Machine Learning (ML) algorithms for disk.frame
diskframe / disk.frame.ml Goto Github PK
View Code? Open in Web Editor NEWMachine Learning (ML) algorithms for disk.frame
License: MIT License
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Online learning compatibility with vowpal wabbit
Hi,
I like speedy and efficient preprocessing of data with disk.frame. Would be cool to be well integrated with efficient online learner vowpal wabbit.
i.e.
https://github.com/denik/vwoptimize
in the sense of providing an integrated way to dump disk.frames in vw readable csv and maybe even call it via reticulate? that would likely be more in scope of your disk.frame.ml package, though.
Some ideas for ml
Mostly wrappers i.e. via reticulate or java.
https://cran.r-project.org/web/packages/SSOSVM/index.html
https://cran.r-project.org/web/packages/RMOA/index.html
https://github.com/creme-ml/creme
ideally, one would merge partial models as possible in the random ferns package:
https://cran.r-project.org/web/packages/rFerns/index.html (edited)
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