improvements to samplers and tutorials (#182)

* modified sampler to sample training points with seeded randomness * updated plotting utilities * forced different model plots to use the same colorbars * training sigma_sq of fixed model for consistency * fixed a major optimization bug that was causing at least the anisotropic length scales to not properly update in an optimized model
LLNL · Aug 4, 2023 · 09eeb59 · 09eeb59
1 parent ebf0787
commit 09eeb59
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diff --git a/MuyGPyS/_src/optimize/chassis/numpy.py b/MuyGPyS/_src/optimize/chassis/numpy.py
@@ -30,6 +30,7 @@ def _new_muygps(muygps: MuyGPS, x0_names, bounds, opt_dict) -> MuyGPS:
             ret.kernel._hyperparameters[name]._update_knot_values(**{key: val})
         else:
             ret.kernel._hyperparameters[key]._set_val(val)
+    ret._make()
     return ret