Allen Downey's repositories
ThinkStats2
Text and supporting code for Think Stats, 2nd Edition
ThinkPython2
LaTeX source and supporting code for Think Python, 2nd edition, by Allen Downey.
ThinkBayes2
Text and code for the forthcoming second edition of Think Bayes, by Allen Downey.
ThinkPython
Jupyter notebooks and other resources for Think Python by Allen Downey, published by O'Reilly Media.
ThinkComplexity2
Book and code for Think Complexity, 2nd edition
ThinkDataStructures
LaTeX source and supporting code for Think Data Structures: Algorithms and Information Retrieval in Java
ElementsOfDataScience
An introduction to data science in Python, for people with no programming experience.
LittleBookOfSemaphores
LaTeX source and supporting code for The Little Book of Semaphores, by Allen Downey.
empiricaldist
Python library that represents empirical distribution functions.
ProbablyOverthinkingIt
Supplementary material for my book, Probably Overthinking It.
BiteSizeBayes
An introduction to Bayesian statistics using Python and (coming soon) R.
fluent-python-notebooks
Jupyter notebooks and example code for the book Fluent Python
BayesianDecisionAnalysis
Repository for a workshop on Bayesian Decision Analysis
SurvivalAnalysisPython
Explorations of survival analysis in Python
PoliticalAlignmentCaseStudy
Notebooks and data for a case study on political alignment, outlook, and beliefs
ElementsOfDataScienceBook
Repository for the manuscript of Elements of Data Science
MarriageNSFG
Repository for a project using NSFG data to explore marriage patterns in the US.
RecidivismCaseStudy
Case study on evaluating statistical tools that predict recidivism.
FirstLateNSFG
Data and analysis for "Are first babies more likely to be late?"
ISSPRegression
Exploration of the data from the Crowdsourced Replication Initiative
jupyturtle
Python Turtle graphics for Jupyter notebooks
scipy_proceedings
Tools used to generate the SciPy conference proceedings
MicroPyScript
MicroPyScript: A test harness for multiple runtimes in PyScript