croach
Staff Machine Learning Engineer @LinkedIn ✦ Author of "Matplotlib for Developers: Data Visualization and Analysis with Python" from O'Reilly Media.
LinkedInSF Bay Area
Pinned Repositories
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.
Node.js-Blog-Engine
This is the code repository for the ongoing series on web development with Node.js for the Nettuts+ website.
nodejs-step-by-step-code
The code for the Nettuts+ screencast series "Node.js: Step by Step"
oreilly-matplotlib-course
Jupyter notebooks from my O'Reilly Media course "Matplolib for Developers: Data Visualization and Analysis with Python"
pydata2013
The source code from my Network Science talk from PyData 2013
pydata_nyc_2017
All materials for my PyData NYC 2017 talk titled "R for Pythonistas"
statistics-for-hackers
A Jupyter notebook to accompany Jake VanderPlas's "Statistics for Hackers" talk from PyCon 2016.
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.
tutsplus-django
The source code for the Tuts+ series of courses on Django.
croach's Repositories
croach/oreilly-matplotlib-course
Jupyter notebooks from my O'Reilly Media course "Matplolib for Developers: Data Visualization and Analysis with Python"
croach/statistics-for-hackers
A Jupyter notebook to accompany Jake VanderPlas's "Statistics for Hackers" talk from PyCon 2016.
croach/django-simple-rest
A dead simple "framework" that lets you create RESTful APIs using only Django's class based views
croach/Flask-Fixtures
A simple library for adding database fixtures for unit tests using nothing but JSON or YAML.
croach/cdenv
A simple virtual environment manager for Bash and Zsh
croach/blog
The repository for my personal website (christopherroach.com)
croach/pydata_nyc_2017
All materials for my PyData NYC 2017 talk titled "R for Pythonistas"
croach/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.
croach/jupyter_report_starter_kit
A starter kit for crafting reports based on Jupyter notebooks
croach/cheap-and-scalable-websites-with-flask-scripts
Scripts and various documents for "Intro to Flask: Creating Your Own Static Blog Generator"
croach/p5.py
A python-based implementation of the Processing visualization language that runs in the browser
croach/thematic-cartography
A short, friendly guide to basic principles of thematic mapping.
croach/tidytuesday
Python versions of the #tidytuesday project
croach/adv-r
Advanced R programming: a book
croach/altair
Declarative statistical visualization library for Python
croach/courses
fast.ai Courses
croach/datapkgs-adult
The Census Income Data Set (aka, the Adult data set) from the UCI Machine Learning repository.
croach/datapkgs-packages
An index of data packages available through the datapkgs library.
croach/forecasting_for_everyday_problems
An article on the basics of regression analysis applied to college savings planning
croach/ggplot
ggplot for python
croach/jorts
A bundler extension for exporting notebooks to human readable PDFs
croach/monotropism.app
A simple survey based on the Monotropism Questionnaire (https://osf.io/wpx5g/)
croach/nature_of_code_in_scala
A repository of Processing sketches from Daniel Shiffman's "Nature of Code" written in Scala
croach/natureofcode.py
Code for Daniel Shiffman's book The Nature of Code (http://natureofcode.com/) in Python using the p5.py library
croach/pelican-ipynb
Pelican plugin for blogging with Jupyter/IPython Notebooks
croach/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 ;)
croach/r_tidytuesday
Official repo for the #tidytuesday project
croach/rmd_reader
A copy of Wilson Freitas' new rmd_reader plugin that makes it possible to use it without installing all other plugins.
croach/scikit-learn
scikit-learn: machine learning in Python
croach/vscode-generator-code
visual studio code generator