TensorFlow Decision Forests tutorials

Stay organized with collections Save and categorize content based on your preferences.

The following notebooks are available:

Beginner Colab: Learn about the basic about model training, evaluation and exportation.

Intermediate Colab: How to consume text and combine decision forest with neural networks.

Advanced Colab: How to inspect and create model structures directly.

Model composition Colab: How to compose decision forests and neural networks together.

Proximities and Prototypes with Random Forests: Measure the distance between tabular examples and use it to understand a model and its predictions.

Automatic hyper-parameter tuning: Automatically select the best hyper-parameters for a model.