metrics_and_hyperparams.py

from keras.metrics import BinaryAccuracy, Precision, Recall

METRICS = [
    BinaryAccuracy(name='accuracy'),
    Precision(name='precision'),
    Recall(name='recall'),
]  # metrics to track

# hyperparameters to track
embedding_size = [32, 128]
dropout = [0.01, 0.1]
filters = [16, 32, 64]
kernel_size = [3, 5, 7]
pool_size = [2, 4]
lstm_output_size = [16, 64]
batch_size = [8, 16, 32]