Pinned Repositories
advanced_pymc3
A talk illustrating some of the Advanced features of PyMC3
Bayesian_Examples_PyMC3
A collection of notes and examples of Bayesian Modelling with some other statistical notes
Inside_AirBnb_Hacks
Using data from Inside Airbnb I hacked together some examples using NLP and Machine Learning
modernbayesianworkflow
An example of Modern Bayesian Workflow
Probabilistic_Programming_and_Rugby
This is the slides from my upcoming talk in Luxembourg. This will be the test for my PyData talk in Berlin and will influence any tutorials i give
probabilisticprogrammingprimer
pydataamsterdamkeynote
My files and stuff for the PyData Amsterdam keynote
PyDataLondonTutorial
PyDataLondonTutorial
pydataprobprog
ProbabilisticProgrammingPrimer for PyData London
TutorialPyMCRugby
My Tutorial for PyData London
springcoil's Repositories
springcoil/pydataprobprog
ProbabilisticProgrammingPrimer for PyData London
springcoil/pymc3
Probabilistic Programming in Python. Uses Theano as a backend and includes the NUTS sampler.
springcoil/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 ;)
springcoil/vagrant-try-luigi
A Vagrant powered environment to try Spotify's Luigi workflow engine with minimal effort.
springcoil/arviz
Exploratory analysis of Bayesian models with Python
springcoil/bearcart
Creating Rickshaw.js visualizations with Python Pandas
springcoil/bens-blog-code
code snippets from my blog
springcoil/build-a-flask-api
A tutorial for how to build an API using Flask
springcoil/chatbot-retrieval
Dual LSTM Encoder for Dialog Response Generation
springcoil/deep-learning-tutorial-pydata2016
Deep learning tutorial for PyData London 2016
springcoil/expo
An open-source platform for making universal native apps with React. Expo runs on Android, iOS, and the web.
springcoil/flask-boilerplate
flask-boilerplate
springcoil/Flask-Landing
simple landing page to collect prelaunch emails
springcoil/flask_heroku
An easy-to-use Flask template for Heroku.
springcoil/gatsby-starter-landing-page
springcoil/ipython
Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
springcoil/lifelines
Survival analysis in Python
springcoil/luigi
Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.
springcoil/nd4j
Fast, Scientific Computing for the JVM (NDArrays)
springcoil/new-coder
New Coder tutorials
springcoil/pandas
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
springcoil/pydata2014nyc
Materials for my pandas tutorial at PyData 2014, NYC
springcoil/python-flask-code
Code samples for the python-flask workshop.
springcoil/rickshaw
JavaScript toolkit for creating interactive real-time graphs
springcoil/scipy2015_tutorial
Computational Statistics II Tutorial at SciPy 2015
springcoil/StartupFiles
My ipython startup files.
springcoil/supervising-ui
Web UI for labelling dataset for supervised learning.
springcoil/VideoGameAPI
Based on a tutorial from Econchick this takes information from a video game website and plots a nice graph of changes of prices using Seaborn.
springcoil/vscode-react-native
VSCode extension for React Native - supports debugging and editor integration
springcoil/world_cup_learning
Just because I wanted to win a bet, some machine learning about the fifa world cup :)