Hans Olav Melberg's Projects
D3 Renderings of Matplotlib Graphics
Mapping of U.S. National Drug Codes (NDC) to Anatomical Therapeutic Chemical (ATC) Level 4 classes.
A simulation model trying to determine why mortality caused by overdoses increased at the same time that many more people were admitted to substitution treatment
Recipes for using Python's pandas library
Animated plotting extension for Pandas with Matplotlib
Enable temporal queries in a pandas dataframe: 'X before Y', 'X within 100 days of Y' , 'min 5 of X before 1st Y'
Find, analyze and visualize typical patterns of events from data in a Pandas dataframe (prescriptions, pharmaceuticals, hospital events).
Code, Notebooks and Examples from Practical Business Python
Package to make html pretty again
Pillbox for Developers data processing code
Health Registry Research with Python and Pandas
Web application for creating publication ready charts and graphs
An introduction to Bayesian methods + probabilistic programming in data analysis with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
Data and code behind select Soccermetrics projects
A repository of medical protocols to provide clinical decision support to diagnosis and treatment
learning python project
For your anvil app on your laptop. Run pytests and edit using autocomplete on your laptop.To allow testing locally, this repo mirrors anvil.work's database connection using pydal, uses mock classes for the browser UI.
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
Materials for the pandas tutorial at PyData Chicago 2016
PyData Silicon Valley 2014 Code + Presentation
pygooglechart is a complete Python wrapper for the Google Chart API.
Probabilistic Programming in Python. Uses Theano as a backend and includes the NUTS sampler.
HTML elements for pyodide, implemented as Python functions
Materials for teaching the Python FUNdamentals workshop at UC Berkeley's D-lab
QuickApp: Deploy Python apps and Dashboards with one one of code
Hospital readmission prediction using machine learning methods
R tools for processing and extracting clinical information from Electronic Medical Records Databases
Reinhart Rogoff replication files: Python stats with IPython notebook
This repository includes all the data analyses I carry out for my general exams reading, Spring 2015
Quantitative research and educational materials