TensorFlow Estimator is a high-level TensorFlow API that greatly simplifies machine learning programming. Estimators encapsulate training, evaluation, prediction, and exporting for your model.
See our Estimator getting started guide for an introduction to the Estimator APIs.
tf.estimator is installed when you install the TensorFlow pip package. See Installing TensorFlow for instructions.
# 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/...
If you want to contribute to TensorFlow Estimator, be sure to review the contribution guidelines.
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, as we do not separately track issues in this repository. You can link this repository in any issues created as necessary.