telegram-kaggle.py

# installation
!pip install knockknock #For sending message to telegram

# Importation
from knockknock import telegram_sender 
from kaggle_secrets import UserSecretsClient
user_secrets = UserSecretsClient()
token = user_secrets.get_secret("token")
chat_id = user_secrets.get_secret("chat_id")


# Utilisation

@telegram_sender(token=token, chat_id=int(chat_id))
def train():
    history = model.fit(
        train_dataset, 
        epochs=EPOCHS, 
        callbacks=[lr_schedule],
        steps_per_epoch=STEPS_PER_EPOCH,
        validation_data=valid_dataset)
    
    string = 'Train acc:{:.4f} Train loss:{:.4f},Val acc:{:.4f} Val loss:{:.4f}'.format( \
        model.history.history['categorical_accuracy'][-1],model.history.history['loss'][-1],\
        model.history.history['val_categorical_accuracy'][-1],model.history.history['val_loss'][-1])
    return string