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Core ML Tools
=============

.. image:: logo.png
   :alt: Core ML Tools logo
   :align: left
   :class: imgnoborder

`Convert models from TensorFlow, PyTorch, and other libraries to Core ML.`

This guide includes instructions and examples. For details about using the API classes and methods, see the `coremltools API Reference <https://apple.github.io/coremltools/index.html>`_.

:ref:`genindex`  |  :ref:`search`

--------------

.. toctree::
   :maxdepth: 1
   :caption: API Reference

   coremltools API Reference <https://apple.github.io/coremltools/index.html>
   Core ML Model Format <https://apple.github.io/coremltools/mlmodel/index.html>

.. toctree::
   :maxdepth: 1
   :caption: Overview

   source/overview-coremltools.md
   source/installing-coremltools.md
   source/introductory-quickstart.md
   source/new-features.md
   source/faqs.md
   source/coremltools-examples.md
   source/how-to-contribute.md

.. toctree::
   :maxdepth: 1
   :caption: Unified Conversion

   source/unified-conversion-api.md
   source/convert-learning-models.rst
   source/convert-tensorflow.rst
   source/convert-pytorch.rst
   source/conversion-options.rst
   source/model-intermediate-language.md

.. toctree::
   :maxdepth: 1
   :caption: Optimization

   source/opt-overview.md
   source/opt-whats-new.md
   source/opt-overview-examples.rst
   source/opt-workflow.md
   source/opt-palettization.rst
   source/opt-quantization.rst
   source/opt-pruning.rst
   source/opt-joint-compression.md
   source/opt-conversion.md
   source/quantization-neural-network.md



.. toctree::
   :maxdepth: 1
   :caption: Other Converters

   source/libsvm-conversion.md
   source/sci-kit-learn-conversion
   source/xgboost-conversion


.. toctree::
   :maxdepth: 1
   :caption: MLModel

   source/mlmodel.md
   source/multifunction-models.md
   source/xcode-model-preview-types.md
   source/mlmodel-utilities.md
   source/model-prediction.md
   source/updatable-model-examples.rst
   source/mlmodel-debugging-perf-utilities.md