Christopher Roach's repositories
oreilly-matplotlib-course
Jupyter notebooks from my O'Reilly Media course "Matplolib for Developers: Data Visualization and Analysis with Python"
statistics-for-hackers
A Jupyter notebook to accompany Jake VanderPlas's "Statistics for Hackers" talk from PyCon 2016.
django-simple-rest
A dead simple "framework" that lets you create RESTful APIs using only Django's class based views
Flask-Fixtures
A simple library for adding database fixtures for unit tests using nothing but JSON or YAML.
pydata_nyc_2017
All materials for my PyData NYC 2017 talk titled "R for Pythonistas"
trump_voter_fraud_analysis
A jupyter notebook/article that I put together examining the evidence for and against Trump's claims of voter fraud in the 2016 election.
jupyter_report_starter_kit
A starter kit for crafting reports based on Jupyter notebooks
cheap-and-scalable-websites-with-flask-scripts
Scripts and various documents for "Intro to Flask: Creating Your Own Static Blog Generator"
thematic-cartography
A short, friendly guide to basic principles of thematic mapping.
tidytuesday
Python versions of the #tidytuesday project
adv-r
Advanced R programming: a book
altair
Declarative statistical visualization library for Python
courses
fast.ai Courses
datapkgs-adult
The Census Income Data Set (aka, the Adult data set) from the UCI Machine Learning repository.
datapkgs-packages
An index of data packages available through the datapkgs library.
forecasting_for_everyday_problems
An article on the basics of regression analysis applied to college savings planning
ggplot
ggplot for python
jorts
A bundler extension for exporting notebooks to human readable PDFs
monotropism.app
A simple survey based on the Monotropism Questionnaire (https://osf.io/wpx5g/)
nature_of_code_in_scala
A repository of Processing sketches from Daniel Shiffman's "Nature of Code" written in Scala
natureofcode.py
Code for Daniel Shiffman's book The Nature of Code (http://natureofcode.com/) in Python using the p5.py library
pelican-ipynb
Pelican plugin for blogging with Jupyter/IPython Notebooks
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 ;)
r_tidytuesday
Official repo for the #tidytuesday project
rmd_reader
A copy of Wilson Freitas' new rmd_reader plugin that makes it possible to use it without installing all other plugins.
scikit-learn
scikit-learn: machine learning in Python
vscode-generator-code
visual studio code generator