Pulled tweets from Twitter API to incorporate sentiment and population health into a predictive model of food deserts with an AUC of 0.88 and accuracy of 0.89. Built an interactive Flask web app hosted on AWS using Carto to map health trends across the U.S.
Analyticus_Project
Twitter to Health and Human Resources Influenza Correlation
pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
Data-Validation
Repository for Data Validation
mapping-USA-cities
Mapping the 500 largest cities in the Contiguous United States (CONUS) using Python's Basemap toolkit