CamDavidsonPilon
CEO of Pioreactor. Former Director of Data Science @Shopify. Author of Bayesian Methods for Hackers and DataOrigami.
@PioreactorWaterloo, Canada
Pinned Repositories
lifelines
Survival analysis in Python
lifestyles
Work-In-Progress: conjoint analysis in Python
lifetimes
Lifetime value in Python
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 ;)
PyProcess
Generate stochastic processes using Python. Unfortunately not maintained any longer =(
Python-Numerics
Numerical machines in Python
StartupFiles
My IPython startup files.
tdigest
t-Digest data structure in Python. Useful for percentiles and quantiles, including distributed enviroments like PySpark
pioreactor
Hardware and software for accessible, extensible, and scalable bioreactors. Built on Raspberry Pi.
CamDavidsonPilon's Repositories
CamDavidsonPilon/PyProcess
Generate stochastic processes using Python. Unfortunately not maintained any longer =(
CamDavidsonPilon/StartupFiles
My IPython startup files.
CamDavidsonPilon/Python-Numerics
Numerical machines in Python
CamDavidsonPilon/Graphical-Lasso-in-Finance
Implementations of the graphical lasso method to estimation of covariance matrices in finance.
CamDavidsonPilon/decision-weights
Homegrown analysis of Prospect Theory: Math, turkers and python =)
CamDavidsonPilon/Subwayjs
make an interactive subway map in javascript.
CamDavidsonPilon/PasswordAnalysis
This is a description of human-created passwords using markov models
CamDavidsonPilon/SMS_Terminal
Turn your Android into a SMS-based terminal line using Python!
CamDavidsonPilon/simpsons-paradox
use Python to detect Simpson's paradox
CamDavidsonPilon/The-Golden-Retrieber
A classification algorithm that classifies Justin Bieber in Twitter display pictures
CamDavidsonPilon/PythonBooks
Directory of free Python ebooks
CamDavidsonPilon/Bayesian-data-analysis-with-PyMC2
Bayesian data analysis with PyMC(2)
CamDavidsonPilon/Playground
Some small scripts that I use
CamDavidsonPilon/mIPython
Analyze your common IPython operations.
CamDavidsonPilon/Twittxor
A web-based Twitter game!
CamDavidsonPilon/malort
JSON -> Relational DB Column Types
CamDavidsonPilon/numbers.js
Advanced Mathematics Library for Node.js and JavaScript
CamDavidsonPilon/paper-now
Create, edit and display a journal article, entirely in GitHub
CamDavidsonPilon/patsy
Describing statistical models in Python using symbolic formulas
CamDavidsonPilon/pymc
Bayesian inference in Python
CamDavidsonPilon/reddit-top-2.5-million
This is a dataset of the all-time top 1,000 posts, from the top 2,500 subreddits by subscribers, pulled from reddit between August 15–20, 2013.
CamDavidsonPilon/scikit-learn
scikit-learn: machine learning in Python
CamDavidsonPilon/bimodal-bilateral
Outcomes in Children with Bilateral Cochlear implants and Bimodal Hearing
CamDavidsonPilon/dotfiles
Various Config Files, Hacks and Utilities
CamDavidsonPilon/github3.py
Python library for interfacing with the GitHub APIv3
CamDavidsonPilon/python-party
Automatically exported from code.google.com/p/python-party
CamDavidsonPilon/redis-rest
A restfull API server to interactuate with Redis
CamDavidsonPilon/SimpleAintEasy
A compendium of the pitfalls and problems that arise when using standard statistical methods
CamDavidsonPilon/t-digest-fork
A new data structure for accurate on-line accumulation of rank-based statistics such as quantiles and trimmed means
CamDavidsonPilon/uoft-notes
Course notes for sessions of 2943 and 3030