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Feature Request #1

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azev77 opened this issue Feb 5, 2021 · 5 comments
Open

Feature Request #1

azev77 opened this issue Feb 5, 2021 · 5 comments

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@azev77
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azev77 commented Feb 5, 2021

Hi @bethandtownes and thank you for this package.
We are working on SynthControl.jl and would like to implement a popular technique based on Matrix completion.
The method is described in this recent paper.
The authors have an R implementation at MCPanel.R.
I wonder if it would be difficult to implement a Julia version?

@bethandtownes
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I am working on implementing this algorithm myself. I wouldn't say it's difficult. It's not too different from the traditional nuclear norm approach. So it's certainly doable.

@azev77
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azev77 commented Feb 5, 2021

Awesome! Are you an economist? What do you use it for?

@bethandtownes
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bethandtownes commented Feb 5, 2021

@azev77 My work mostly lies in Stats and CS. My intention is to make this package a Meta package for various kinds of MatrixCompletion Algorithms in the recent years with a user friendly GUI interface. I have been focusing on GUI part of the software recently but I guess that can wait a bit.

If you can tell me more what's your use case even vaguely, it would definitely help me with the implementation.

Awesome! Are you an economist? What do you use it for?

@azev77
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azev77 commented Feb 5, 2021

We would like to add a Matrix Completion estimator to SynthControl.jl.

Using the method described in this recent paper implemented in MCPanel.R.
It would be great if there was a package that did this in Julia.

@bethandtownes
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@azev77 cool. I will keep it in mind.

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