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/lifestyles
Work-In-Progress: conjoint analysis in Python
CamDavidsonPilon/lifelike
WIP predicted survival functions
CamDavidsonPilon/PyconCanada2015
My scrapers, data and analysis for PyCon Canada 2015 Keynote
CamDavidsonPilon/PyDataNY_2019_tutorial
Repo for PyData 2019 Tutorial - New Trends in Estimation and Inference
CamDavidsonPilon/demographica
Analyse US name distributions and create age profiles of your users
CamDavidsonPilon/dog
a simple casual graph evaluator (for experiments)
CamDavidsonPilon/McData
Repo for data surrounding fast food nutrition and ingredients
CamDavidsonPilon/compilers
CamDavidsonPilon/python_packages_survey
CamDavidsonPilon/autograd
Efficiently computes derivatives of numpy code.
CamDavidsonPilon/pipp
recommendations after using pip, for PyCon Canada 2015
CamDavidsonPilon/heroes
heroes of the storm analysis
CamDavidsonPilon/nbviewer
Heroku app for nbconvert (rendering ipynb to static HTML)
CamDavidsonPilon/projecteuler-utils
utils for working on project euler (no solutions)
CamDavidsonPilon/tf-examples
my tf examples for now
CamDavidsonPilon/astropy
Repository for the Astropy core package
CamDavidsonPilon/Axelrod
A library to run Axelrod tournaments
CamDavidsonPilon/convoys
Implementation of statistical models to analyze time lagged conversions
CamDavidsonPilon/coursera
coursera assignments
CamDavidsonPilon/efron-tf
CamDavidsonPilon/hots-parser
A fast Heroes of the Storm replay parser written in Python
CamDavidsonPilon/ipd
simple example of zero-determinant iterated prisoner's dilemma
CamDavidsonPilon/jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
CamDavidsonPilon/matplotlib
matplotlib: plotting with Python
CamDavidsonPilon/riddler-solutions
solution to fivethirtyeight's riddler problems
CamDavidsonPilon/rpdb
Wrapper around pdb allowing remote debugging via netcat or telnet. This is especially useful in a Tomcat/Jython environment where little debugging tools are available.
CamDavidsonPilon/scipy
Scipy library main repository
CamDavidsonPilon/spark
Mirror of Apache Spark
CamDavidsonPilon/staged-recipes
A place to submit conda recipes before they become fully fledged conda-forge feedstocks
CamDavidsonPilon/zepid
Epidemiology analysis package