# estimator

**Repository Path**: ByteDance/estimator

## Basic Information

- **Project Name**: estimator
- **Description**: TensorFlow Estimator
- **Primary Language**: Unknown
- **License**: Apache-2.0
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2022-08-26
- **Last Updated**: 2025-12-16

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

-----------------
| **`Documentation`** |
|-----------------|
| [![Documentation](https://img.shields.io/badge/api-reference-blue.svg)](https://www.tensorflow.org/api_docs/python/tf/estimator) |

TensorFlow Estimator is a high-level TensorFlow API that greatly simplifies machine learning programming.
Estimators encapsulate training, evaluation, prediction, and exporting for your model.

## Getting Started

See our Estimator [getting started guide](https://www.tensorflow.org/guide/estimators) for an introduction to the Estimator APIs.

## Installation

`tf.estimator` is installed when you install the TensorFlow pip package. See [Installing TensorFlow](https://www.tensorflow.org/get_started/os_setup.html) for instructions.

## Developing

If you want to build TensorFlow Estimator locally, you will need to [install Bazel](https://docs.bazel.build/versions/master/install.html) and [install TensorFlow]((https://www.tensorflow.org/get_started/os_setup.html)).

```sh
# To build TensorFlow Estimator whl file.
bazel build //tensorflow_estimator/tools/pip_package:build_pip_package
bazel-bin/tensorflow_estimator/tools/pip_package/build_pip_package /tmp/estimator_pip

# To run all Estimator tests
bazel test //tensorflow_estimator/...
```

## Contribution guidelines

If you want to contribute to TensorFlow Estimator, be sure to review the [contribution
guidelines](CONTRIBUTING.md).

**Note that this repository is included as a component of the main TensorFlow
package, and any issues encountered while using Estimators should be filed under
[TensorFlow GitHub Issues](https://github.com/tensorflow/tensorflow/issues),
as we do not separately track issues in this repository. You can link this
repository in any issues created as necessary.**

Please see
[TensorFlow Discuss](https://groups.google.com/a/tensorflow.org/forum/#!forum/discuss) for general questions
and discussion and please direct specific questions to
[Stack Overflow](https://stackoverflow.com/questions/tagged/tensorflow).

## License

[Apache License 2.0](LICENSE)