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Added Project AGI package details
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digantamisra98 authored Dec 1, 2019
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<img src="package_logos/dnet.png" width="150"/>
<img src="package_logos/yolov3.png" width="150"/>
</p>
<p float="center">
<img src="package_logos/pagi.png" width="150"/>
</p>

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|[CNTKX - Extension of Microsoft's CNTK](https://github.com/delzac/cntkx)|[FastAI-Dev](https://github.com/fastai/fastai_dev/blob/0f613ba3205990c83de9dba0c8798a9eec5452ce/dev/local/layers.py#L441)|[Darknet](https://github.com/AlexeyAB/darknet/commit/bf8ea4183dc265ac17f7c9d939dc815269f0a213)|
|[Yolov3](https://github.com/ultralytics/yolov3/commit/444a9f7099d4ff1aef12783704e3df9a8c3aa4b3)|[BeeDNN - Library in C++](https://github.com/edeforas/BeeDNN)|[Gen-EfficientNet-PyTorch](https://github.com/rwightman/gen-efficientnet-pytorch)|
|[dnet](https://github.com/umangjpatel/dnet)|[ruby-dnn](https://github.com/unagiootoro/ruby-dnn#implemented)|[blackcat-tensors](https://github.com/josephjaspers/blackcat_tensors/commit/87fa2f427d044a120816f2bc83176bdb455ceccd)|
|[DL4S](https://palle-k.github.io/DL4S/)|[HuggingFace Transformers](https://github.com/huggingface/transformers/pull/1753)||
|[DL4S](https://palle-k.github.io/DL4S/)|[HuggingFace Transformers](https://github.com/huggingface/transformers/pull/1753)|[PAGI](https://github.com/ProjectAGI/pagi)|

Inspired by *Swish* Activation Function ([Paper](https://arxiv.org/abs/1710.05941)), **Mish** is a Self Regularized Non-Monotonic Neural Activation Function. Activation Function serves a core functionality in the training process of a Neural Network Architecture and is represented by the basic mathematical representation:
<div style="text-align:center"><img src ="Observations/act.png" width="500"/></div>
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