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Snorkel for Geospatial Data Activity Classification
Hi, I am currently working on the activity classification for points in a GPS trajectory, currently I want to classify each of the point in a GPS trajectory in one of the 3 activites based on the change in GPS direction(bearing difference) and the speed : 1. If the speed is low…
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I wrote a medium post on how to use snorkel for multi-label.
If you would like to use it, feel free. https://towardsdatascience.com/using-snorkel-for-multi-label-annotation-cc2aa217986a
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Is there going to be a dependency learning feature soon?
I wonder if there is a plan to integrate the dependency learning feature in the Snorkel?
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validate weak labels
I'm wondering if there are some papers that addressed how to validate weak labels without large-scale ground-truth labels?
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Definition of the label model
First of all, thanks for your great work on Snorkel, especially the new version. I have a question regarding the paper "Training complex models with multi-task weak supervision", which describes the new, matrix-style completion approach for estimating the label model in Snorkel.…
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Snorkel in Venture Capital
I do applied research at Georgian Partners, a growth-stage venture capital firm in Toronto, Canada. We have found Snorkel to be a useful tool in consolidating various heuristics on what makes a company successful / interesting for us. Furthermore, some of our portfolio companies…
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#MAGAZINEgts, a #DigitalHumanities #AI/#ML #CitizenScientist Research Project
I am a 68-year-old post-cancer #PayItForward #CitizenScientist working at the intersection of #DigitalHumanities and #AI/#ML. My applied research is focused on the development of #MAGAZINEgts, a ground-truth storage format for serial publications, especially historic magazines…
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New Member Self-Introductions, please
With this new channel for the Snorkel community to grow and communicate, as a new member I would very much like to know who we are and what our current research/activity interests are beyond the 140-character bios of our profiles. Thank you. P.S. Moderator/admin folk, perhaps…
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