Pneumonia Classification Challenge Databricks

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)