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get mail notifications when your training is completed

Project description


Pypi package to send an email to yourself whenever the training of your model has finished.

You can install the package using:

pip install gmail-trainer

The first step is to go to this website to enable the Gmail API:

Once you have enabled the API, a credentials.json file gets downloaded. Put it in your working directory and execute this code:

from gmail_trainer import SendMail
gmail = SendMail()
service = gmail.create_credentials()

A chrome page opens up and asks you to allow the API to access sending mails. Once its done a token.pickle file containing the access codes is created in your working directory. You can even copy that file to other directories to enable gmail-trainer for other projects as well.

Now that you have your pickle file ready and are about to start training a long deep neural network, you can add this code snippet at the end of your training. The message content could contain the performance of your algorithm. As long as its a String.

message = gmail.CreateMessage(address='',
                              msgPlain='Your message containing your algorithm performance as a String. This will be the body of the email.')
result = gmail.send_msg(service, message)

Now you will get an email once the training is done ! Which you can check on your phone. This is ideal if you want to take some time off your laptop screen.

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