> For the complete documentation index, see [llms.txt](https://luweikxy.gitbook.io/machine-learning-notes/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://luweikxy.gitbook.io/machine-learning-notes/gradient-descent-algorithm/rmsprop.md).

# RMSprop

## RMSprop

* [返回顶层目录](https://luweikxy.gitbook.io/machine-learning-notes/gradient-descent-algorithm/pages/-LpO5vE88qYwjk5WM_Qf#目录)
* [返回上层目录](/machine-learning-notes/gradient-descent-algorithm.md)
* [各类梯度下降算法的演化](https://luweikxy.gitbook.io/machine-learning-notes/gradient-descent-algorithm/pages/-Lug-BTOJSfR83lUkeIm#各类梯度下降算法的演化)

## 各类梯度下降算法的演化

![revolution-of-gradient-descent](/files/-Lug-Cj8eWQsYrsBcgKw)

[Deep Learning 最优化方法之RMSProp](https://blog.csdn.net/bvl10101111/article/details/72616378)

[【优化算法】一文搞懂RMSProp优化算法](https://zhuanlan.zhihu.com/p/34230849)

[通俗理解指数加权平均](https://zhuanlan.zhihu.com/p/29895933)