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A walk through A/B Tests for new feature

Jupyter Notebook 7 2 Updated Jan 9, 2018

Traffic Prediction - Pattern recognition and Machine Learning CSL2050 Course project under Dr. Richa Singh

Jupyter Notebook 3 2 Updated Nov 23, 2022

《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

Python 74,672 12,038 Updated Jul 30, 2024

Non-Intrusive Load Monitoring Toolkit (nilmtk)

Python 908 486 Updated Nov 24, 2025

Python for《Deep Learning》,该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

Python 1 Updated Jun 23, 2020

Code examples for using the originpro Python package to interact with Origin software.

Python 77 10 Updated Nov 15, 2024

notes for convex optimization

22 3 Updated Aug 30, 2024

Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative ski…

Jupyter Notebook 2,529 611 Updated Sep 5, 2024

MLNLP: Notes for MIT-Linear-Algebra

3,577 683 Updated Jul 31, 2023

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 6,616 1,280 Updated Dec 10, 2025

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 3,536 743 Updated Dec 10, 2025

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 7,293 1,304 Updated Dec 10, 2025

Book_4_《矩阵力量》 | 鸢尾花书:从加减乘除到机器学习;上架!

Jupyter Notebook 9,743 1,483 Updated Dec 10, 2025

Book_5_《统计至简》 | 鸢尾花书:从加减乘除到机器学习;上架!

Jupyter Notebook 3,531 727 Updated Dec 10, 2025

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 3,136 585 Updated Dec 10, 2025

FRM七本书配套代码

664 89 Updated Apr 8, 2024

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 2,550 461 Updated Dec 10, 2025

数学建模和机器学习/深度学习/大模型的笔记和资料(持续更新中......)。

Jupyter Notebook 572 121 Updated Dec 28, 2025

This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.

Jupyter Notebook 2,472 609 Updated Sep 23, 2024

《统计学习方法》的代码实现

Jupyter Notebook 19,535 6,291 Updated Aug 22, 2023

Python - 100天从新手到大师

Jupyter Notebook 1 Updated Sep 30, 2020

适合初级到中级晋升者,有了体系之后就看熟练度了。

Jupyter Notebook 1 Updated Apr 12, 2022

Practice your pandas skills!

Jupyter Notebook 1 Updated May 9, 2023

pandas中文教程

Jupyter Notebook 1 Updated Feb 22, 2023

Data Science Best Practices with pandas

Jupyter Notebook 1 Updated Feb 24, 2020

数学公式识别,增强:中文公式、手写公式

1 Updated Jan 25, 2022

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

Jupyter Notebook 1 Updated May 22, 2023

Python Data Science Handbook: full text in Jupyter Notebooks

Jupyter Notebook 1 Updated May 25, 2023

All Algorithms implemented in Python

Python 1 Updated Jun 15, 2022

Scalable Python DS & ML, in an API compatible & lightning fast way.

Python 1 Updated Jul 7, 2023
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