Allen Downey (@AllenDowney)

Top repositories

1

ThinkStats2

Text and supporting code for Think Stats, 2nd Edition
Jupyter Notebook
3,899
star
2

ThinkDSP

Think DSP: Digital Signal Processing in Python, by Allen B. Downey.
Jupyter Notebook
3,476
star
3

ThinkPython2

LaTeX source and supporting code for Think Python, 2nd edition, by Allen Downey.
TeX
2,378
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4

ThinkBayes

Code repository for Think Bayes.
TeX
1,627
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5

ThinkBayes2

Text and code for the forthcoming second edition of Think Bayes, by Allen Downey.
Jupyter Notebook
1,617
star
6

ThinkPython

Code examples and exercise solutions from Think Python by Allen Downey, published by O'Reilly Media.
PostScript
930
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7

ModSimPy

Text and supporting code for Modeling and Simulation in Python
HTML
818
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8

ThinkComplexity2

Book and code for Think Complexity, 2nd edition
Jupyter Notebook
728
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9

ThinkOS

Text and supporting code for Think OS: A Brief Introduction to Operating Systems, by Allen Downey.
TeX
526
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10

ThinkDataStructures

LaTeX source and supporting code for Think Data Structures: Algorithms and Information Retrieval in Java
TeX
510
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11

ThinkJavaCode

Supporting code for Think Java by Allen Downey and Chris Mayfield.
Java
364
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12

ElementsOfDataScience

An introduction to data science in Python, for people with no programming experience.
Jupyter Notebook
358
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13

BayesMadeSimple

Code for a tutorial on Bayesian Statistics by Allen Downey.
Jupyter Notebook
330
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14

LittleBookOfSemaphores

LaTeX source and supporting code for The Little Book of Semaphores, by Allen Downey.
TeX
237
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15

CompStats

Code for a workshop on statistical interference using computational methods in Python.
Jupyter Notebook
215
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16

empiricaldist

Python library that represents empirical distribution functions.
Jupyter Notebook
152
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17

DSIRP

Data Structures and Information Retrieval in Python
Jupyter Notebook
128
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18

BiteSizeBayes

An introduction to Bayesian statistics using Python and (coming soon) R.
Jupyter Notebook
126
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19

ThinkCPP

Text and code for Think C++ by Allen Downey
PostScript
111
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20

ExercisesInC

Exercises for people learning the C programming language
C
103
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21

ThinkComplexity

Code for Allen Downey's book Think Complexity, published by O'Reilly Media.
PostScript
96
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22

AstronomicalData

An introduction to working with astronomical data in Python.
Jupyter Notebook
87
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23

Swampy

Code for Swampy, a set of modules used in Think Python, first edition
Python
85
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24

PhysicalModelingInMatlab

Text and code for Physical Modeling in MATLAB
TeX
83
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25

ProbablyOverthinkingIt

Supplementary material for my book, Probably Overthinking It.
Jupyter Notebook
82
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26

ThinkPythonItalian

LaTeX source for the Italian Translation of Think Python.
TeX
81
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27

DataExploration

Supporting code for a video series on best practices for exploratory data analysis.
Python
71
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28

BayesianDecisionAnalysis

Repository for a workshop on Bayesian Decision Analysis
Jupyter Notebook
64
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29

ExploratoryDataAnalysis

Repository for an online class on Exploratory Data Analysis in Python
Jupyter Notebook
63
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30

ThinkJava

LaTeX source for Think Java, 1st edition, by Allen Downey and Chris Mayfield.
TeX
57
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31

SurvivalAnalysisPython

Explorations of survival analysis in Python
Jupyter Notebook
48
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32

BayesForUndergrads

Materials for a workshop on developing undergraduate classes on Bayesian statistics.
46
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33

DataScience

Site for a Data Science class taught by Allen Downey
HTML
42
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34

ComplexityScience

Repository for a workshop on Complexity Science
Jupyter Notebook
35
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35

ThinkX

Python
30
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36

ThinkStats3

Code and LaTeX source for Think Stats, third edition
29
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37

BayesSeminar

Bayesian statistics seminars
Jupyter Notebook
29
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38

BayesianInferencePyMC

Workshop on Bayesian inference using PyMC
Jupyter Notebook
26
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39

ElementsOfDataScienceBook

Repository for the manuscript of Elements of Data Science
TeX
25
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40

PoliticalAlignmentCaseStudy

Notebooks and data for a case study on political alignment, outlook, and beliefs
Jupyter Notebook
23
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41

thinkjavasolutions5

Automatically exported from code.google.com/p/thinkjavasolutions
Java
21
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42

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.
19
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43

Portfolio

Portfolio of Allen Downey at Olin College
HTML
18
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44

ThinkPythonSolutions

Automatically exported from code.google.com/p/thinkpythonsolutions
Python
17
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45

DataQnA

Data Q&A: Questions and answers about data and statistics
Jupyter Notebook
17
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46

ProbablyOverthinkingIt2

New repo for projects related to my blog, Probably Overthinking It.
Jupyter Notebook
16
star
47

MarriageNSFG

Repository for a project using NSFG data to explore marriage patterns in the US.
Stata
15
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48

clink

A network measurement tool, described at http://allendowney.com/research/clink/
C
12
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49

RecidivismCaseStudy

Case study on evaluating statistical tools that predict recidivism.
Jupyter Notebook
11
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50

ModSim

Modeling and Simulation in Python and MATLAB/Octave
Jupyter Notebook
11
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51

ThinkStats

Notebooks for the third edition of Think Stats
Jupyter Notebook
11
star
52

SignalsAndSystemsAndDynamics

Code and examples for an experimental class on signals, systems, and dynamics
MATLAB
10
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53

GssReligion

Code and data for measuring and predicting religious affiliation using GSS data.
Jupyter Notebook
10
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54

GunControlGenerational

Data and analysis related to generational changes in attitudes toward gun control
Jupyter Notebook
9
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55

ThinkPerl6

Text and supporting code for Think Perl 6 by Laurent Rosenfeld with Allen Downey
TeX
9
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56

ModSimMatlab

Text and supporting code for Modeling and Simulation.
Makefile
8
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57

JavaOOP

Supporting code for the OOP in Java independent study
Java
8
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58

DSIRPSolutions

Solutions to the exercises in Data Structures and Information Retrieval in Python (DSIRP)
Jupyter Notebook
8
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59

SoftwareSystems

Repo for software related to Software Systems at Olin College.
C
8
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60

ThinkBayes2Translations

Translations of Think Bayes.
Jupyter Notebook
8
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61

plastex-oreilly

Branch of plastex that generates DocBook 4.5 that meets O'Reilly style guidelines.
TeX
7
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62

JupyterAsciidocTemplate

Template for converting Jupyter notebooks to an asciidoc book.
Jupyter Notebook
7
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63

internet-religion

Data and code for an analysis of Internet use and religious affiliation using data from the GSS.
Python
6
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64

AtmoChem

Atmospheric chemistry data and analysis
Jupyter Notebook
6
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65

TheShakes

Jupyter Notebook
5
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66

complexity

Automatically exported from code.google.com/p/complexity
PostScript
5
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67

PythonCounterPmf

Examples using Python's Counter collection to implement a probability mass function (PMF)
Jupyter Notebook
5
star
68

FirstLateNSFG

Data and analysis for "Are first babies more likely to be late?"
Jupyter Notebook
4
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69

PythonFun

Jupyter Notebook
4
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70

ThinkJavaSequel

Text and supporting code for Think DS: Data Structures in Java, by Allen Downey.
4
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71

matlabsolutions

Automatically exported from code.google.com/p/matlabsolutions
MATLAB
4
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72

ThinkOCaml

Automatically exported from code.google.com/p/thinkocaml
PostScript
4
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73

Notebooks

A repo for iPython notebooks.
4
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74

ISSPRegression

Exploration of the data from the Crowdsourced Replication Initiative
Makefile
4
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75

thinkjava5

Automatically exported from code.google.com/p/thinkapjava
TeX
3
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76

plastex-docbook

DocBook renderer plugin templates and classes for the plasTeX engine
Python
3
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77

GssExtract

Jupyter Notebook
3
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78

SoftwareDesign

Directories and unit tests for exercises in Software Design at Olin College.
Python
3
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79

InspectionParadox

Code and data for an article on length-biased sampling and the inspection paradox
Jupyter Notebook
2
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80

OlinPyShop

Code for Python workshops from Olin College
2
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81

TeamAllocation

Code for making team allocations under constraints.
Python
2
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82

QEACode

Code for Quantitative Engineering Analysis (QEA) class at Olin College
2
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83

thinkpythonchinese

Automatically exported from code.google.com/p/thinkpythonchinese
TeX
2
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84

simulating

2
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85

LongTailedDistributions

Data and code from a series of papers about long-tailed distributions in the Internet.
2
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86

AfroBarometer

Jupyter Notebook
1
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87

python-in-hydrology

Automatically exported from code.google.com/p/python-in-hydrology
1
star
88

a-bad-synthesizer

Arduino-based analog-digital synthesizer
Python
1
star
89

2019-08-27-needham

Python
1
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90

GssFeminism

Exploration of changes in views related to feminism
Jupyter Notebook
1
star