Scikit-Learn API wrapper for Keras.

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License: MIT License (MIT)

Author: Adrian Garcia Badaracco

Tags keras, tensorflow, scikit-learn, deep-learning, python

Requires: Python >=3.6.7, <3.9

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Project description

Scikit-Learn Wrapper for Keras

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Scikit-Learn compatible wrappers for Keras Models.

Why SciKeras

SciKeras is derived from and API compatible with tf.keras.wrappers.scikit_learn. The original TensorFlow (TF) wrappers are not actively mantained, and may be deprecated at some point.

An overview of the advantages and differences as compared to the TF wrappers can be found in our migration guide.

Installation

This package is available on PyPi:

pip install scikeras

The only dependencies are scikit-learn>=0.22 and TensorFlow>=2.2.0.

Migrating from tf.keras.wrappers.scikit_learn

Please see the migration section of our documentation.

Documentation

Documentation is available on ReadTheDocs.

Contributing

See CONTRIBUTING.md

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Meta

License: MIT License (MIT)

Author: Adrian Garcia Badaracco

Tags keras, tensorflow, scikit-learn, deep-learning, python

Requires: Python >=3.6.7, <3.9

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0.13.0

0.12.0

0.11.0

0.10.0

0.9.0

0.8.0

0.7.0

0.6.1

0.6.0

0.4.1

0.4.0

0.3.3

0.3.1

0.3.0

This version

0.2.1

0.2.0

0.1.8

0.1.7

0.1.6

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