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Hello, friends 👋

I'm Peter. Nice to meet ya.

📈 Data science + machine learning 📊

I largely help social sector organizations get their data into a shape where machine learning can be valuable. Much of this work ends up on drivendata.org, where you can join a competition to help these organizations, learn from interesting data, try new methods, and make friends that care about impact. Here are some cool recent ones:

Competitions are great, but not every problem is a good fit, so our team of data scientists and software engineers also works with organizations directly to analyze data, build data systems, setup pipelines, train machine learning models, and design and deploy solutions. Check out DrivenData Labs to learn more. There I write case studies, publish on our blog, and maintain our open source work.

✨ Open source 📦

You can find me working on open source projects that are tools for data scientists and engineers using Python. I particularly care about reproducible data science and machine learning and AI ethics.

See below for the projects I regularly contribute to!

Peter Bull's Projects

binder icon binder

System for deploying Jupyter notebooks from GitHub repos via Kubernetes

cookiecutter icon cookiecutter

A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects.

django-dajaxice icon django-dajaxice

Easy to use AJAX library for django. dajaxice mains goal is to trivialize the asynchronous communication within the django server side code and your js code. It's an "agnostic JS framework" approach and focus on decoupling the presentation logic.

duino icon duino

A collection of various arduino scripts.

git-fat icon git-fat

Simple way to handle fat files without committing them to git, supports synchronization using rsync

mcmc-rs icon mcmc-rs

A Rust library implementing various MCMC diagnostics and utilities, such as Gelman Rubin potential scale reduction factor (R hat), effective sample size, chain splitting, and others.

mkdocs icon mkdocs

Project documentation with Markdown.

pandas icon 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

pattern icon pattern

Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.

plotly.py icon plotly.py

An interactive, browser-based graphing library for Python :sparkles:

pumps icon pumps

An example cookiecutter data science project based on the data science is software talk using data on predicting water pumps.

pyemd icon pyemd

A Python wrapper for Pele and Werman's implementation of the Earth Mover's Distance metric

pylabel icon pylabel

Python library for computer vision labeling tasks. The core functionality is to translate bounding box annotations between different formats-for example, from coco to yolo.

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