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mish15 avatar mish15 commented on June 24, 2024

@sjwhitworth as discussed, MIT licence added to our multivariable regression repo. Feel free to add what you like, or i can help out as you get the interfaces into shape...

https://github.com/sajari/regression

Also, this contains an example parsing csv's for use. It assumes a header row and float64 for data, but should be quick to smash into something more generic.

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sjwhitworth avatar sjwhitworth commented on June 24, 2024

Interfaces are designed now - can you just implement the methods defined here?
@marcoseravalli - we've got a start on regression now - can you help integrate?

https://docs.google.com/a/hailocab.com/document/d/1x21Y-g1rga0LTwC_LnKHi0y7RjFzd2Il7YB47rp7kTA/edit

For linear regression, it'd be Fit(), Predict() and Score(). I don't think you have to change too much. I can help integrate as well.

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mseravalli avatar mseravalli commented on June 24, 2024

sorry but for the time being I cannot find the time to work on this, it would be probably better to assign it to someone else

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leifg avatar leifg commented on June 24, 2024

What's the status of this? Has it been implemented in the meanwhile?

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njern avatar njern commented on June 24, 2024

This is implemented in the linear package

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lazywei avatar lazywei commented on June 24, 2024

In fact, I have implemented liblinear already, the Golang wrapper of LIBLINEAR (C library). With it, the linear algorithms (logistic regression, linear svm etc.) are ready for use. We can further wrap the cross validation if needed.
Please feel free to initiate the integration. 😄

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