This is sample repos for how to use Keras Tuner to perform hyper-parameter tuning in Databricks.
- pneumonia_classification_challenge_v1.ipynb <-- Origional model training without Keras Tuner.
- pneumonia_classification_challenge_v2.ipynb <-- Using Keras Tuner for hyper-paramter tuning, to search best combination for highest validation accurary.
- pneumonia_classification_challenge_v3_resnet50.ipynb <-- Using ResNet50 model architecture to train model.
- Keras Tuner documentation
- Hyper-parameter Auto Tuning (Keras Tuner with Databricks)