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Mish is a new novel activation function proposed in - https://arxiv.org/abs/1908.08681
It has shown promising results so far and has been adopted in several packages including:
TensorFlow Addons
FastAI-dev
SpaCy
Thinc
DarkNet
Yolo V3
All benchmarks, analysis and links to official package implementations can be found in this repository - https://github.com/digantamisra98/Mish
It would be nice to have Mish as an option within the activation function group.