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Visualize-ML / Machine-Learning-Made-Visual-with-Python

This repository contains the draft manuscripts and code files that accompany the Elsevier publication Machine Learning Made Visual with Python.

Jupyter Notebook 54 11 Updated Aug 21, 2026

Visualize-ML / Probability-and-Statistics-Made-Easy---Learn-with-Python-and-Visualization

”数学不难“ 之 《概率统计不难》；先占个坑，请大家多支持，希望不弃坑

Jupyter Notebook 551 91 Updated Mar 22, 2026

Visualize-ML / Linear-Algebra-Made-Easy---Learn-with-Python-and-Visualization

”数学不难“ 之 《线性代数不难》上下册，66话题完册；欢迎批评指正

Jupyter Notebook 3,478 626 Updated Sep 26, 2026

Visualize-ML / FRM

FRM七本书配套代码

769 109 Updated Apr 8, 2024

Visualize-ML / Book3_Elements-of-Mathematics

Book_3_《数学要素》 | 鸢尾花书：从加减乘除到机器学习；上架；欢迎继续纠错，纠错多的同学还会有赠书！

Jupyter Notebook 7,652 1,404 Updated May 1, 2026

Visualize-ML / Book2_Beauty-of-Data-Visualization

Book_2_《可视之美》 | 鸢尾花书：从加减乘除到机器学习，欢迎批评指正

Jupyter Notebook 3,842 837 Updated May 1, 2026

Visualize-ML / Book1_Python-For-Beginners

Book_1_《编程不难》 | 鸢尾花书：从加减乘除到机器学习；请多多批评指正！

Jupyter Notebook 7,307 1,433 Updated May 1, 2026

Visualize-ML / Book4_Power-of-Matrix

Book_4_《矩阵力量》 | 鸢尾花书：从加减乘除到机器学习；上架！

Jupyter Notebook 10,100 1,604 Updated May 1, 2026

Visualize-ML / Book7_Visualizations-for-Machine-Learning

Book_7_《机器学习》 | 鸢尾花书：从加减乘除到机器学习；欢迎批评指正

Jupyter Notebook 3,384 639 Updated May 1, 2026

Visualize-ML / Book6_First-Course-in-Data-Science

Book_6_《数据有道》 | 鸢尾花书：从加减乘除到机器学习；欢迎大家批评指正！纠错多的同学会得到赠书感谢！

Jupyter Notebook 2,762 501 Updated May 1, 2026

Visualize-ML / Book5_Essentials-of-Probability-and-Statistics

Book_5_《统计至简》 | 鸢尾花书：从加减乘除到机器学习；上架！

Jupyter Notebook 3,782 774 Updated May 1, 2026