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Corrected typo in README.md and added sigmoid act.

Brandon Rohrer requested to merge github/fork/gkaissis/main into main

Created by: gkaissis

Quick PR to fix a single typo in README and add a sigmoid activation to the framework while I am sitting in a train and bored. Please let me know what needs working on next and/ or if documentation, style guides, tests etc. are needed and I'll try to contribute.

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