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The Top 23 Book Data Science Open Source Projects

Open source projects categorized as Book Data Science
Categories > Data Processing > Data Science
Go ⭐ 23,899
The Open Source Data Science Masters
most recent commit 5 months ago
D2l En ⭐ 20,613
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
total releases 2most recent commit 4 months ago
Fastbook ⭐ 19,737
The fastai book, published as Jupyter Notebooks
dependent packages 1total releases 27most recent commit 5 months agopypi fastbook} Downloads
Python Machine Learning Book ⭐ 11,645
The "Python Machine Learning (1st edition)" book code repository and info resource
most recent commit 2 years ago
Data Science From Scratch ⭐ 7,967
code for Data Science From Scratch book
most recent commit 6 months ago
Machine Learning Systems Design ⭐ 7,818
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"
most recent commit a year ago
R4ds ⭐ 4,249
R for data science: a book
most recent commit 4 months ago
D2l Pytorch ⭐ 3,933
This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.
most recent commit 2 years ago
Data Science At The Command Line ⭐ 3,518
Data Science at the Command Line
most recent commit 10 months ago
Deep Learning Book ⭐ 2,650
Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"
total releases 1most recent commit 5 years ago
An Introduction To Statistical Learning ⭐ 1,481
This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.
most recent commit 3 years ago
Data Science On Gcp ⭐ 1,249
Source code accompanying book: Data Science on the Google Cloud Platform, Valliappa Lakshmanan, O'Reilly 2017
most recent commit 9 months ago
Freeml ⭐ 994
A List of Data Science/Machine Learning Resources (Mostly Free)
most recent commit 3 years ago
Getting Started With Genomics Tools And Resources ⭐ 991
Unix, R and python tools for genomics and data science
most recent commit 4 months ago
Causal_inference_python_code ⭐ 898
Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins
most recent commit 2 years ago
Deep_learning_and_the_game_of_go ⭐ 831
Code and other material for the book "Deep Learning and the Game of Go"
total releases 2most recent commit 2 years ago
Textbook ⭐ 717
The textbook Computational and Inferential Thinking: The Foundations of Data Science
most recent commit 6 months ago
Moderndive_book ⭐ 693
Statistical Inference via Data Science: A ModernDive into R and the Tidyverse
most recent commit 9 months ago
Ds Take Home ⭐ 682
My solution to the book A Collection of Data Science Take-Home Challenges
most recent commit 5 years ago
Statistical Rethinking With Python And Pymc3 ⭐ 674
Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath
most recent commit 6 years ago
Book_sample ⭐ 592
another book on data science
most recent commit 4 years ago
Coding For Economists ⭐ 589
This repository hosts the code behind the online book, Coding for Economists.
most recent commit 4 months ago
Data Science Learning Resources ⭐ 499
A collection of data science and machine learning resources that I've found helpful (I only post what I've read!)
most recent commit a year ago
The 5 Latest Releases In Book Data Science Open Source Projects
Fastbook ⭐ 19,737
The fastai book, published as Jupyter Notebooks
dependent packages 1total releases 27latest release October 24, 2022most recent commit 5 months agopypi fastbook} Downloads
Basketballanalyzer ⭐ 32
R package
total releases 1latest release June 26, 2020most recent commit a year ago
Deep_learning_and_the_game_of_go ⭐ 831
Code and other material for the book "Deep Learning and the Game of Go"
total releases 2latest release August 27, 2018most recent commit 2 years ago
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