Friday, 9 November 2018

Multivariate polynomial regression in javascript?

Given the limited and immature libraries for machine learning in Javascript, how can multivariate linear regression be adapted to do multivariate polynomial regression in Javascript?

The python way is to do it with sklearn.preprocessing.PolynomialFeatures, followed by a Linear Regression: http://scikit-learn.org/stable/modules/generated/sklearn.preprocessing.PolynomialFeatures.html

The ml.js library only does simple polynomial regression, that is it can only take in a 1-D input and 1-D output. https://github.com/mljs/regression-polynomial



from Multivariate polynomial regression in javascript?

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