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The problem's pretty obviously the Python implementation...Throwing more cores at it isn't really going to help. Is it even easy to parallelise SVM training?
by syllogism 11y ago
The problem's pretty obviously the Python implementation...Throwing more cores at it isn't really going to help.
Is it even easy to parallelise SVM training?
- moridin007 11y agoso the solution would be move from python to go? like python isn't that good for ML algorithms?
- syllogism 11y agoPython's fine if the heavy lifting is in a C extension. I use Cython for this; others prefer just numpy, maybe something like numba. But you can't just have a Python list of floats. Java, C++, Scala and Julia are all popular choices. Go is probably fine too, although I know less about it.
- Lofkin 11y agoActually list support in numba is WIP