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The Top 23 Machine Learning Book Open Source Projects

Open source projects categorized as Machine Learning Book
Categories > Machine Learning > Machine Learning
D2l Zh ⭐ 56,684
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。
dependent packages 1total releases 51most recent commit 25 days agopypi d2l} Downloads
Machine Learning For Software Engineers ⭐ 27,357
A complete daily plan for studying to become a machine learning engineer.
most recent commit 5 months ago
Pumpkin Book ⭐ 22,387
《机器学习》（西瓜书）公式详解
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 3 months ago
Fastbook ⭐ 19,737
The fastai book, published as Jupyter Notebooks
dependent packages 1total releases 27most recent commit 5 months agopypi fastbook} Downloads
Awesome Kubernetes ⭐ 14,502
A curated list for awesome kubernetes sources 🚢🎉
most recent commit 3 months ago
Mml Book.github.io ⭐ 12,032
Companion webpage to the book "Mathematics For Machine Learning"
most recent commit 3 months ago
Deep Learning With Tensorflow Book ⭐ 11,864
深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.
most recent commit 3 years ago
Python Machine Learning Book ⭐ 11,645
The "Python Machine Learning (1st edition)" book code repository and info resource
most recent commit 2 years ago
Mit Deep Learning Book Pdf ⭐ 11,564
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
most recent commit 7 months ago
Machine Learning Yearning Cn ⭐ 7,651
Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著
most recent commit 2 years ago
From 0 To Research Scientist Resources Guide ⭐ 6,443
Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
most recent commit 10 months ago
Pyprobml ⭐ 6,066
Python code for "Probabilistic Machine learning" book by Kevin Murphy
most recent commit 4 months ago
Learning ⭐ 5,978
A log of things I'm learning
most recent commit 4 months ago
Lihang ⭐ 5,412
Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]
most recent commit 9 months ago
Prmlt ⭐ 5,091
Matlab code of machine learning algorithms in book PRML
most recent commit 4 years ago
Interpretable Ml Book ⭐ 4,536
Book about interpretable machine learning
most recent commit 8 months ago
Tensorflow Book ⭐ 4,443
Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.
most recent commit 4 years ago
Python Machine Learning Book 3rd Edition ⭐ 3,897
The "Python Machine Learning (3rd edition)" book code repository
most recent commit a year ago
Islr Python ⭐ 3,742
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
most recent commit a year ago
Hands On Ml Zh ⭐ 3,736
📖 [译] Sklearn 与 TensorFlow 机器学习实用指南【版权问题，网站已下线！！】
dependent packages 2total releases 1most recent commit 3 years agonpm hands-on-ml-zh} Downloads
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
Cv ⭐ 2,637
✔（已完结）最全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】
most recent commit 3 months ago
The 6 Most Depended On Machine Learning Book Open Source Projects
Hands On Ml Zh ⭐ 3,736
:book: [译] Sklearn 与 TensorFlow 机器学习实用指南【版权问题，网站已下线！！】
dependent packages 2total releases 1latest release September 19, 2020most recent commit 3 years agonpm hands-on-ml-zh} Downloads
Ds100 Textbook Zh ⭐ 107
:book: [译] UCB DS100 数据科学的原理与技巧
dependent packages 2total releases 1latest release September 19, 2020most recent commit 3 years agonpm dsyilingling-textbook-zh} Downloads
Fe4ml Zh ⭐ 2,467
:book: [译] 面向机器学习的特征工程
dependent packages 2total releases 1latest release September 19, 2020most recent commit 8 months agonpm fe4ml-zh} Downloads
Nlpia ⭐ 450
Examples and libraries for "Natural Language Processing in Action" book
dependent packages 1total releases 114latest release July 03, 2020most recent commit 3 years agopypi nlpia} Downloads
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
The 10 Latest Releases In Machine Learning Book 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
Wikirec ⭐ 18
Recommendation engine framework based on Wikipedia data
total releases 34latest release July 09, 2022most recent commit 5 months ago
Ds100 Textbook Zh ⭐ 107
:book: [译] UCB DS100 数据科学的原理与技巧
dependent packages 2total releases 1latest release September 19, 2020most recent commit 3 years agonpm dsyilingling-textbook-zh} Downloads
Hands On Ml Zh ⭐ 3,736
:book: [译] Sklearn 与 TensorFlow 机器学习实用指南【版权问题，网站已下线！！】
dependent packages 2total releases 1latest release September 19, 2020most recent commit 3 years agonpm hands-on-ml-zh} Downloads
Fe4ml Zh ⭐ 2,467
:book: [译] 面向机器学习的特征工程
dependent packages 2total releases 1latest release September 19, 2020most recent commit 8 months agonpm fe4ml-zh} Downloads
Nlpia ⭐ 450
Examples and libraries for "Natural Language Processing in Action" book
dependent packages 1total releases 114latest release July 03, 2020most recent commit 3 years agopypi nlpia} Downloads
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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