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**`Documentation`** |\n|-----------------|\n| [![Documentation](https://img.shields.io/badge/api-reference-blue.svg)](https://www.tensorflow.org/api_docs/python/tf/estimator) |\n\nTensorFlow Estimator is a high-level TensorFlow API that greatly simplifies machine learning programming.\nEstimators encapsulate training, evaluation, prediction, and exporting for your model.\n\n## Getting Started\n\nSee our Estimator\n[getting started guide](https://www.tensorflow.org/guide/estimator) for an\nintroduction to the Estimator APIs.\n\n## Installation\n\n`tf.estimator` is installed when you install the TensorFlow pip package. See\n[Installing TensorFlow](https://www.tensorflow.org/install) for instructions.\n\n## Developing\n\nIf you want to build TensorFlow Estimator locally, you will need to\n[install Bazel](https://docs.bazel.build/versions/master/install.html) and\n[install TensorFlow](https://www.tensorflow.org/install/pip).\n\n```sh\n# To build TensorFlow Estimator whl file.\nbazel build //tensorflow_estimator/tools/pip_package:build_pip_package\nbazel-bin/tensorflow_estimator/tools/pip_package/build_pip_package /tmp/estimator_pip\n\n# To run all Estimator tests\nbazel test //tensorflow_estimator/...\n```\n\n## Contribution guidelines\n\nIf you want to contribute to TensorFlow Estimator, be sure to review the [contribution\nguidelines](CONTRIBUTING.md).\n\n**Note that this repository is included as a component of the main TensorFlow\npackage, and any issues encountered while using Estimators should be filed under\n[TensorFlow GitHub Issues](https://github.com/tensorflow/tensorflow/issues),\nas we do not separately track issues in this repository. You can link this\nrepository in any issues created as necessary.**\n\nPlease see\n[TensorFlow Discuss](https://groups.google.com/a/tensorflow.org/forum/#!forum/discuss) for general questions\nand discussion and please direct specific questions to\n[Stack Overflow](https://stackoverflow.com/questions/tagged/tensorflow).\n\n## License\n\n[Apache License 2.0](LICENSE)\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftensorflow%2Festimator","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftensorflow%2Festimator","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftensorflow%2Festimator/lists"}