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Search results for machine learning book
book
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machine-learning
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163 search results found
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。
Machine Learning For Software Engineers
⭐
27,357
A complete daily plan for studying to become a machine learning engineer.
Pumpkin Book
⭐
22,387
《机器学习》(西瓜书)公式详解
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.
Fastbook
⭐
19,737
The fastai book, published as Jupyter Notebooks
Awesome Kubernetes
⭐
14,502
A curated list for awesome kubernetes sources 🚢🎉
Mml Book.github.io
⭐
12,032
Companion webpage to the book "Mathematics For Machine Learning"
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.
Python Machine Learning Book
⭐
11,645
The "Python Machine Learning (1st edition)" book code repository and info resource
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
Machine Learning Yearning Cn
⭐
7,651
Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著
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.
Pyprobml
⭐
6,066
Python code for "Probabilistic Machine learning" book by Kevin Murphy
Learning
⭐
5,978
A log of things I'm learning
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]
Prmlt
⭐
5,091
Matlab code of machine learning algorithms in book PRML
Interpretable Ml Book
⭐
4,536
Book about interpretable machine learning
Tensorflow Book
⭐
4,443
Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.
Python Machine Learning Book 3rd Edition
⭐
3,897
The "Python Machine Learning (3rd edition)" book code repository
Islr Python
⭐
3,742
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
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!!】
Deep Learning Book
⭐
2,650
Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"
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】
Fe4ml Zh
⭐
2,467
📖 [译] 面向机器学习的特征工程
Machinelearninginaction
⭐
2,082
Source Code for the book: Machine Learning in Action published by Manning
Practical Machine Learning With Python
⭐
2,054
Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.
Computer Vision In Action
⭐
1,979
学习闭环《计算机视觉实战演练:算法与应用》中文电子书、源码、读者交流社区(持续更新中 ...) 📘 在线电子书 https://charmve.github.io/computer-vision-in-actio 👇项目主页
Book Mathmatical Foundation Of Reinforcement Learning
⭐
1,653
This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."
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.
Adv_fin_ml_exercises
⭐
1,363
Experimental solutions to selected exercises from the book [Advances in Financial Machine Learning by Marcos Lopez De Prado]
State Of Open Source Ai
⭐
1,348
📕 Clarity in the current fast-paced mess of Open Source innovation
Data Science On Gcp
⭐
1,249
Source code accompanying book: Data Science on the Google Cloud Platform, Valliappa Lakshmanan, O'Reilly 2017
Machine Learning For Cyber Security
⭐
1,231
Curated list of tools and resources related to the use of machine learning for cyber security
Awesome Ai Books
⭐
1,086
Some awesome AI related books and pdfs for learning and downloading, also apply some playground models for learning
Freeml
⭐
994
A List of Data Science/Machine Learning Resources (Mostly Free)
Coremlhelpers
⭐
946
Types and functions that make it a little easier to work with Core ML in Swift.
Prml
⭐
908
Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop
Deep Learning Book Chapter Summaries
⭐
857
Attempting to make the Deep Learning Book easier to understand.
Deep_learning_and_the_game_of_go
⭐
831
Code and other material for the book "Deep Learning and the Game of Go"
Ml Yearning Vi
⭐
787
Một cuốn sách tập trung vào hướng dẫn cách cấu trúc các dự án Học Máy và phân tích cách làm cho các thuật toán Học Máy hoạt động.
Statswithjuliabook
⭐
760
Ds Take Home
⭐
682
My solution to the book A Collection of Data Science Take-Home Challenges
Practical Deep Learning Book
⭐
675
Official code repo for the O'Reilly Book - Practical Deep Learning for Cloud, Mobile & Edge
Ml Design Patterns
⭐
655
Source code accompanying O'Reilly book: Machine Learning Design Patterns
Awesome Algorithm Books
⭐
646
📚 awesome algorithm books I've collected 【不定期更新】 搜集整理的算法书籍(经典算法、ML/DL算法、面试算法、比赛算法等)
Ml Note
⭐
617
📙慢慢整理所学的机器学习算法,并根据自己所理解的样子叙述出来。(注重数学推导)
Hands On Transfer Learning With Python
⭐
571
Deep learning simplified by transferring prior learning using the Python deep learning ecosystem
Ml Powered Applications
⭐
566
Companion repository for the book Building Machine Learning Powered Applications
University
⭐
558
:octocat:120+国内高校课程资源纯手工整理,欢迎补充、修订 https://studyhard.cf/
Mml Book
⭐
502
Code / solutions for Mathematics for Machine Learning (MML Book)
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!)
300days__machinelearningdeeplearning
⭐
499
I am sharing my Journey of 300DaysOfData in Machine Learning and Deep Learning.
Nlpia
⭐
450
Examples and libraries for "Natural Language Processing in Action" book
Bigquery Oreilly Book
⭐
447
Source code accompanying: BigQuery: The Definitive Guide by Lakshmanan & Tigani to be published by O'Reilly Media
Deep Learning Book
⭐
440
《Deep Learning》《深度学习》 by Ian Goodfellow, Yoshua Bengio and Aaron Courville
Introduction Datascience Python Book
⭐
385
Introduction to Data Science: A Python Approach to Concepts, Techniques and Applications
Machine Learning Yearning
⭐
383
Machine Learning Yearning book by 🅰️𝓷𝓭𝓻𝓮𝔀 🆖
Machinelearning_notes
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374
Machine learning and deep learning resources
Machine Learning Reference
⭐
364
常见的机器学习参考资料,包括书籍、公开课等
Voicebook
⭐
325
🗣️ A book and repo to get you started programming voice computing applications in Python (10 chapters and 200+ scripts).
Machine Learning Yearning Korean Translation
⭐
319
Korean translation of machine learning yearning book by Andrew Ng.
Pytorch Tutorials Examples And Books
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316
PyTorch1.x tutorials, examples and some books I found 【不定期更新】整理的PyTorch 1.x 最新版教程、例子和书籍
Mastering Machine Learning For Penetration Testing
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280
Mastering Machine Learning for Penetration Testing, published by Packt
Open Quant Live Book
⭐
278
An open source, hands-on and fully reproducible book in quantitative finance, data science and econophysics. Join us and help Make Wall Street Great Again!
Distributed Ml Patterns
⭐
270
Distributed Machine Learning Patterns from Manning Publications by Yuan Tang https://bit.ly/2RKv8Zo
Devops Roadmap
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266
DevOps methodology & roadmap for a devops developer in 2019. Interesting books to learn new technologies.
Opencv Python Blueprints
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247
M. Beyeler (2015). OpenCV with Python Blueprints: Design and develop advanced computer vision projects using OpenCV with Python, Packt Publishing Ltd., ISBN 978-178528269-0.
Awesome Python Data Science Books
⭐
242
Probably the best curated list of data science books in Python
Mlr3book
⭐
230
Online version of Bischl, B., Sonabend, R., Kotthoff, L., & Lang, M. (Eds.). (2024). "Applied Machine Learning Using mlr3 in R". CRC Press.
Deeplearningwithtf2.0
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227
Practical Exercises in TensorFlow 2.0 for Ian Goodfellows Deep Learning Book
Neural Network P5
⭐
222
Deprecated! See:
Neuralnetworksanddeeplearning.com.pdf
⭐
221
LaTeX/PDF + Epub version of the online book (http://neuralnetworksanddeeplearning.com) ”Neural Networks and Deep Learning“ by Michael Nielsen (@mnielsen)
Smltar
⭐
207
Manuscript of the book "Supervised Machine Learning for Text Analysis in R" by Emil Hvitfeldt and Julia Silge
Machinelearninginaction3x
⭐
195
Source Code for Machine Learning in Action for Python 3.X
Machine Learning For Cybersecurity Cookbook
⭐
194
Machine Learning for Cybersecurity Cookbook, published by Packt
Mbmlbook
⭐
183
Sample code for the Model-Based Machine Learning book.
Book Resources
⭐
181
Data Science Live Book
⭐
177
An open source book to learn data science, data analysis and machine learning, suitable for all ages!
Deep Learning With Tensorflow
⭐
173
Deep Learning with TensorFlow by Packt
Qt 5 And Opencv 4 Computer Vision Projects
⭐
168
Qt 5 and OpenCV 4 Computer Vision Projects, published by Packt
Prml
⭐
168
Python implementations (on jupyter notebook) of algorithms described in the book "PRML"
D2l Java
⭐
153
The Java implementation of Dive into Deep Learning (D2L.ai)
Coreml Survival Guide
⭐
152
Source code for the book Core ML Survival Guide
Data Algorithms With Spark
⭐
151
O'Reilly Book: [Data Algorithms with Spark] by Mahmoud Parsian
Book_list
⭐
149
Python, Machine Learning, Deep Learning and Data Science Books
Statistics For Machine Learning
⭐
132
Statistics for Machine Learning, published by Packt
Hands On Machine Learning For Cyber Security
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127
Hands-On Machine Learning for Cybersecurity, published by Packt
Kitabe
⭐
127
Book Recommendation System built for Book Lovers📖. Simply Rate ⭐ some books and get immediate recommendations🤩
Limit_orderbook_prediction
⭐
119
Hands On Machine Learning With Scikit Learn And Scientific Python Toolkits
⭐
112
The accompanying code for the book "Hands-On Machine Learning with scikit-learn and Scientific Python Toolkits". A practical guide to implementing supervised and unsupervised machine learning algorithms in Python by Tarek Amr
Machine Learning With Go
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111
Machine Learning With Go, published by Packt
Introduction_to_statistical_learning_summary_python
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109
Summary of each chapter of the book- Introduction of Statistical Learning (ISL), along with Python code & data.
Machinelearning Books
⭐
108
Collection of great (and free) machine learning books
Ds100 Textbook Zh
⭐
107
📖 [译] UCB DS100 数据科学的原理与技巧
Interpretable Ml Book Zh
⭐
104
interpretable-ml-book中文翻译
Python4ds
⭐
103
Python for Data Science. This repository hosts the code behind the online book that teaches you how to use Python for data science.
Pragmaticai
⭐
103
[Book-2019] Pragmatic AI: An Introduction to Cloud-based Machine Learning
Mlwithtensorflow2ed
⭐
101
Code for Machine Learning with TensorFlow: 2nd Edition Published by Manning Publications
Emdash
⭐
99
📚🧙♂️ Wisdom indexer — use AI to organize text snippets so you can actually remember & learn from what you read
Learn Amazon Sagemaker
⭐
98
Learn Amazon SageMaker
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