Deepr

Latest version: v2.13.0

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2.8.2

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Fixed
~~~~~
- Convert tuple of FileSystems into a List for skein (not cast by cluster_pack).

2.8.1

--------------------

Fixed
~~~~~
- breaking change in grad norms in Optimizer (store by query name, not variable name)

2.8.0

--------------------

Added
~~~~~
- Accuracy and AccuracyAtK metrics
- EvaluateJob
- LSTM layer (using FusedOp)
- Recursive .glob() in TFRecordReader for nested directory structures
- Experimental Keras Trainer (converts tf.keras.Model into tf.estimator.Estimator)
- Add run_id parameter to MlFlow macro (to restart a run)
- Refactor to_example logic (make ``arrays_to_example`` importable to convert NumPy arrays to tf.Example)
- Add missing macros module import
- Add batch_shape to Field

Changed
~~~~~~~
- ``__iter__`` method of `Reader` (remove context manager to avoid issue with Keras)
- use skein_launcher instead of in-house implementation using skein.

Fixed
~~~~~
- Use skip_steps when computing gradient norms in Optimizer
- Path copy_file (to support local <> HDFS copies)

2.7.0

--------------------

Added
~~~~~
- Add encoding support to Path / HDFSFile
- Movielens example
- TripletPrecision layer

Changed
~~~~~~~
- Changed default initializer for embeddings in the embeddings layer

Deprecated
~~~~~~~~~~
Removed
~~~~~~~
Fixed
~~~~~
Security
~~~~~~~~

2.6.0

--------------------

Added
~~~~~
- Add table support in ProtoPredict and ProtoExport

2.5.1

--------------------

Fixed
~~~~~
- wrong attribute in CopyDir

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