tensorflow / decision-forests

A collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models in Keras.
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"The list of available hyper-parameters is available at: go/simple_ml/hyper_parameters " #125

Closed TheJeran closed 2 years ago

TheJeran commented 2 years ago

I can't find a list of hyper parameters. On the core page under learner_params https://www.tensorflow.org/decision_forests/api_docs/python/tfdf/keras/CoreModel

It simply says

"Hyper-parameters for the learner. The list of available hyper-parameters is available at: go/simple_ml/hyper_parameters."

Is this an error?

TheJeran commented 2 years ago

I just found this tutorial https://colab.research.google.com/github/tensorflow/decision-forests/blob/main/documentation/tutorials/automatic_tuning_colab.ipynb#scrollTo=Dm_lJxjkyatR

Which links to this page

https://github.com/google/yggdrasil-decision-forests/blob/main/documentation/learners.md

which appear to be the hyperparameters.

Seeing as a google search for "go/simple_ml/hyper_parameters" only yields two results both of which are the sentences above... I would suggest updating it?

rstz commented 2 years ago

You are right, the link is incorrect. Thank you for looking up the correct one. This will be updated with the next update to the Tensorflow website.