Cameron Davidson-Pilon

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 ;)

lifelines. Survival analysis in Python

lifetimes. Lifetime value in Python

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

PyProcess. Generate stochastic processes using Python. Unfortunately not maintained any longer =(

StartupFiles. My IPython startup files.

Python-Numerics. Numerical machines in Python

lifestyles. Work-In-Progress: conjoint analysis in Python

lifelike. WIP predicted survival functions

Graphical-Lasso-in-Finance. Implementations of the graphical lasso method to estimation of covariance matrices in finance.

Subwayjs. make an interactive subway map in javascript.

decision-weights. Homegrown analysis of Prospect Theory: Math, turkers and python =)

PyDataNY_2019_tutorial. Repo for PyData 2019 Tutorial - New Trends in Estimation and Inference

PyconCanada2015. My scrapers, data and analysis for PyCon Canada 2015 Keynote

demographica. Analyse US name distributions and create age profiles of your users

autograd-gamma. NotImplementedError: VJP of gammainc wrt argnum 0 not defined

PasswordAnalysis. This is a description of human-created passwords using markov models

dog. a simple casual graph evaluator (for experiments)

McData. Repo for data surrounding fast food nutrition and ingredients

SMS_Terminal. Turn your Android into a SMS-based terminal line using Python!

The-Golden-Retrieber. A classification algorithm that classifies Justin Bieber in Twitter display pictures

simpsons-paradox. use Python to detect Simpson's paradox

lifelines-replications. Using lifelines to replicate published articles

PythonBooks. Directory of free Python ebooks

compilers. HTML

python_packages_survey. Python

Bayesian-data-analysis-with-PyMC2. Bayesian data analysis with PyMC(2)

autograd. Efficiently computes derivatives of numpy code.

Playground. Some small scripts that I use

pipp. recommendations after using pip, for PyCon Canada 2015

paper-now. Create, edit and display a journal article, entirely in GitHub

heroes. heroes of the storm analysis

Twittxor. A web-based Twitter game!

tf-examples. my tf examples for now

mIPython. Analyze your common IPython operations.

nbviewer. Heroku app for nbconvert (rendering ipynb to static HTML)

projecteuler-utils. utils for working on project euler (no solutions)

eem_analysis. Python

formulaic. A high-performance implementation of Wilkinson formulas for Python.

permutations. Hacking on cycles and permutations

zepid. Epidemiology analysis package

riddler-solutions. solution to fivethirtyeight's riddler problems

numbers.js. Advanced Mathematics Library for Node.js and JavaScript

convoys. Implementation of statistical models to analyze time lagged conversions

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.

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