[optim] Add general documentation on our algorithm defaults (#95391) #95516
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I added a section + table under Algorithms
https://docs-preview.pytorch.org/95391/optim.html?highlight=optim#module-torch.optim
Pull Request resolved: #95391
Approved by: https://github.com/albanD