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10 Stochastic Gradient Descent Optimisation Algorithms + Cheatsheet

Stochastic gradient descent optimisation algorithms you should know for deep learning

Raimi Karim
Towards Data Science
12 min readNov 22, 2018

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(I maintain a cheat sheet of these optimisers including RAdam in my blog here.)

Changelog:
5 Jan 2022 — Fix typos
4 May 2020 — Fix typo in Nadam formula in Appendix 2
21 Mar 2020 —

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