aburkov/theMLbook
The Python code to reproduce the illustrations from The Hundred-Page Machine Learning Book.
This project provides the Python code needed to recreate all the diagrams and examples from The Hundred-Page Machine Learning Book. If you're a student, data scientist, or machine learning practitioner reading the book, you can use this to run the code yourself and deepen your understanding of the concepts presented in the text.
2,013 stars. No commits in the last 6 months.
Use this if you are reading 'The Hundred-Page Machine Learning Book' and want to execute the code examples and generate the illustrations yourself to reinforce your learning.
Not ideal if you are looking for a general-purpose machine learning library or a standalone application, as this is specifically tied to the book's content.
Stars
2,013
Forks
587
Language
Python
License
MIT
Category
Last pushed
Jun 27, 2024
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/aburkov/theMLbook"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Related frameworks
harvard-edge/cs249r_book
Machine Learning Systems
datawhalechina/key-book
《机器学习理论导引》（宝箱书）的证明、案例、概念补充与参考文献讲解。
wx-chevalier/AI-Notes
:books: [.md & .ipynb] Series of Artificial Intelligence & Deep Learning, including Mathematics...
Ceyron/machine-learning-and-simulation
All the handwritten notes 📝 and source code files 🖥️ used in my YouTube Videos on Machine...
rickiepark/handson-ml3
<핸즈온 머신러닝 3판>의 주피터 노트북 저장소