Cameron Davidson-Pilon CamDavidsonPilon

Learning bio brb

Focusing on helping the world with sustainable food. Former Director of Data Science @Shopify. Author of Bayesian Methods for Hackers and DataOrigami.

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Focusing on helping the world with sustainable food. Former Director of Data Science @Shopify. Author of Bayesian Methods for Hackers and DataOrigami.

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Pinned

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 ;)

Jupyter Notebook 21.2k 6.7k
lifelines

Survival analysis in Python

Python 1.3k 364
tdigest

t-Digest data structure in Python. Useful for percentiles and quantiles, including distributed enviroments like PySpark

Python 245 39
lifetimes

Lifetime value in Python

Python 910 272
lifelike

WIP predicted survival functions

Python 25 3
lifestyles

Work-In-Progress: conjoint analysis in Python

Python 39 8

849 contributions in the last year

@ControlledMold

@conda-forge

@readthedocs

Activity overview

Contributed to CamDavidsonPilon/lifelines, ControlledMold/ControlledMold.github.io, conda-forge/lifelines-feedstock and 5 other repositories

Contribution activity

May 2020

Created a pull request in CamDavidsonPilon/lifelines that received 1 comment

May 14

v0.24.7

0.24.7 New features find_best_parametric_model can handle left and interval censoring. Also allows for more fitting options. AIC_ is a property on…

+1,372 −373 • 1 comment