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trthatcher / MLKernels.jl

Machine learning kernels in Julia.
http://trthatcher.github.io/MLKernels.jl/dev/
MIT License
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tag a new version #50

Closed gdkrmr closed 7 years ago

gdkrmr commented 7 years ago

I am developing a package that depends on MLKernels, but the latest tagged version is 2 years old, which makes it hard to specify dependencies.

If you are interested: https://github.com/gdkrmr/KernelRidgeRegression.jl

gdkrmr commented 7 years ago

thanks!

trthatcher commented 7 years ago

Pull request for Julia 0.5 is here (0.2 tag): https://github.com/JuliaLang/METADATA.jl/pull/10019

Nice package! Definitely going to follow that. Any papers you recommend? I was a aware of KRR but I've not read up on it.

gdkrmr commented 7 years ago

I can recommend the following:

Schölkopf, B., Luo, Z., Vovk, V. (Eds.), 2013. Empirical Inference. Springer Berlin Heidelberg, Berlin, Heidelberg.

Saunders, C., Gammerman, A., Vovk, V., 1998. Ridge Regression Learning Algorithm in Dual Variables, in: In Proceedings of the 15th International Conference on Machine Learning. Morgan Kaufmann, pp. 515–521.

Cristianini, N., Shawe-Taylor, J.: An Introduction to Support Vector Machines and Other Kernel-Based Methods. Cambridge University Press, Cambridge (2000)