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Extend the application zoo #26

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chrishkchris opened this issue Jun 15, 2020 · 0 comments
Open

Extend the application zoo #26

chrishkchris opened this issue Jun 15, 2020 · 0 comments

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@chrishkchris
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chrishkchris commented Jun 15, 2020

To extend the application zoo, we may reuse some singa-auto example for UI demo
https://github.com/nusdbsystem/singa-auto/tree/master/examples/models

Some applications may be useful for healthcare, depending on the dataset we used to train the model

  1. First we can have tabular regression/regression inference UI:
    For regression we can show some graph like the figures in https://en.wikipedia.org/wiki/Linear_regression#:~:text=In%20statistics%2C%20linear%20regression%20is,is%20called%20simple%20linear%20regression.
    i.e. the relationship plot between the input and output, or show the data in a table format for inference result.

  2. Pos Tagging
    We can plot some figures like this
    https://blog.aaronccwong.com/2019/building-a-bigram-hidden-markov-model-for-part-of-speech-tagging/

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