Guidance for quality assurance of code for civil service researchers and analysts.

Command line tool to generate anonymised demonstrator data

Nicer way to do parametrized tests

If you build software, keep a changelog.

Markdown Cheatsheet for Github Readme.md

Spark job to perform massive Point in Polygon (PiP) operations

Display the current git branch and summarised git stats in your bash or zsh prompt +*?<>

A range of topojson boundaries to use with our simple mapping template

State of the Art Natural Language Processing

A free collection of maps for every country in the world, available in 11 sizes or in SVG.

Play with very simple machine learning tasks.

Python code to generate political maps

Hex-based mapping

Get GEDCOM files from FamilySearch.org

Data ETL & Analysis on the dataset 'Baby Names from Social Security Card Applications - National Data'.

Deep Learning examples with Keras.

A Python interface for the Generic Mapping Tools.

Code used to construct the 2011 Output and Small Area Classification of the UK

Materials for my scikit-learn tutorial

Given a job title and job description, the algorithm assigns a standard occupational classification (SOC) code to the job.

The Generic Mapping Tools

What the f*ck Python? 😱

Python package for earth-observing satellite data processing

Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.

For extensive instructor led learning

Collection of less popular features and tricks for the Python programming language

⚡ Fast scatter density plots for Matplotlib ⚡

IPython magic command to profile and view your python code as a heat map.

Perceptions of Probability and Numbers