深度学习各种模型

transformer
https://blog.youkuaiyun.com/longxinchen_ml/article/details/86533005

resnet

https://zhuanlan.zhihu.com/p/31852747
https://blog.youkuaiyun.com/yaochunchu/article/details/95527188

yolo

https://zhuanlan.zhihu.com/p/25236464

多层感知机：就是多个全连接层
https://blog.youkuaiyun.com/fg13821267836/article/details/93405572

GAN
最初的G生成器和D判别器由多层感知器组成，先训练D，假数据分数对应0，真数据分数对应1.
https://blog.youkuaiyun.com/leviopku/article/details/81292192
DCGAN,WGAN,WGAN-GP,CGAN,pix2pix,cycleGAN,starGAN
https://zhuanlan.zhihu.com/p/104186393
代码实战,公式讲解的比较详细
https://blog.youkuaiyun.com/sinat_33761963/article/details/86553619
文本生成GAN,TextGAN,SeqGAN,LeakGAN
https://blog.youkuaiyun.com/ycy0706/article/details/80425091
SeqGAN,以及该团队之后提出的LeakGAN(可处理更长文本，40个单词)
https://www.leiphone.com/category/ai/QRJPQr3jCOtY7ncQ.html
GAN 理论讲解，极大似然估计，KL散度，JS散度
https://blog.youkuaiyun.com/wangwei19871103/article/details/92826661