Cameron Davidson-Pilon

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 ;)

Survival analysis in Python

Lifetime value in Python

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

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

My IPython startup files.

Numerical machines in Python

Work-In-Progress: conjoint analysis in Python

WIP predicted survival functions

Implementations of the graphical lasso method to estimation of covariance matrices in finance.

make an interactive subway map in javascript.

Homegrown analysis of Prospect Theory: Math, turkers and python =)

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

My scrapers, data and analysis for PyCon Canada 2015 Keynote

Analyse US name distributions and create age profiles of your users

NotImplementedError: VJP of gammainc wrt argnum 0 not defined

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

a simple casual graph evaluator (for experiments)

Repo for data surrounding fast food nutrition and ingredients

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

A classification algorithm that classifies Justin Bieber in Twitter display pictures

use Python to detect Simpson's paradox

Using lifelines to replicate published articles

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Directory of free Python ebooks

Efficiently computes derivatives of numpy code.

Bayesian data analysis with PyMC(2)

recommendations after using pip, for PyCon Canada 2015

Some small scripts that I use

Create, edit and display a journal article, entirely in GitHub

my tf examples for now

utils for working on project euler (no solutions)

heroes of the storm analysis

Analyze your common IPython operations.

Heroku app for nbconvert (rendering ipynb to static HTML)

A web-based Twitter game!

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

Hacking on cycles and permutations

A high-performance implementation of Wilkinson formulas for Python.

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Repository for the Astropy core package

Implementation of statistical models to analyze time lagged conversions

coursera assignments

solution to fivethirtyeight's riddler problems

Epidemiology analysis package

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

simple example of zero-determinant iterated prisoner's dilemma

JSON -> Relational DB Column Types

matplotlib: plotting with Python

Describing statistical models in Python using symbolic formulas

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.

Bayesian inference in Python

Advanced Mathematics Library for Node.js and JavaScript

scikit-learn: machine learning in Python

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A fast and friendly JSON/MessagePack library, with optional schema validation

Relay plugin for the Pioreactor.

add a browser frame to a local image

A conda-smithy repository for lifelines.

The Python programming language

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CamDavidsonPilon.github.io

OctoPrint is the snappy web interface for your 3D printer!

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Easy to maintain open source documentation websites.

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CircuitPython drivers for the ADS1x15 series of ADCs.

Lists of bioreactor-related useful information.

A simple interface to GPIO devices with Raspberry Pi

Drivers for AnyLeaf sensors

This repo

React components for faster and easier web development. Build your own design system, or start with Material Design.

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A place to submit conda recipes before they become fully fledged conda-forge feedstocks

Scipy library main repository

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A fast Heroes of the Storm replay parser written in Python

A library to run Axelrod tournaments

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.

Mirror of Apache Spark

A new data structure for accurate on-line accumulation of rank-based statistics such as quantiles and trimmed means

Automatically exported from code.google.com/p/python-party

Course notes for sessions of 2943 and 3030

Python library for interfacing with the GitHub APIv3

A compendium of the pitfalls and problems that arise when using standard statistical methods

Outcomes in Children with Bilateral Cochlear implants and Bimodal Hearing

A restfull API server to interactuate with Redis

Various Config Files, Hacks and Utilities

BAyesian Model-Building Interface (Bambi) in Python.