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replicated the cubic sine example into warped_gp tests for code coverage

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beckdaniel 2016-04-07 17:52:59 +01:00
parent 0b32bdf9a6
commit 3e27748b42
2 changed files with 26 additions and 0 deletions
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4
GPy/examples/regression.py
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@ -564,9 +564,13 @@ def warped_gp_cubic_sine(max_iters=100):
warp_k = GPy.kern.RBF(1)
warp_f = GPy.util.warping_functions.TanhFunction(n_terms=2)
warp_m = GPy.models.WarpedGP(X, Y, kernel=warp_k, warping_function=warp_f)
warp_m['.*\.d'].constrain_fixed(1.0)
m = GPy.models.GPRegression(X, Y)
m.optimize_restarts(parallel=False, robust=True, num_restarts=5, max_iters=max_iters)
warp_m.optimize_restarts(parallel=False, robust=True, num_restarts=5, max_iters=max_iters)
#m.optimize(max_iters=max_iters)
#warp_m.optimize(max_iters=max_iters)
print(warp_m)
print(warp_m['.*warp.*'])