GT-AS

FDAcourse2019

Slides and R codes for Functional Data Analysis Course

MachineLearning_Python

机器学习算法python实现

thesisdown

An updated R Markdown thesis template using the bookdown package

IMSB2022

Formation doctorale d'introduction à la modélisation statistique bayésienne

ml_optimize

机器学习中的优化算法

all-of-statistics

Solutions to Wasserman's 'All of Statistics'.

cdabookdb

DataBase for "An Introduction to Categorical Data Analysis, 2nd edition by Alan Agresti"

simple-resume-cv

Template for a simple resume or curriculum vitae (CV), in XeLaTeX.

R-Tutorial

R 语言材料

GitHub-Tutorial

Getting started tutorial on GitHub

xmucdaDB

Data of "An Introduction to Categorical Data Analysis, 2nd edition by Alan Agresti"

all-of-statistics

Self-study on Larry Wasserman's "All of Statistics"

clustering-frankenstein

An R experiment to create drawings from images using hierarchical clustering

ESL-Note

ESL-Note 是阅读 ESL中文版 的笔记。笔记中对书中出现的公式进行了详细的推导，习题也进行了求解，与中文版中的做法有所差异并且加入了知识补充和扩展部分。

Machine_Learning_Code_Implementation

Mathematical derivation and pure Python code implementation of machine learning algorithms.

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！

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

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！

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

An-Introduction-to-Statistical-Learning

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

wonderful-sql

Follow me，从 0 到 1 掌握 SQL。

lihang-code

《统计学习方法》的代码实现

CSBook

cs-self-learning

计算机自学指南

CompBioDatasetsForMachineLearning

A Curated List of Computational Biology Datasets Suitable for Machine Learning

weekly

科技爱好者周刊，每周五发布

HelloGitHub

:octocat: 分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level open source projects on GitHub.

R-Project

R语言项目

awesome-R

A curated list of awesome R packages, frameworks and software.

ESL-CN

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。