luisguiserrano/manning 排名第 6,065，此处有 8 个同类条目；vndee/local-talking-llm 排名第 6,077。

Grokking Machine Learning Book Repository This is the repo for the book "Grokking Machine Learning", available here. Get it with a 40% discount code: **serranopc** Chapters: 1. Drawing a line close to our points: **Linear regression** (code) 4. Optimizing the training process: **Underfitting**, **overfitting**, **testing**, and **regularization** (code) 5. Using lines to split our points: **The perceptron algorithm** (code) 6. A continuous approach to splitting points: **Logistic classifiers** (code) 7. How do you measure classification models? Using probability to its

maximum: The **Naive Bayes** model (code) 9. Splitting data by asking questions: **Decision trees** (code) 10. Combining building blocks to gain more power: **Neural networks** (code) 11. Finding boundaries with style: **Support vector machines** and the **kernel method** (code) 12. Combining models to maximize results: **Ensemble learning** (code) 13. Putting it all in practice: A real life example of **data engineering** and **machine learning** (code)