{"repo":"rasbt/python-machine-learning-book","free":true,"listed":false,"github":"https://github.com/rasbt/python-machine-learning-book","clone":"git clone https://github.com/rasbt/python-machine-learning-book.git","description":"The \"Python Machine Learning (1st edition)\" book code repository and info resource","language":"Jupyter Notebook","stars":12641,"topics":["machine-learning","machine-learning-algorithms","logistic-regression","data-science","data-mining","python","scikit-learn","neural-network"],"license":"MIT","category":"machine-learning","readme_excerpt":"Python Machine Learning book code repository --- IMPORTANT NOTE (09/21/2017): This GitHub repository contains the code examples of the 1st Edition of Python Machine Learning book. If you are looking for the code examples of the 2nd Edition , please refer to this repository instead. --- What you can expect are 400 pages rich in useful material just about everything you need to know to get started with machine learning ... from theory to the actual code that you can directly put into action! This is not yet just another \"this is how scikit-learn works\" book. I aim to explain all the underlying concepts, tell you everything you need to know in terms of best practices and caveats, and we will put those concepts into action mainly using NumPy, scikit-learn, and Theano. You are not sure if this book is for you? Please checkout the excerpts from the Foreword and Preface, or take a look at the FAQ section for further information. --- 1st edition, published September 23rd 2015 Paperback: 454 pages Publisher: Packt Publishing Language: English ISBN-10: 1783555130 ISBN-13: 978-1783555130 Kindle ASIN: B00YSILNL0 German ISBN-13: 978-3958454224 Japanese ISBN-13: 978-4844380603 Italian ISBN-13: 978-8850333974 Chinese (traditional) ISBN-13: 978-9864341405 Chinese (mainland) ISBN-13: 978-7111558804 Korean ISBN-13: 979-1187497035 Russian ISBN-13: 978-5970604090 Table of Contents and Code Notebooks Simply click on the ipynb / nbviewer links next to the chapter headlines to view the code example","default_branch":null,"files":null,"tree":[],"storefront":"/r/rasbt","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/rasbt/python-machine-learning-book/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}