Andy Mason's repositories
awesome-public-datasets
An awesome list of high-quality open datasets in public domains (on-going).
Azure-TDSP-Utilities
Utilities and scripts developed as part of Microsoft's Team Data Science Process for productive data science
code-problems
Common code and interview problems solved in multiple languages
timing_analysis_codes
general timing analysis codes for XFAST and other uses
xfast_code
Repository for main XFAST code
xfast_database_codes
scripts to enable XFAST integration with PostgreSQL
dash-sample-apps
Apps hosted in the Dash Gallery
datacleaner
A Python tool that automatically cleans data sets and readies them for analysis.
discover-flask
Full Stack Web Development with Flask.
general_utilities
collection of general utility scripts for XFAST. Tests etc
hackermath
Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way
ipython_notebooks
Repository to store ipython notebooks
math-for-machinelearning
Exercises, code examples, and additional info material for Think Machine Learning Volume 1: Precalculus for Programmers
matplotlib-gallery
Examples of matplotlib codes and plots
pandas_exercises
Practice your pandas skills!
pattern_classification
A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks
pygwalker
PyGWalker: Turn your pandas dataframe into an interactive UI for visual analysis
python_reference
Useful functions, tutorials, and other Python-related things
scikit-learn-videos
IPython notebooks from the scikit-learn video series
scipy-2016-sklearn
Scikit-learn tutorial at SciPy2016