- update server code to return boolean saying whether the email is spam or not.
- the request data type:
params -> String[][] returns -> Double[][]- might skip this since it would be too much work. I can just update the model to take in more than 150 characters - update the server code to receive the data in double arrays
- analyze and label data for ml
- touch up on ui - Looks good enough
- Must find a way to incoporate model into an app
make my own gmail siteNOTE: Too complicatedmake my email interface in terminalsort of similar to- make an app where you paste text from an email
- browser extension NOTE: Bingo!
- div#:mp.ii.gt - to access the gmail content
- https://stackoverflow.com/questions/41971587/how-to-convert-predicted-sequence-back-to-text-in-keras
- https://machinelearningmastery.com/sequence-classification-lstm-recurrent-neural-networks-python-keras/
- https://www.tensorflow.org/alpha/tutorials/sequences/text_classification_rnn
Can try to make a terminal email viewer and implement my own spam detectorhttps://gist.github.com/robulouski/7442321https://stackoverflow.com/questions/4908472/how-to-receive-mail-using-pythonhttps://gist.github.com/robulouski/7441883For sending emails- https://stackoverflow.com/questions/19164474/chrome-extension-get-selected-text - highlighting text
- https://groups.google.com/a/chromium.org/forum/#!topic/chromium-extensions/vt2H2riRLVE
- https://stackoverflow.com/questions/2626859/chrome-extension-how-to-capture-selected-text-and-send-to-a-web-service
- Can try making a Chrome extension
- The user can highlight their email and the extentions will analyze the text and send it to a flask server. The flask server will run the model and the return the result in json. The json will hold a numerical value or a boolean represnting the content of the email. response type: 1=spam, 0=not spam.
- Make an automatic check for the email and send the message to a flask server.
- need to find a way to upload long strings:
- https://medium.freecodecamp.org/here-is-the-most-popular-ways-to-make-an-http-request-in-javascript-954ce8c95aaa
- https://stackoverflow.com/questions/10434599/how-to-get-data-received-in-flask-request
- https://stackoverflow.com/questions/29987323/how-do-i-send-data-from-js-to-python-with-flask
- https://www.w3schools.com/jquery/jquery_ajax_get_post.asp
- Cap Lee
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