# 目录

* [简介](README.md)
* [基础知识](basic/README.md)
  * [模型评估](basic/evaluation.md)
  * [深度学习基础](basic/deep_basic.md)
  * [深度学习简述](basic/deep_learn.md)
  * [数学基础](basic/math_basis.md)
  * [图像相关](basic/pic/README.md)

* [决策树](decisionTree/README.md)

* [回归问题](regression/README.md)
  * [线性模型](regression/线性模型.md)

* [k-近邻算法](knn/README.md)

* [支持向量机](svm/README.md)

* [贝叶斯分类器](bayes/README.md)

* [神经网络](nn/README.md)
  * [RNN详解](nn/rnn.md)
  * [CNN详解](nn/cnn.md)
  * [多任务学习](nn/multi_task.md)
  * [ResNet详解](nn/ResNet.md)

* [目标检测](targetDetection/README.md)

* [自然语言理解与交互](nlp/README.md)

* [强化学习](rl/README.md)