Fathom

Fathom is a supervised-learning system for recognizing parts of web pages—pop-ups, address forms, slideshows—or for classifying a page as a whole. A DOM flows in one side, and DOM nodes flow out the other, tagged with types and probabilities that those types are correct. A Prolog-like language makes it straightforward to specify the “smells” that suggest each type, and a neural-net-based trainer determines the optimal contribution of each smell. Finally, the FathomFox web extension lets you collect and label a corpus of web pages for training.

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