Cameron Davidson-Pilon (@CamDavidsonPilon)
github

CamDavidsonPilon

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Top repositories

1

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
26,646
star
2

lifelines

Survival analysis in Python
Python
2,337
star
3

lifetimes

Lifetime value in Python
Python
1,446
star
4

tdigest

t-Digest data structure in Python. Useful for percentiles and quantiles, including distributed enviroments like PySpark
Python
379
star
5

PyProcess

Generate stochastic processes using Python. Unfortunately not maintained any longer =(
Python
113
star
6

StartupFiles

My IPython startup files.
Python
109
star
7

Python-Numerics

Numerical machines in Python
Python
95
star
8

lifestyles

Work-In-Progress: conjoint analysis in Python
Python
52
star
9

lifelike

WIP predicted survival functions
Python
37
star
10

Graphical-Lasso-in-Finance

Implementations of the graphical lasso method to estimation of covariance matrices in finance.
Python
37
star
11

Subwayjs

make an interactive subway map in javascript.
JavaScript
33
star
12

decision-weights

Homegrown analysis of Prospect Theory: Math, turkers and python =)
Python
33
star
13

PyconCanada2015

My scrapers, data and analysis for PyCon Canada 2015 Keynote
Python
26
star
14

PyDataNY_2019_tutorial

Repo for PyData 2019 Tutorial - New Trends in Estimation and Inference
Jupyter Notebook
26
star
15

demographica

Analyse US name distributions and create age profiles of your users
Python
18
star
16

autograd-gamma

NotImplementedError: VJP of gammainc wrt argnum 0 not defined
Python
15
star
17

PasswordAnalysis

This is a description of human-created passwords using markov models
Python
14
star
18

dog

a simple casual graph evaluator (for experiments)
Python
13
star
19

McData

Repo for data surrounding fast food nutrition and ingredients
Python
10
star
20

SMS_Terminal

Turn your Android into a SMS-based terminal line using Python!
Python
8
star
21

simpsons-paradox

use Python to detect Simpson's paradox
Python
7
star
22

The-Golden-Retrieber

A classification algorithm that classifies Justin Bieber in Twitter display pictures
7
star
23

lifelines-replications

Using lifelines to replicate published articles
Jupyter Notebook
6
star
24

compilers

HTML
5
star
25

python_packages_survey

Python
5
star
26

Playground

Some small scripts that I use
Python
3
star
27

pipp

recommendations after using pip, for PyCon Canada 2015
Python
3
star
28

spec_utils

Python
2
star
29

mIPython

Analyze your common IPython operations.
Python
2
star
30

tf-examples

my tf examples for now
Python
2
star
31

Twittxor

A web-based Twitter game!
Python
2
star
32

projecteuler-utils

utils for working on project euler (no solutions)
Python
2
star
33

heroes

heroes of the storm analysis
Jupyter Notebook
2
star
34

backwards_harmonic

Jupyter Notebook
1
star
35

yeast_counting

Python
1
star
36

coursera

coursera assignments
R
1
star
37

uoft-notes

Course notes for sessions of 2943 and 3030
1
star
38

permutations

Hacking on cycles and permutations
Jupyter Notebook
1
star
39

python-party

Automatically exported from code.google.com/p/python-party
Python
1
star
40

incubator

Python
1
star
41

ipd

simple example of zero-determinant iterated prisoner's dilemma
Python
1
star
42

set_loop

Python
1
star
43

ontario_demographica

Python
1
star
44

riddler-solutions

solution to fivethirtyeight's riddler problems
Python
1
star
45

eem_analysis

Python
1
star
46

demo-repo

This repo
Python
1
star