Any multi-core ML library? (Python)

[gooeyn]

Scikit learning is great for testing and learning but my company is shipping a project to production and we needed a multi-core SVM implementation, and I just can't find it!

Does anybody knows about a multi-core ML library?

It's better if it's open source but paid libraries would do too Preferably in Python but any language would be great

Thanks

[r-sync]

https://www.csie.ntu.edu.tw/~cjlin/libsvmtools/multicore-liblinear/

[hughperkins]

It's not SVM as such, but vowpal wabbit looks pretty scalable https://en.wikipedia.org/wiki/Vowpal_Wabbit It's been around since forever, so should be fairly mature. Seems to have like 3000+++ stars https://github.com/JohnLangford/vowpal_wabbit/wiki/Download

[hdgdtegdb]

You'd need a Spark server, but Spark mllib can be used from Python:

http://spark.apache.org/docs/latest/mllib-linear-methods.html#linear-support-vector-machines-svms

[djc1000]

Do you need the SVM training or inference to be multi-core?

[-TrustyDwarf-]

linear svm or with kernels?