# Introduction 本书是个人机器学习基础的笔记，包含算法原理，公式推导，python代码实现。 本书github地址： 本书legacy gitbook地址： 本书新的gitbook地址： 本书参考了： 《统计学习方法》，李航 著 《机器学习实战》，Peter Harrington 著，李悦 李鹏 曲亚东 王斌 译 《机器学习》，周志华 著 《机器学习基石》课程，林轩田 《机器学习》课程，Andrew ng 《神经网络与机器学习》， Michael Nielsen 著， Xiaohu Zhu 和 Freeman Zhang 译 《概率论与数理统计》 ，高等教育出版社 以及参考一些网络上博客，如果参考了，在每一篇内都会给出链接。 --- # Agent Instructions: Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on the current page URL with the `ask` query parameter: ``` GET https://zhjunqin.gitbook.io/machine-learning/master.md?ask= ``` The question should be specific, self-contained, and written in natural language. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.