# 数据智能图书馆

## 统计学基础

《概率论与数理统计》

《统计学》

《线性代数》

《应用线性代数》

## 应用数据分析

《[Python 金融大数据分析](https://github.com/taotieren/Python_books/blob/master/Python%E4%B8%AD%E6%96%87%E4%B9%A6%E7%B1%8D%E6%B1%87%E6%80%BB/Python%E9%87%91%E8%9E%8D%E5%A4%A7%E6%95%B0%E6%8D%AE%E5%88%86%E6%9E%90.pdf)》

## 机器学习

《[机器学习](https://github.com/Mikoto10032/DeepLearning/blob/master/books/%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E5%91%A8%E5%BF%97%E5%8D%8E.pdf)》

[Sophia-11/Machine-Learning-Notes](https://github.com/Sophia-11/Machine-Learning-Notes) - 周志华《机器学习》手推笔记

《[统计学习方法](https://github.com/skyformat99/books-1/blob/master/%E8%AE%A1%E7%AE%97%E6%9C%BA%E2%97%8F%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD%E2%97%8F%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0/%E7%BB%9F%E8%AE%A1%E5%AD%A6%E4%B9%A0%E6%96%B9%E6%B3%95\(%E6%9D%8E%E8%88%AA\).pdf)》

[fengdu78/lihang-code](https://github.com/fengdu78/lihang-code) -《统计学习方法》的代码实现

[Dod-o/Statistical-Learning-Method\_Code](https://github.com/Dod-o/Statistical-Learning-Method_Code) - 手写实现李航《统计学习方法》书中全部算法

## 应用机器学习

《[Python机器学习基础教程](https://github.com/zhixingchou/BooksPDF/blob/master/%E6%95%B0%E6%8D%AE%E7%A7%91%E5%AD%A6/Python%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E5%9F%BA%E7%A1%80%E6%95%99%E7%A8%8B.pdf)》

《面向资产管理者的机器学习》

《机器学习与资产定价》

## 复杂系统

《资本市场的混沌与秩序》

《信息与自组织 复杂系统的宏观方法》

## 深度学习

## 人工智能应用


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