aflaxman Goto Github PK
Name: Abraham Flaxman
Type: User
Company: @ihmeuw (Institute for Health Metrics and Evaluation, University of Washington)
Location: Seattle, WA
Blog: healthyalgorithms.com
Name: Abraham Flaxman
Type: User
Company: @ihmeuw (Institute for Health Metrics and Evaluation, University of Washington)
Location: Seattle, WA
Blog: healthyalgorithms.com
An exploration of some alternative approaches to microsimulation
MILK: Machine Learning Toolkit
Experimenting with d3 renderings for matplotlib plots
A general scraper/exporter for matplotlib plots
Code that implements the novel outlier detection algorithms from my Ph.D. dissertation.
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
Parent-child data science project: kaleidoscopes in python
Replication Archive for the paper "Performance of InSilicoVA for assigning causes of death to verbal autopsies: multisite validation study using clinical diagnostic gold standards"
Simulation study of re-identification risk in ppmf_20210428_eps12-2_P
Graph-theoretic approach to the Github Contest
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 ;)
Model to make cause fractions sum to one
Replication of Cook et al Validation of Software for Bayesian Models paper
Example PyMC Project - Replication of the TFR-HDI controversy
PyMC Example Notebooks
Jigsaw Puzzles from Gaussian Processes
Demonstration of how different step methods mix in PyMC
Example Multilevel Model in PyMC
Bounded Depth Spanning Tree MCMC Sampler
Skeleton for a Bayesian data analysis with PyMC
PyMC models of spatio-temporal health data
Sprinkler model - Example Bayesian Network in Python/PyMC
PyMC version 3
Compute Bayes Factor for PyMC model selection
pymc version of Gelman's radon dataset (http://www.stat.columbia.edu/~gelman/arm/examples/radon)
PyMC replication of the global temperature proxy reconstruction
Raytracer for generating Google Cardboard VR in Python
Introduction to Python for non-programmers using gapminder data
Software Carpentry introduction to Python for novices using inflammation data.
Materials & Website for the 2015 eScience Python seminar
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.