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What is the best learning resource for gaussian process (kriging) using Python?
by denfromufa 10y ago
What is the best learning resource for gaussian process (kriging) using Python?
- 0xmohit 10y agoHave you seen Gaussian Processes for Machine Learning [0]? The entire text is freely available online at the mentioned URL. [0] http://www.gaussianprocess.org/gpml/ http://www.gaussianprocess.org/gpml/
- denfromufa 10y agoThat is classical resource for GP, but using Matlab. I'm looking for something practical using Python.
- 0xmohit 10y agoI haven't used it, but you may want to explore GPy [0] if you haven't already. [0] https://github.com/SheffieldML/GPy https://github.com/SheffieldML/GPy
- denfromufa 10y agoI never understood what is the difference between GPy and GP in sklearn. I'm using the latter, but still do not understand most of parameters that go into this model.