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TensorFlow Lattice 2.0.4

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@mmilanifard mmilanifard released this 14 Apr 22:25
· 44 commits to master since this release

Changes:

  • Save/load support for Keras models (HDF5/H5 format)
  • RTL layer: An ensemble of Lattice layers that takes in a collection of monotonic and unconstrained features and randomly arranges them into lattices of a given rank.
  • AggregateFunction Premade model and Aggregation layer: Applies monotonic function on set inputs passed in as ragged tensors.
  • Crystals Lattice ensemble with Premade model
  • Feature updates to Lattice layer
  • Updates to tutorials
  • Bug fixes

PyPI release:

  • Generic package for py2/py3 that should work for TF 1.15 or TF 2.x.