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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 Updated outdated documentation, and highlighted new features like Ghost clipping. 3.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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