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100-pandas-puzzles

100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)

algorithms-python

All Algorithms implemented in Python

an-introduction-to-statistical-learning

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

book-1

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！

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

fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

hello-algo

《Hello 算法》：动画图解、一键运行的数据结构与算法教程，支持 Java, C++, Python, Go, JS, TS, C#, Swift, Rust, Dart, Zig 等语言。

introductiontolinearalgebra-chinese-note

MIT Gilbert Strang教授的线性导数导论笔记，包含全中文书本内容和视频笔记

joyful-pandas

pandas中文教程

latex_ocr_pro

数学公式识别，增强：中文公式、手写公式

learn-pandas

Tutorials on how to use pandas effectively to do data analysis

leetbook

LeetCode题解开源书《LeetBook》

leetcode-go

✅ Solutions to LeetCode by Go, 100% test coverage, runtime beats 100% / LeetCode 题解

lihang-code

《统计学习方法》的代码实现

linear-algebra-and-learning-from-data

Solutions to the problems in the book: Linear Algebra and Learning from Data by Gilbert Strang, MIT

linear-algebra-with-python

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 skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc

math-model-and-machine-learning

数学建模和机器学习的笔记和资料（持续更新中......）。

matplotlib-3.0-cookbook

Matplotlib 3.0 Cookbook, published by Packt

mit-linear-algebra-notes

MLNLP: Notes for MIT-Linear-Algebra

multivariate-statistics-self-learning

应用多元统计分析（高慧璇版）自学材料

or-pandas

【运筹OR帷幄|数据科学】pandas教程系列电子书

pandas-tutorial

适合初级到中级晋升者，有了体系之后就看熟练度了。

pandas_exercises

Practice your pandas skills!

pycon-2019-tutorial

Data Science Best Practices with pandas

pydata-book

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

python-100-days

Python - 100天从新手到大师

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

statisticallearning_ustc

Statistical Learning course in USTC. 中科大统计学习（刘东）课程复习资料。

the-art-of-linear-algebra

Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"