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pytorch / opacus / 13066224604
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Improve documentation of Github and Website (#723)

Summary:
Pull Request resolved: https://github.com/pytorch/opacus/pull/723

Improve the documentation of Github and Opacus website, specifically:
1. Added a "Latest updates" section in Github `readme`.
2. Updated outdated documentation, and highlighted new features like Ghost clipping.
3. Fixed the API library from the website which did not include some newly added files (e.g., `fast_gradient_clipping_utils`).

Reviewed By: iden-kalemaj

Differential Revision: D68637848

fbshipit-source-id: d8a46d88f
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