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Lattice methods in TensorFlow
hello, I'm having a problem with loading premade models (https://www.tensorflow.org/lattice/tutorials/premade_models) when I save the model as .tf format and load the model I would get ``` KeyError: 'layers' ``` when...
https://github.com/tensorflow/lattice/blob/master/tensorflow_lattice/python/premade_lib.py#L1474 the `interpolation=` argument to quantile was renamed to `method=`, which has additional options. Users of the modes 'nearest', 'lower', 'higher', or 'midpoint' are encouraged to review the method they...
Hello, I wanted to ask how to set up TF Lattice for creating 3D LUTs (similar to Section IV of Optimized Regression for Efficient Function Evaluation in 3D). Given pairs...
The formula for `HessianRegularizer` is not getting properly rendered on docs. The minus sign appears as a bullet point.
Hi, I'm looking at the [shape constraints](https://www.tensorflow.org/lattice/tutorials/shape_constraints) tutorial, and the results for GBDT and DNN are listed in the tutorial as follows: > * GBT Validation AUC: 0.7248634099960327 > *...
Hi, When trying to get predictions of Lattice Models on more than one batch of data at once, Errors are raised. This is a nice feature to efficiently get predictions,...
I've written custom parsers and emitters for everything from docstrings to classes and functions. However, I recently came across an issue with the TensorFlow codebase: inconsistent use of `Args:` and...
Would it be possible to include a blurb about citing tensorflow lattice for academic publications?
First off - Thank you so much for open sourcing Tensorflow lattice! It is great to make use of lattice interpolation to enforce predicate domain knowledge concerning monotonicity and convexity....
https://github.com/tensorflow/lattice/blob/master/docs/overview.md#tutorials-and-api-docs points to https://github.com/tensorflow/lattice/blob/master/docs/api_docs/python/tfl.ipynb
