# 过拟合和正则化

- [过拟合](/nielsen-nndl/introduction-2/guo-ni-he-he-zheng-ze-hua/1.md)
- [L2正则化](/nielsen-nndl/introduction-2/guo-ni-he-he-zheng-ze-hua/2.md)
- [在当前神经网络中使用L2正则化](/nielsen-nndl/introduction-2/guo-ni-he-he-zheng-ze-hua/3.md)
- [其它问题](/nielsen-nndl/introduction-2/guo-ni-he-he-zheng-ze-hua/4.md)
- [L1正则化](/nielsen-nndl/introduction-2/guo-ni-he-he-zheng-ze-hua/5.md)
- [dropout正则化](/nielsen-nndl/introduction-2/guo-ni-he-he-zheng-ze-hua/6.md)
- [人为扩充训练数据](/nielsen-nndl/introduction-2/guo-ni-he-he-zheng-ze-hua/7.md)
