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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 #46128

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 #45386 from ROCmSoftwarePlatform:google_upstream_rocm_misc_update_201203
2020-12-09 07:38:17 -08:00
layers
Merge pull request #46410 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
We need to bring in the classes from advanced_activations if there are no custom objects specified. When no custom objects are specified, our module_objects/globals() in activations.deserialize() won't contain any advanced_activations.
2020-08-20 20:15:44 -04:00
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
Update tests under Keras to use combination.
2020-03-06 11:55:08 -08:00
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 #45386 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
Update tests under keras to use combinations.
2020-03-14 15:56:20 -07:00
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
Add test combinations for Keras test.
2020-03-04 14:24:59 -08:00
combinations.py
This change adds WIP support for using KerasTensor objects in Keras's functional API instead of symbolic graph tf.Tensors. It is controlled by an internal behavior flag that is disabled by default and is not yet exposed in TF's APIs.
2020-06-05 15:47:28 -07:00
constraints_test.py
Update tests under Keras to use combination.
2020-03-06 11:55:08 -08:00
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
Loose the check for regularizer and convert None to default value.
2020-06-30 13:59:02 -07:00
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

README.md

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.