Download, scan, and work on email with machine learning.
./bin/download-gmail is a script that will connect over IMAP to your GMail account
downloading your messages and compiling them into a local SQLite database. From there
training and testing datasets can be concocted.
The training file format is processed by mailscanner.datasets.LabeledTextFileDataset that uses
a relatively simple format of with one sample per line.
Note that this is a full in memory data-set, which aids training time, but may require sampling if your actual source data is larger than your computer!
mailscanner.server.server exposes a Swagger REST service that classifies email from
text.