STT-tensorflow/tensorflow/python/keras
A. Unique TensorFlower 2cc955f533 Modified the Example code such that it is executable
Github Gist for working code is https://colab.research.google.com/gist/rmothukuru/7ee2a4dabf1743aa85c8943d6f34f0b6/gh_46128.ipynb

Fixes 

PiperOrigin-RevId: 352429291
Change-Id: Ib392b88a58daf9c33c0cd48885f22716a6ca673f
2021-01-18 10:14:54 -08:00
..
api Move mixed precision files out of experimental/ directory. 2020-10-21 15:19:21 -07:00
applications PY2 removal cleanup 2021-01-15 16:48:57 -08:00
benchmarks PY2 removal cleanup 2021-01-15 16:48:57 -08:00
datasets PY2 removal cleanup 2021-01-15 16:48:57 -08:00
distribute PY2 removal cleanup 2021-01-15 16:48:57 -08:00
engine PY2 removal cleanup 2021-01-15 16:48:57 -08:00
estimator This CL allows model_to_estimator to export signatures for multi-head Keras, or customize signatures for single-head Keras. 2020-09-01 09:16:52 -07:00
feature_column Modified the Example code such that it is executable 2021-01-18 10:14:54 -08:00
initializers Fork the implementation of tf.initializer to keras. 2020-12-28 11:13:42 -08:00
integration_test Merge pull request from ROCmSoftwarePlatform:google_upstream_rocm_misc_update_201203 2020-12-09 07:38:17 -08:00
layers Merge pull request from kaixih:rnn_update_api_tf2_pr 2021-01-15 16:58:48 -08:00
legacy_tf_layers PY2 removal cleanup 2021-01-15 16:48:57 -08:00
mixed_precision PY2 removal cleanup 2021-01-15 16:48:57 -08:00
optimizer_v2 PY2 removal cleanup 2021-01-15 16:48:57 -08:00
premade PY2 removal cleanup 2021-01-15 16:48:57 -08:00
preprocessing PY2 removal cleanup 2021-01-15 16:48:57 -08:00
protobuf Move tf.Keras object identifiers into constants.py. 2020-12-02 10:22:19 -08:00
saving PY2 removal cleanup 2021-01-15 16:48:57 -08:00
tests PY2 removal cleanup 2021-01-15 16:48:57 -08:00
type [*.py,tensorflow/cc/framework/cc_op_gen.cc] Rename "Arguments:" to "Args:" 2020-12-22 09:24:04 +11:00
utils PY2 removal cleanup 2021-01-15 16:48:57 -08:00
wrappers PY2 removal cleanup 2021-01-15 16:48:57 -08:00
__init__.py SidecarEvaluator: Create a Keras SidecarEvaluator API for a dedicated evaluator task. 2020-10-29 02:13:29 -07:00
activations_test.py
activations.py [*.py,tensorflow/cc/framework/cc_op_gen.cc] Rename "Arguments:" to "Args:" 2020-12-22 09:24:04 +11:00
backend_config_test.py
backend_config.py [*.py,tensorflow/cc/framework/cc_op_gen.cc] Rename "Arguments:" to "Args:" 2020-12-22 09:24:04 +11:00
backend_test.py Merge pull request from ROCmSoftwarePlatform:google_upstream_rocm_misc_update_201203 2020-12-09 07:38:17 -08:00
backend.py Internal symbol name change. 2021-01-05 14:15:45 -08:00
BUILD PY2 removal cleanup 2021-01-15 16:48:57 -08:00
callbacks_test.py For EarlyStopping, restore the best epoch even if no epoch beats the baseline. 2021-01-12 11:08:23 -08:00
callbacks_v1_test.py
callbacks_v1.py [*.py,tensorflow/cc/framework/cc_op_gen.cc] Rename "Arguments:" to "Args:" 2020-12-22 09:24:04 +11:00
callbacks.py Fix EarlyStopping callback when no progress is ever made. 2021-01-12 12:02:58 -08:00
combinations_test.py
combinations.py
constraints_test.py
constraints.py [*.py,tensorflow/cc/framework/cc_op_gen.cc] Rename "Arguments:" to "Args:" 2020-12-22 09:24:04 +11:00
initializers_test.py Modify some v2 initializers to be able to return a value that corresponds to a partition of the entire value. This is useful for efficiently initializing sharded variables where only a shard of the initial value is necessary at a time. 2020-10-21 18:20:24 -07:00
keras_parameterized_test.py Update keras test to use public TF test API. 2020-10-27 16:03:04 -07:00
keras_parameterized.py Update keras to use collections.abc instead of collections, which will be deprecated in py3.9 2020-10-28 20:17:49 -07:00
losses_test.py Make softmax and sigmoid activation backtracking more robust. 2020-09-23 14:24:15 -07:00
losses.py Internal symbol name change. 2021-01-05 14:15:45 -08:00
metrics_confusion_matrix_test.py Add support for AUC and PR-AUC for binary classification model outputting logits. 2020-12-03 06:37:07 -08:00
metrics_correctness_test.py Move the LossReduction class from tf to Keras. 2021-01-13 13:40:14 -08:00
metrics_functional_test.py Remove the usage of eager context in test code, and replace them with test combinations. 2020-09-03 11:05:50 -07:00
metrics_test.py Add support for AUC and PR-AUC for binary classification model outputting logits. 2020-12-03 06:37:07 -08:00
metrics.py [*.py,tensorflow/cc/framework/cc_op_gen.cc] Rename "Arguments:" to "Args:" 2020-12-22 09:24:04 +11:00
models_test.py Support TF Modules inside Keras Layers and Models. 2020-10-30 12:27:12 -07:00
models.py [*.py,tensorflow/cc/framework/cc_op_gen.cc] Rename "Arguments:" to "Args:" 2020-12-22 09:24:04 +11:00
optimizer_v1.py [*.py,tensorflow/cc/framework/cc_op_gen.cc] Rename "Arguments:" to "Args:" 2020-12-22 09:24:04 +11:00
optimizers_test.py Move V1 optimizer code to a separate file optimizer_v1.py from the generic utils in optimizers.py. 2020-09-24 05:34:47 -07:00
optimizers.py [*.py,tensorflow/cc/framework/cc_op_gen.cc] Rename "Arguments:" to "Args:" 2020-12-22 09:24:04 +11:00
README.md
regularizers_test.py
regularizers.py [*.py,tensorflow/cc/framework/cc_op_gen.cc] Rename "Arguments:" to "Args:" 2020-12-22 09:24:04 +11:00
testing_utils.py [*.py,tensorflow/cc/framework/cc_op_gen.cc] Rename "Arguments:" to "Args:" 2020-12-22 09:24:04 +11:00

Keras is an object-oriented API for defining and training neural networks.

This module contains a pure-TensorFlow implementation of the Keras API, allowing for deep integration with TensorFlow functionality.

See keras.io for complete documentation and user guides.