An introduction to tools and practices for working with astronomical data
Dépôts
Dépôts de AllenDowney
An introduction to working with astronomical data in Python.
Material for a workshop called "Bayesian Decision Analysis with PyMC: Beyond A/B Testing"
Fertility projections based on NSFG and Census data
Code for a tutorial on Bayesian Statistics by Allen Downey.
Repository for a workshop on Bayesian Decision Analysis
Workshop on Bayesian inference using PyMC
Material for a workshop called "Add Bayes To Your Bag of Tricks"
An introduction to Bayesian statistics using Python and (coming soon) R.
Code for a workshop on statistical interference using computational methods in Python.
Repository for a workshop on Complexity Science
An agent based model of speakers and interruptions
Data Structures and Information Retrieval in Python
Solutions to the exercises in Data Structures and Information Retrieval in Python (DSIRP)
Data Q&A: Questions and answers about data and statistics
Site for a Data Science class taught by Allen Downey
An introduction to data science in Python, for people with no programming experience.