tfl.premade_lib.build_linear_combination_layer
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Creates a tfl.layers.Linear layer initialized to be an average.
tfl.premade_lib.build_linear_combination_layer(
ensemble_outputs, model_config, dtype
)
Args |
|---|
ensemble_outputs
|
Ensemble outputs to be linearly combined.
|
model_config
|
Model configuration object describing model architecture.
Should be one of the model configs in tfl.configs.
|
dtype
|
dtype
|
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Last updated 2024-08-02 UTC.
[null,null,["Last updated 2024-08-02 UTC."],[],[],null,["# tfl.premade_lib.build_linear_combination_layer\n\n\u003cbr /\u003e\n\n|-------------------------------------------------------------------------------------------------------------------------------|\n| [View source on GitHub](https://github.com/tensorflow/lattice/blob/v2.1.1/tensorflow_lattice/python/premade_lib.py#L826-L867) |\n\nCreates a [`tfl.layers.Linear`](../../tfl/layers/Linear) layer initialized to be an average.\n\n#### View aliases\n\n\n**Main aliases**\n\n[`tfl.premade.premade_lib.build_linear_combination_layer`](https://www.tensorflow.org/lattice/api_docs/python/tfl/premade_lib/build_linear_combination_layer)\n\n\u003cbr /\u003e\n\n tfl.premade_lib.build_linear_combination_layer(\n ensemble_outputs, model_config, dtype\n )\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Args ---- ||\n|--------------------|-------------------------------------------------------------------------------------------------------------------------------------|\n| `ensemble_outputs` | Ensemble outputs to be linearly combined. |\n| `model_config` | Model configuration object describing model architecture. Should be one of the model configs in [`tfl.configs`](../../tfl/configs). |\n| `dtype` | dtype |\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Returns ------- ||\n|---|---|\n| A [`tfl.layers.Linear`](../../tfl/layers/Linear) instance. ||\n\n\u003cbr /\u003e"]]
View source on GitHub