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GitHub / AllenDowney 70 Repositories

Professor at Olin College, author of Think Python, Think Bayes, Think Stats, and other books. Blog author of Probably Overthinking It.

AllenDowney/ThinkBayes2

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

Language: Jupyter Notebook - Size: 210 MB - Last synced at: 7 days ago - Pushed at: 7 months ago - Stars: 1,932 - Forks: 1,524

AllenDowney/BayesMadeSimple

Code for a tutorial on Bayesian Statistics by Allen Downey.

Language: Jupyter Notebook - Size: 15 MB - Last synced at: 7 days ago - Pushed at: almost 5 years ago - Stars: 354 - Forks: 210

AllenDowney/EqualityWEF

Language: Jupyter Notebook - Size: 2.26 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 0 - Forks: 0

AllenDowney/ThinkStats

Notebooks for the third edition of Think Stats

Language: Jupyter Notebook - Size: 384 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 218 - Forks: 63

AllenDowney/ModSimPy

Text and supporting code for Modeling and Simulation in Python

Language: Jupyter Notebook - Size: 103 MB - Last synced at: 24 days ago - Pushed at: 24 days ago - Stars: 878 - Forks: 1,795

AllenDowney/empiricaldist

Python library that represents empirical distribution functions.

Language: Jupyter Notebook - Size: 24 MB - Last synced at: 22 days ago - Pushed at: about 2 months ago - Stars: 169 - Forks: 33

AllenDowney/pytensor Fork of pymc-devs/pytensor

PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.

Size: 83.7 MB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 2 - Forks: 0

AllenDowney/fluent-python-notebooks Fork of fluentpython/example-code

Jupyter notebooks and example code for the book Fluent Python

Language: Python - Size: 12.1 MB - Last synced at: 7 days ago - Pushed at: over 2 years ago - Stars: 101 - Forks: 58

AllenDowney/ThinkPython

Jupyter notebooks and other resources for Think Python by Allen Downey, published by O'Reilly Media.

Language: Jupyter Notebook - Size: 12.7 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1,673 - Forks: 821

AllenDowney/ElementsOfDataScience

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

Language: Jupyter Notebook - Size: 128 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 424 - Forks: 142

AllenDowney/ThinkPythonSolutions

Development repo for Think Python 3rd edition

Language: Jupyter Notebook - Size: 6.13 MB - Last synced at: about 2 months ago - Pushed at: 5 months ago - Stars: 134 - Forks: 53

AllenDowney/ThinkDataStructures

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

Language: TeX - Size: 6.46 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 544 - Forks: 1,313

AllenDowney/SoftwareSystems

Repo for software related to Software Systems at Olin College.

Language: C - Size: 3.67 MB - Last synced at: about 1 month ago - Pushed at: almost 10 years ago - Stars: 11 - Forks: 79

AllenDowney/ThinkDSP

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

Language: Jupyter Notebook - Size: 226 MB - Last synced at: 2 months ago - Pushed at: 8 months ago - Stars: 4,154 - Forks: 3,350

AllenDowney/ThinkComplexity2

Book and code for Think Complexity, 2nd edition

Language: Jupyter Notebook - Size: 184 MB - Last synced at: 2 months ago - Pushed at: 10 months ago - Stars: 763 - Forks: 671

AllenDowney/MonitoringTheFuture

Exploring data from the Monitoring The Future survey

Language: Jupyter Notebook - Size: 103 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0

AllenDowney/CompStats

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

Language: Jupyter Notebook - Size: 4.14 MB - Last synced at: 2 months ago - Pushed at: over 4 years ago - Stars: 225 - Forks: 157

AllenDowney/ThinkStats2

Text and supporting code for Think Stats, 2nd Edition

Language: Jupyter Notebook - Size: 162 MB - Last synced at: 2 months ago - Pushed at: 6 months ago - Stars: 4,097 - Forks: 11,400

AllenDowney/ThinkPython2

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

Language: TeX - Size: 3.81 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 2,569 - Forks: 1,672

AllenDowney/ThinkJavaCode

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

Language: Java - Size: 122 KB - Last synced at: 2 months ago - Pushed at: about 4 years ago - Stars: 378 - Forks: 1,303

AllenDowney/GssExtract

Language: Jupyter Notebook - Size: 125 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 3 - Forks: 0

AllenDowney/SurveyDataPyMC

Material for a tutorial on Bayesian analysis of survey data

Language: Jupyter Notebook - Size: 41.6 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 6 - Forks: 0

AllenDowney/PoliticalAlignmentCaseStudy

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

Language: Jupyter Notebook - Size: 463 MB - Last synced at: 1 day ago - Pushed at: 7 months ago - Stars: 26 - Forks: 13

AllenDowney/ProbablyOverthinkingIt

Supplementary material for my book, Probably Overthinking It.

Language: Jupyter Notebook - Size: 69.5 MB - Last synced at: 2 months ago - Pushed at: 9 months ago - Stars: 154 - Forks: 52

AllenDowney/SurveyDataPandas

Language: Jupyter Notebook - Size: 896 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

AllenDowney/MarriageNSFG

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

Language: Jupyter Notebook - Size: 70.6 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 31 - Forks: 12

AllenDowney/ExercisesInC

Exercises for people learning the C programming language

Language: C - Size: 586 KB - Last synced at: about 1 month ago - Pushed at: almost 5 years ago - Stars: 113 - Forks: 166

AllenDowney/SoftwareDesign

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

Language: Python - Size: 1.63 MB - Last synced at: 3 months ago - Pushed at: almost 12 years ago - Stars: 5 - Forks: 29

AllenDowney/JavaOOP

Supporting code for the OOP in Java independent study

Language: Java - Size: 10.7 KB - Last synced at: 4 months ago - Pushed at: over 8 years ago - Stars: 9 - Forks: 17

AllenDowney/BayesFertility

Fertility projections based on NSFG and Census data

Language: Jupyter Notebook - Size: 3.42 MB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 2 - Forks: 0

AllenDowney/BayesianDecisionAnalysis

Repository for a workshop on Bayesian Decision Analysis

Language: Jupyter Notebook - Size: 1.19 MB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 69 - Forks: 18

AllenDowney/AstronomicalData

An introduction to working with astronomical data in Python.

Language: Jupyter Notebook - Size: 58.1 MB - Last synced at: 4 months ago - Pushed at: about 3 years ago - Stars: 97 - Forks: 25

AllenDowney/RecidivismCaseStudy

Case study on evaluating statistical tools that predict recidivism.

Language: Jupyter Notebook - Size: 20.2 MB - Last synced at: 4 months ago - Pushed at: 12 months ago - Stars: 14 - Forks: 4

AllenDowney/LittleBookOfSemaphores

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

Language: TeX - Size: 665 KB - Last synced at: 4 months ago - Pushed at: about 1 year ago - Stars: 286 - Forks: 77

AllenDowney/BiteSizeBayes

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

Language: Jupyter Notebook - Size: 13.1 MB - Last synced at: 4 months ago - Pushed at: almost 2 years ago - Stars: 130 - Forks: 33

AllenDowney/ThinkOS

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

Language: TeX - Size: 935 KB - Last synced at: 4 months ago - Pushed at: about 5 years ago - Stars: 557 - Forks: 226

AllenDowney/SurvivalAnalysisPython

Explorations of survival analysis in Python

Language: Jupyter Notebook - Size: 20 MB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 50 - Forks: 11

AllenDowney/ComplexityScience

Repository for a workshop on Complexity Science

Language: Jupyter Notebook - Size: 18.8 MB - Last synced at: 4 months ago - Pushed at: almost 4 years ago - Stars: 39 - Forks: 8

AllenDowney/ThinkComplexity

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

Language: Jupyter Notebook - Size: 42.6 MB - Last synced at: 4 months ago - Pushed at: 10 months ago - Stars: 108 - Forks: 83

AllenDowney/Swampy

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

Language: Python - Size: 4.58 MB - Last synced at: about 2 months ago - Pushed at: about 6 years ago - Stars: 92 - Forks: 49

AllenDowney/ThinkBayes

Code repository for Think Bayes.

Language: TeX - Size: 44.1 MB - Last synced at: 5 months ago - Pushed at: over 4 years ago - Stars: 1,661 - Forks: 1,935

AllenDowney/ThinkPythonItalian

LaTeX source for the Italian Translation of Think Python.

Language: TeX - Size: 5.73 MB - Last synced at: 5 months ago - Pushed at: almost 7 years ago - Stars: 92 - Forks: 29

AllenDowney/ThinkCPP

Text and code for Think C++ by Allen Downey

Language: PostScript - Size: 4.49 MB - Last synced at: 5 months ago - Pushed at: almost 2 years ago - Stars: 130 - Forks: 65

AllenDowney/PhysicalModelingInMatlab

Text and code for Physical Modeling in MATLAB

Language: TeX - Size: 83.9 MB - Last synced at: 5 months ago - Pushed at: about 4 years ago - Stars: 90 - Forks: 63

AllenDowney/DSIRPSolutions

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

Language: Jupyter Notebook - Size: 2.47 MB - Last synced at: 4 months ago - Pushed at: over 3 years ago - Stars: 10 - Forks: 3

AllenDowney/DataWorld

Language: Jupyter Notebook - Size: 390 KB - Last synced at: 6 days ago - Pushed at: 6 months ago - Stars: 2 - Forks: 0

AllenDowney/thinkjavasolutions5

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

Language: Java - Size: 242 KB - Last synced at: 4 months ago - Pushed at: about 10 years ago - Stars: 20 - Forks: 19

AllenDowney/clink

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

Language: C - Size: 58.6 KB - Last synced at: 4 months ago - Pushed at: 8 months ago - Stars: 14 - Forks: 5

AllenDowney/simulating

Size: 2.72 MB - Last synced at: 5 months ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 0

AllenDowney/BayesianInferencePyMC

Workshop on Bayesian inference using PyMC

Language: Jupyter Notebook - Size: 20.7 MB - Last synced at: 2 days ago - Pushed at: about 4 years ago - Stars: 27 - Forks: 7

AllenDowney/GunControlGenerational

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

Language: Jupyter Notebook - Size: 8.05 MB - Last synced at: 3 days ago - Pushed at: almost 3 years ago - Stars: 10 - Forks: 6

AllenDowney/plastex-oreilly

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

Language: TeX - Size: 37.2 MB - Last synced at: 5 days ago - Pushed at: over 8 years ago - Stars: 6 - Forks: 7

AllenDowney/GssReligion

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

Language: Jupyter Notebook - Size: 71.1 MB - Last synced at: 4 months ago - Pushed at: almost 3 years ago - Stars: 12 - Forks: 6

AllenDowney/ExploratoryDataAnalysis

Repository for an online class on Exploratory Data Analysis in Python

Language: Jupyter Notebook - Size: 24.3 MB - Last synced at: 3 days ago - Pushed at: over 5 years ago - Stars: 66 - Forks: 29

AllenDowney/BayesSeminar

Bayesian statistics seminars

Language: Jupyter Notebook - Size: 830 KB - Last synced at: about 17 hours ago - Pushed at: over 8 years ago - Stars: 30 - Forks: 12

AllenDowney/QEACode

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

Size: 3 MB - Last synced at: 5 months ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 6

AllenDowney/Portfolio

Portfolio of Allen Downey at Olin College

Language: HTML - Size: 690 KB - Last synced at: 5 months ago - Pushed at: over 2 years ago - Stars: 20 - Forks: 3

AllenDowney/Notebooks

A repo for iPython notebooks.

Size: 266 KB - Last synced at: 18 days ago - Pushed at: almost 11 years ago - Stars: 5 - Forks: 2

AllenDowney/DataExploration

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

Language: Python - Size: 31 MB - Last synced at: about 1 month ago - Pushed at: almost 10 years ago - Stars: 73 - Forks: 50

AllenDowney/JupyterAsciidocTemplate

Template for converting Jupyter notebooks to an asciidoc book.

Language: Jupyter Notebook - Size: 671 KB - Last synced at: about 2 months ago - Pushed at: about 4 years ago - Stars: 8 - Forks: 1

AllenDowney/ProbablyOverthinkingIt2

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

Language: Jupyter Notebook - Size: 11.9 MB - Last synced at: 4 months ago - Pushed at: almost 4 years ago - Stars: 18 - Forks: 5

AllenDowney/DataScience

Site for a Data Science class taught by Allen Downey

Language: HTML - Size: 52.1 MB - Last synced at: 5 months ago - Pushed at: about 3 years ago - Stars: 44 - Forks: 57

AllenDowney/ThinkX

Language: Python - Size: 1.03 MB - Last synced at: 4 months ago - Pushed at: about 7 years ago - Stars: 32 - Forks: 14

AllenDowney/OlinPyShop

Code for Python workshops from Olin College

Size: 434 KB - Last synced at: 5 months ago - Pushed at: about 10 years ago - Stars: 3 - Forks: 2

AllenDowney/AtmoChem

Atmospheric chemistry data and analysis

Language: Jupyter Notebook - Size: 45.2 MB - Last synced at: 4 months ago - Pushed at: over 6 years ago - Stars: 6 - Forks: 3

AllenDowney/ThinkJava

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

Language: TeX - Size: 5.56 MB - Last synced at: 5 months ago - Pushed at: about 6 years ago - Stars: 57 - Forks: 49

AllenDowney/ThinkStats3

Code and LaTeX source for Think Stats, third edition

Size: 1.95 KB - Last synced at: 5 months ago - Pushed at: over 5 years ago - Stars: 30 - Forks: 3

AllenDowney/ModSim

Modeling and Simulation in Python and MATLAB/Octave

Language: Jupyter Notebook - Size: 10.8 MB - Last synced at: 4 months ago - Pushed at: about 4 years ago - Stars: 12 - Forks: 1

AllenDowney/GssFeminism

Exploration of changes in views related to feminism

Language: Jupyter Notebook - Size: 20.1 MB - Last synced at: 6 days ago - Pushed at: 12 months ago - Stars: 1 - Forks: 0

AllenDowney/BayesForUndergrads

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

Size: 10.7 KB - Last synced at: 5 months ago - Pushed at: about 9 years ago - Stars: 47 - Forks: 14

AllenDowney/complexity

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

Language: PostScript - Size: 10 MB - Last synced at: about 1 month ago - Pushed at: over 10 years ago - Stars: 7 - Forks: 4

AllenDowney/ElementsOfDataScienceBook

Repository for the manuscript of Elements of Data Science

Language: TeX - Size: 122 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 22 - Forks: 5

AllenDowney/DataQnA

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

Language: Jupyter Notebook - Size: 14.1 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 9 - Forks: 1

AllenDowney/DSIRP

Data Structures and Information Retrieval in Python

Language: Jupyter Notebook - Size: 9.27 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 121 - Forks: 50

AllenDowney/ThinkPerl6

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

Language: TeX - Size: 6.94 MB - Last synced at: 5 months ago - Pushed at: over 8 years ago - Stars: 9 - Forks: 5

AllenDowney/FirstLateNSFG

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

Language: Jupyter Notebook - Size: 4.59 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 1

AllenDowney/ISSPRegression

Exploration of the data from the Crowdsourced Replication Initiative

Language: Makefile - Size: 2.93 KB - Last synced at: 5 months ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0

AllenDowney/jupyturtle Fork of ramalho/jupyturtle

Python Turtle graphics for Jupyter notebooks

Size: 814 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

AllenDowney/AfroBarometer

Language: Jupyter Notebook - Size: 151 KB - Last synced at: 5 months ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

AllenDowney/ThinkBayes2Translations

Translations of Think Bayes.

Language: Jupyter Notebook - Size: 40.9 MB - Last synced at: 4 months ago - Pushed at: about 9 years ago - Stars: 8 - Forks: 10

AllenDowney/SignalsAndSystemsAndDynamics

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

Language: MATLAB - Size: 1.08 MB - Last synced at: 4 months ago - Pushed at: about 6 years ago - Stars: 10 - Forks: 4

AllenDowney/scipy_proceedings Fork of scipy-conference/scipy_proceedings

Tools used to generate the SciPy conference proceedings

Language: Python - Size: 23.8 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 1

AllenDowney/a-bad-synthesizer

Arduino-based analog-digital synthesizer

Language: Python - Size: 125 KB - Last synced at: 5 months ago - Pushed at: almost 12 years ago - Stars: 1 - Forks: 3

AllenDowney/thinkjava5

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

Language: TeX - Size: 3.64 MB - Last synced at: 5 months ago - Pushed at: about 10 years ago - Stars: 3 - Forks: 6

AllenDowney/plastex-docbook

DocBook renderer plugin templates and classes for the plasTeX engine

Language: Python - Size: 2.06 MB - Last synced at: 5 months ago - Pushed at: over 13 years ago - Stars: 3 - Forks: 1

AllenDowney/free-programming-books Fork of EbookFoundation/free-programming-books

Size: 171 KB - Last synced at: over 2 years ago - Pushed at: almost 12 years ago - Stars: 12 - Forks: 8

AllenDowney/pandas Fork of pandas-dev/pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

Language: Python - Size: 161 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 6 - Forks: 9

AllenDowney/TheShakes

Language: Jupyter Notebook - Size: 146 KB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 1

AllenDowney/cs-java-hello-world-lab-codeU Fork of adamjonas/cs-java-hello-world-lab-codeU

Language: Java - Size: 319 KB - Last synced at: over 2 years ago - Pushed at: over 9 years ago - Stars: 1 - Forks: 1

AllenDowney/feedback_control_for_computer_systems Fork of oreillymedia/feedback_control_for_computer_systems

This is the example code repository for Feedback Control for Computer Systems by Philipp K. Janert (O'Reilly Media)

Language: Python - Size: 119 KB - Last synced at: over 2 years ago - Pushed at: over 11 years ago - Stars: 3 - Forks: 4

AllenDowney/amgit Fork of progit/progit

Modified version of Pro Git

Language: Ruby - Size: 22.9 MB - Last synced at: over 2 years ago - Pushed at: almost 6 years ago - Stars: 64 - Forks: 40

AllenDowney/python-conference-beginners-day Fork of hjwp/python-conference-beginners-day

Some docs to support the organising of a "beginners' day" at Python conferences

Language: Python - Size: 5.49 MB - Last synced at: over 2 years ago - Pushed at: about 9 years ago - Stars: 2 - Forks: 2

AllenDowney/numpy Fork of numpy/numpy

The fundamental package for scientific computing with Python.

Size: 76.6 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 3

AllenDowney/ThinkOCaml

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

Language: PostScript - Size: 121 MB - Last synced at: 5 months ago - Pushed at: about 10 years ago - Stars: 4 - Forks: 3

AllenDowney/TeamAllocation

Code for making team allocations under constraints.

Language: Python - Size: 12.7 KB - Last synced at: 5 months ago - Pushed at: over 7 years ago - Stars: 2 - Forks: 2

AllenDowney/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers Fork of CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

Size: 69.7 MB - Last synced at: over 2 years ago - Pushed at: almost 11 years ago - Stars: 10 - Forks: 10

AllenDowney/astropy-workshop-belfast-2019 Fork of bmorris3/astropy-workshop-belfast-2019

2019 Nov 20-21

Size: 65.7 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 0

AllenDowney/fastdoc Fork of fastai/fastdoc

Create publication-quality books from Jupyter notebooks

Size: 1.52 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

AllenDowney/matplotlib Fork of matplotlib/matplotlib

matplotlib: plotting with Python

Language: Python - Size: 317 MB - Last synced at: over 2 years ago - Pushed at: about 7 years ago - Stars: 5 - Forks: 1

AllenDowney/ModSimMatlab

Text and supporting code for Modeling and Simulation.

Language: Makefile - Size: 12 MB - Last synced at: 5 months ago - Pushed at: about 4 years ago - Stars: 8 - Forks: 5