解决(几乎)所有机器学习问题

解决(几乎)所有机器学习问题。这是一本开源书籍,作者 Abhishek Thakur。「Approaching (Almost) Any Machine Learning Problem. This is an open source book by Abhishek Thakur.」

  • Owner: abhishekkrthakur/approachingalmost
  • Platform: Windows,Linux,Mac
  • License::
  • Category::
  • Topic:
  • Like:
    0
      Compare:

Github stars Tracking Chart

If you like the book, please consider writing a review on Google/Amazon/Goodreads 🙂

Please Note: If you are buying the paperbook book in India from Amazon India to show your support to the author, you are most-likely buying a counterfeit copy and supporting the sellers selling these illegal copies. In India, please buy from Flipkart (https://www.flipkart.com/approaching-almost-any-machine-learning-problem/p/itm319d050de2fbb) or from Pothi (official publisher): https://store.pothi.com/book/abhishek-thakur-approaching-almost-any-machine-learning-problem/

All datasets have references in the book. They are also uploaded here: https://www.kaggle.com/abhishek/aaamlp

pneumothorax png: https://www.kaggle.com/abhishek/siim-png-images

If you are missing something, please feel free to open an issue.


Environment file is shared.

The code from book is not shared as its more of a code-along book.
Sharing code means creating a copy of book.

If you have any questions, please create an issue.

You can buy the book via these links:

INDIA: https://bit.ly/aamlpothi

USA: https://www.amazon.com/dp/8269211508

UK: https://www.amazon.co.uk/dp/8269211508

Germany: https://www.amazon.de/dp/8269211508

France: https://www.amazon.fr/dp/8269211508

Spain: https://www.amazon.es/dp/8269211508

Italy: https://www.amazon.it/dp/8269211508

Japan: https://www.amazon.co.jp/dp/8269211508

Canada: https://www.amazon.ca/dp/8269211508

COLOR Version of the book can be bought here:

INDIA: https://store.pothi.com/book/abhishek-thakur-approaching-almost-any-machine-learning-problem-colour-version/

USA: https://www.amazon.com/dp/B08DC3ZFZZ

UK: https://www.amazon.co.uk/dp/B08DC3ZFZZ

Japan: https://www.amazon.co.jp/dp/B08DC3ZFZZ

Germany: https://www.amazon.de/dp/B08DC3ZFZZ

France: https://www.amazon.fr/dp/B08DC3ZFZZ

Italy: https://www.amazon.it/dp/B08DC3ZFZZ

Spain: https://www.amazon.es/dp/B08DC3ZFZZ

Canada: https://www.amazon.ca/dp/B08DC3ZFZZ

If you face problems with the environment files, please try the following instead

delete the ml enviornment that was created earlier: conda env remove --name ml

create a new environment: conda create -n ml python=3.7.6

activate the environment: conda activate ml

install python packages: pip install -r requirements.txt

Main metrics

Overview
Name With Ownerabhishekkrthakur/approachingalmost
Primary Language
Program language (Language Count: 0)
Platform
License:
所有者活动
Created At2020-07-04 07:13:20
Pushed At2023-03-25 00:53:39
Last Commit At2022-05-30 13:59:01
Release Count0
用户参与
Stargazers Count8k
Watchers Count148
Fork Count1.1k
Commits Count27
Has Issues Enabled
Issues Count67
Issue Open Count43
Pull Requests Count2
Pull Requests Open Count12
Pull Requests Close Count10
项目设置
Has Wiki Enabled
Is Archived
Is Fork
Is Locked
Is Mirror
Is Private