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        "description": "# Keras Position-Wise Feed Forward\n\n[![Travis](https://travis-ci.org/CyberZHG/keras-position-wise-feed-forward.svg)](https://travis-ci.org/CyberZHG/keras-position-wise-feed-forward)\n[![Coverage](https://coveralls.io/repos/github/CyberZHG/keras-position-wise-feed-forward/badge.svg?branch=master)](https://coveralls.io/github/CyberZHG/keras-position-wise-feed-forward)\n[![Version](https://img.shields.io/pypi/v/keras-position-wise-feed-forward.svg)](https://pypi.org/project/keras-position-wise-feed-forward/)\n![Downloads](https://img.shields.io/pypi/dm/keras-position-wise-feed-forward.svg)\n![License](https://img.shields.io/pypi/l/keras-position-wise-feed-forward.svg)\n\n![](https://img.shields.io/badge/keras-tensorflow-blue.svg)\n![](https://img.shields.io/badge/keras-tf.keras-blue.svg)\n![](https://img.shields.io/badge/keras-tf.keras/eager-blue.svg)\n![](https://img.shields.io/badge/keras-tf.keras/2.0_beta-blue.svg)\n\nImplementation of position-wise feed forward layer in the paper: [Attention is All You Need](https://arxiv.org/pdf/1706.03762.pdf)\n\n## Install\n\n```bash\npip install keras-position-wise-feed-forward\n```\n\n## Usage\n\n```python\nimport keras\nfrom keras_position_wise_feed_forward import FeedForward\n\ninput_layer = keras.layers.Input(shape=(None, 32))\nfeed_forward_layer = FeedForward(units=128)(input_layer)\nmodel = keras.models.Model(inputs=input_layer, outputs=feed_forward_layer)\nmodel.compile(optimizer='adam', loss='mse')\nmodel.summary()\n```",
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