hadsed / PyGPML

Gaussian process regression code.

hadsed/PyGPML Issues

example testsin.py does not work for RBF kernel
Updated 3 years ago
Revise tests for core.py
Updated 10 years ago
Use scipy.spatial.distance.cdist() instead of custom sq_dist()
Closed 11 years ago2
Remove dependence on Numpy matrix classes
Closed 11 years ago2
Add tests for core, kernel, inf, lik, mean, and an example GP
Updated 11 years ago3
Give useful advice when optimization breaks
Updated 11 years ago
Change argument names in means, kernels, and likelihood functions
Closed 11 years ago1
Remove evals() when resolving model functions (i.e. kernels, likelihods, etc.)
Closed 11 years ago2
Make hyperparameters a struct to separate hyperparams from different functions
Closed 11 years ago1
Rewrite train() to include actual optimization routine calls
Closed 11 years ago1
Break up core.py functions into smaller pieces
Updated 11 years ago
Allow fixing of arbitrary hyperparameters
Updated 11 years ago