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Add functions for statistical analysis in SQL #8493

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jasperjiaguo opened this issue Apr 8, 2022 · 3 comments
Open

Add functions for statistical analysis in SQL #8493

jasperjiaguo opened this issue Apr 8, 2022 · 3 comments
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@jasperjiaguo
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jasperjiaguo commented Apr 8, 2022

As discussed with @siddharthteotia, consider adding some common statistical analysis methods SQL language.

Few examples:

  1. Pearson's coefficient
  2. Sampling (bernoulli/stratified)
  3. Histogram
  4. Entropy
  5. Linear regression
  6. Logistic regression
  7. SVM
@jasperjiaguo
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jasperjiaguo commented Apr 8, 2022

Designing the one request - multiple (sequential) queries model for statistical functions. Planning to use mini-batch stochastic gradient descent for regression algorithms 2. 3. 4.

@siddharthteotia
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siddharthteotia commented Apr 8, 2022

Supporting histogram, entropy like computations could also be potentially useful

@shahharshil46
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shahharshil46 commented Apr 4, 2024

Anyone working for supporting Sampling?
Do we know how much effort is it going to be ? will it be few days or weeks?

@jasperjiaguo @siddharthteotia

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