Discover AllenDowney/ThinkStats3 Open Source project

Think DSP: Digital Signal Processing in Python, by Allen B. Downey.

3,899

ThinkDSP

LaTeX source and supporting code for Think Python, 2nd edition, by Allen Downey.

3,476

ThinkPython2

Code repository for Think Bayes.

2,378

ThinkBayes

Text and code for the forthcoming second edition of Think Bayes, by Allen Downey.

1,627

ThinkBayes2

Code examples and exercise solutions from Think Python by Allen Downey, published by O'Reilly Media.

1,617

ThinkPython

Text and supporting code for Modeling and Simulation in Python

930

ModSimPy

HTML

818

ThinkComplexity2

Book and code for Think Complexity, 2nd edition

Text and supporting code for Think OS: A Brief Introduction to Operating Systems, by Allen Downey.

728

ThinkOS

LaTeX source and supporting code for Think Data Structures: Algorithms and Information Retrieval in Java

526

ThinkDataStructures

Supporting code for Think Java by Allen Downey and Chris Mayfield.

510

ThinkJavaCode

Java

364

ElementsOfDataScience

An introduction to data science in Python, for people with no programming experience.

Code for a tutorial on Bayesian Statistics by Allen Downey.

358

BayesMadeSimple

LaTeX source and supporting code for The Little Book of Semaphores, by Allen Downey.

330

LittleBookOfSemaphores

Code for a workshop on statistical interference using computational methods in Python.

237

CompStats

Python library that represents empirical distribution functions.

215

empiricaldist

Data Structures and Information Retrieval in Python

152

DSIRP

An introduction to Bayesian statistics using Python and (coming soon) R.

128

BiteSizeBayes

Text and code for Think C++ by Allen Downey

126

ThinkCPP

Exercises for people learning the C programming language

111

ExercisesInC

103

ThinkComplexity

Code for Allen Downey's book Think Complexity, published by O'Reilly Media.

An introduction to working with astronomical data in Python.

AstronomicalData

Code for Swampy, a set of modules used in Think Python, first edition

Swampy

Text and code for Physical Modeling in MATLAB

PhysicalModelingInMatlab

Supplementary material for my book, Probably Overthinking It.

ProbablyOverthinkingIt

LaTeX source for the Italian Translation of Think Python.

ThinkPythonItalian

Supporting code for a video series on best practices for exploratory data analysis.

DataExploration

Repository for a workshop on Bayesian Decision Analysis

BayesianDecisionAnalysis

Repository for an online class on Exploratory Data Analysis in Python

ExploratoryDataAnalysis

LaTeX source for Think Java, 1st edition, by Allen Downey and Chris Mayfield.

ThinkJava

Explorations of survival analysis in Python

SurvivalAnalysisPython

Materials for a workshop on developing undergraduate classes on Bayesian statistics.

BayesForUndergrads

DataScience

Site for a Data Science class taught by Allen Downey

HTML

ComplexityScience

Repository for a workshop on Complexity Science

ThinkX

Bayesian statistics seminars

BayesSeminar

Workshop on Bayesian inference using PyMC

BayesianInferencePyMC

Repository for the manuscript of Elements of Data Science

ElementsOfDataScienceBook

Notebooks and data for a case study on political alignment, outlook, and beliefs

PoliticalAlignmentCaseStudy

Automatically exported from code.google.com/p/thinkjavasolutions

thinkjavasolutions5

Java

blair-walden-project

The Blair Walden Project: in 1845 Henry David Thoreau went to live in the woods... a year later his journal was found.

Portfolio

Portfolio of Allen Downey at Olin College

HTML

ThinkPythonSolutions

Automatically exported from code.google.com/p/thinkpythonsolutions

Data Q&A: Questions and answers about data and statistics

DataQnA

New repo for projects related to my blog, Probably Overthinking It.

ProbablyOverthinkingIt2

Repository for a project using NSFG data to explore marriage patterns in the US.

MarriageNSFG

Stata

clink

A network measurement tool, described at http://allendowney.com/research/clink/

RecidivismCaseStudy

Case study on evaluating statistical tools that predict recidivism.

Modeling and Simulation in Python and MATLAB/Octave

ModSim

Notebooks for the third edition of Think Stats

ThinkStats

Code and examples for an experimental class on signals, systems, and dynamics

SignalsAndSystemsAndDynamics

MATLAB

GssReligion

Code and data for measuring and predicting religious affiliation using GSS data.

Data and analysis related to generational changes in attitudes toward gun control

GunControlGenerational

Text and supporting code for Think Perl 6 by Laurent Rosenfeld with Allen Downey

ThinkPerl6

Text and supporting code for Modeling and Simulation.

ModSimMatlab

Makefile

JavaOOP

Supporting code for the OOP in Java independent study

Java

DSIRPSolutions

Solutions to the exercises in Data Structures and Information Retrieval in Python (DSIRP)

Repo for software related to Software Systems at Olin College.

SoftwareSystems

ThinkBayes2Translations

Translations of Think Bayes.

Branch of plastex that generates DocBook 4.5 that meets O'Reilly style guidelines.

plastex-oreilly

Template for converting Jupyter notebooks to an asciidoc book.

JupyterAsciidocTemplate

Data and code for an analysis of Internet use and religious affiliation using data from the GSS.

internet-religion

Atmospheric chemistry data and analysis

AtmoChem

TheShakes

Automatically exported from code.google.com/p/complexity

complexity

Examples using Python's Counter collection to implement a probability mass function (PMF)

PythonCounterPmf

Data and analysis for "Are first babies more likely to be late?"

FirstLateNSFG

PythonFun

Text and supporting code for Think DS: Data Structures in Java, by Allen Downey.

ThinkJavaSequel

matlabsolutions

Automatically exported from code.google.com/p/matlabsolutions

MATLAB

ThinkOCaml

Automatically exported from code.google.com/p/thinkocaml

A repo for iPython notebooks.

Notebooks

ISSPRegression

Exploration of the data from the Crowdsourced Replication Initiative

Makefile

thinkjava5

Automatically exported from code.google.com/p/thinkapjava

DocBook renderer plugin templates and classes for the plasTeX engine

plastex-docbook

GssExtract

Directories and unit tests for exercises in Software Design at Olin College.

SoftwareDesign

Code and data for an article on length-biased sampling and the inspection paradox

InspectionParadox

Code for Python workshops from Olin College

OlinPyShop

TeamAllocation

Code for making team allocations under constraints.

Code for Quantitative Engineering Analysis (QEA) class at Olin College

QEACode

thinkpythonchinese

Automatically exported from code.google.com/p/thinkpythonchinese

Data and code from a series of papers about long-tailed distributions in the Internet.

simulating

LongTailedDistributions

AfroBarometer

Automatically exported from code.google.com/p/python-in-hydrology

python-in-hydrology

a-bad-synthesizer

Arduino-based analog-digital synthesizer

2019-08-27-needham

Exploration of changes in views related to feminism

GssFeminism