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* Remove keras package. In issue #109, we decided to work toward a single framework API for now. * Created tensorflow-framework/README.md and linked it from the main readme.
* Initial checkin of Keras Optimzers and helper classes. Fixed dependencies in pom.xml * Added static final NAME to replace hardcoded String in the create method. This allows the NAME to be used elsewhere instead of hardcoding the string. * Changed of method to use the DataType NAME attribute rather than hardcoding the string. added methods isFloating(), isInteger(), isNUmeric(), isBoolean() and isString() * Added method WriteFieldWithInitializer to output a "final static String OP_NAME" to each generated operation. * Added tf.nn.softmaxCrossEntropyWitLogits() and tf.nn.raw.softmaxCrossEntropyWitLogits() Added tf.nn.sparesSoftmaxCrossEntropyWithLogits() and tf.nn.raw.sparesSoftmaxCrossEntropyWithLogits() Added tf.nn.sigmoidCrossEntropyWithLogits() * Moved SoftmaxCrossEntropyWithLogits and SparseSoftmaxCrossEntropyWithLogits to org.tensorflow.op.nn.raw * Generated classes now have public static final String OP_NAME = "XXXXXXXX"; * Generated classes now have public static final String OP_NAME = "XXXXXXXX"; * fix dependencies for other Tensorflow Java modules * formatting fix * Fix ctors with name to properly pass the name to the the super ctor. * change asserts to IllegalArgumentException fix javadoc, fix casts * change asserts to IllegalArgumentException * Moved back to tests * Moved SoftmaxCrossEntropyWithLogits.java and SparseSoftmaxCrossEntropyWithLogits.java to nn.raw, added new versions of these to NnOps * Deleted files that are not necessary yet * Added nn.raw group for softmaxCrossEntropyWithLogits() and sparseSoftmaxCrossEntropyWithLogits() * Added nn.raw group for softmaxCrossEntropyWithLogits() and sparseSoftmaxCrossEntropyWithLogits() * Refactor NN into individual operations under org.tensorflow.op.nn. Fix JavaDoc. Change from snake case to camel case. * Refactor NN into individual operations under org.tensorflow.op.nn. Fix JavaDoc. Change from snake case to camel case. * Reformatted code * Added sub scope * Miscellaneous fixes based on review comments. * Fixed op_generator.cc to remove a spurious new line in the generated Java files for some Ops. This also resulted in new generated source that are also committed. * Changed back to non-generic Operand until we resolve how to handle generics. * Regenerated due to creation of SoftmaxCrossEntropyWithLogits.java, SigmoidCrossEntropyWithLogits.java, and SparseSoftmaxCrossEntropyWithLogits.java under package org.tensorflow.op.nn in * change snake case to camel case. format code * clean upd warning, format code * Added Adamax, Ftrl, and Nadam Optimizers. Added Optimizers enum for easy inclusion of a default optimizer. Cleaned up JavaDoc * Removed optimize classes from tensorflow-keras, moved optimizer test cases to framework. Created Tests for GradientDescent and Momentum * Fixed generics * Fixed from Unit test results * added @SuppressWarnings("unchecked") on Variable array * Added Support for evaluating TFloat16 * Add Activations * Remove no-arg CTORs * Fix Unit Tests to include positive and negative numbers on input. * Modify JavaDoc indicating Linear activation is also known as Identity activation * Changed DEFAULT values from private to public * Fixed last sum to be over 'e' instead of 'input' * Added tests for various parameter constructs. * added tests for 1D and 3D input * Change snake case to camel case * JavaDoc fixes * Add TFloating family * Add JavaDoc * Changed to TFloating where appropriate. Misc fixes to JavaDoc. In ReLU, change to assign to new variable 'lInput' rather than change the 'input' parameter. * Remove the test of int arguments for those classes changed to TFloating type, as they would no longer compile. * Remove the test of int arguments for those classes changed to TFloating type, as they would no longer compile. * Make LeakyRelu visible so that it is included in tf.nn. * Remove TNumber import * Add tf.nn.leakyRelu operation
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