name | class | transform | prior | trainable | shape | dtype | value |
---|---|---|---|---|---|---|---|
name | class | transform | prior | trainable | shape | dtype | value |
GPR.kernel.variance | Parameter | Softplus | True | () | float64 | 0.2909415851764535 | |
GPR.kernel.lengthscales | Parameter | Softplus | True | (6,) | float64 | [11.58742091, 0.58887126, 7.91572901... | |
GPR.likelihood.variance | Parameter | Softplus + Shift | True | () | float64 | 1.3118053163067638e-05 | |
GPR.kernel.variance | Parameter | Softplus | True | () | float64 | 0.2853734936401695 | |
GPR.kernel.lengthscales | Parameter | Softplus | True | (8,) | float64 | [3.88382144e+03, 1.18366488e+01, 6.80813529e+00... | |
GPR.likelihood.variance | Parameter | Softplus + Shift | True | () | float64 | 9.735670937684951e-06 |
name | class | transform | prior | trainable | shape | dtype | value |
---|---|---|---|---|---|---|---|
name | class | transform | prior | trainable | shape | dtype | value |
SquaredExponential.variance | Parameter | Softplus | True | () | float64 | 0.4682764543328539 | |
SquaredExponential.lengthscales | Parameter | Softplus | True | (7,) | float64 | [1., 1., 1.... | |
SquaredExponential.variance | Parameter | Softplus | True | () | float64 | 0.46827645433285414 | |
SquaredExponential.lengthscales | Parameter | Softplus | True | (7,) | float64 | [1., 1., 1.... |
\n", - " | SolRad_1 | \n", - "OutsideTemp_1 | \n", - "SimulatedHeat_1 | \n", - "SimulatedHeat_2 | \n", - "SimulatedTemp_1 | \n", - "SimulatedTemp_2 | \n", - "SimulatedTemp_3 | \n", - "
---|---|---|---|---|---|---|---|
0 | \n", - "-1.0 | \n", - "-0.989031 | \n", - "0.999999 | \n", - "0.999999 | \n", - "-0.217362 | \n", - "-0.470794 | \n", - "-0.158748 | \n", - "
1 | \n", - "-1.0 | \n", - "-0.959781 | \n", - "0.999999 | \n", - "0.999999 | \n", - "-0.201597 | \n", - "-0.217362 | \n", - "-0.470794 | \n", - "
2 | \n", - "-1.0 | \n", - "-0.945155 | \n", - "0.999999 | \n", - "0.999999 | \n", - "-0.185180 | \n", - "-0.201597 | \n", - "-0.217362 | \n", - "
3 | \n", - "-1.0 | \n", - "-0.963437 | \n", - "0.999999 | \n", - "0.999999 | \n", - "-0.172228 | \n", - "-0.185180 | \n", - "-0.201597 | \n", - "
4 | \n", - "-1.0 | \n", - "-0.981718 | \n", - "0.999999 | \n", - "0.999999 | \n", - "-0.162107 | \n", - "-0.172228 | \n", - "-0.185180 | \n", - "
5 | \n", - "-1.0 | \n", - "-1.000000 | \n", - "0.999998 | \n", - "0.999999 | \n", - "-0.154548 | \n", - "-0.162107 | \n", - "-0.172228 | \n", - "
6 | \n", - "-1.0 | \n", - "-1.018282 | \n", - "0.999999 | \n", - "0.999998 | \n", - "-0.149267 | \n", - "-0.154548 | \n", - "-0.162107 | \n", - "
7 | \n", - "-1.0 | \n", - "-1.007313 | \n", - "0.999999 | \n", - "0.999999 | \n", - "-0.146012 | \n", - "-0.149267 | \n", - "-0.154548 | \n", - "
8 | \n", - "-1.0 | \n", - "-0.996344 | \n", - "0.772654 | \n", - "0.999999 | \n", - "-0.142338 | \n", - "-0.146012 | \n", - "-0.149267 | \n", - "
\n", - " | SolRad_1 | \n", - "OutsideTemp_1 | \n", - "SimulatedHeat_1 | \n", - "SimulatedHeat_2 | \n", - "SimulatedTemp_1 | \n", - "SimulatedTemp_2 | \n", - "SimulatedTemp_3 | \n", - "
---|---|---|---|---|---|---|---|
0 | \n", - "-1.0 | \n", - "-0.989031 | \n", - "0.999999 | \n", - "0.999999 | \n", - "-0.217362 | \n", - "-0.470794 | \n", - "-0.158748 | \n", - "
1 | \n", - "-1.0 | \n", - "-0.959781 | \n", - "0.999999 | \n", - "0.999999 | \n", - "-0.201597 | \n", - "-0.217362 | \n", - "-0.470794 | \n", - "
2 | \n", - "-1.0 | \n", - "-0.945155 | \n", - "0.999999 | \n", - "0.999999 | \n", - "-0.185180 | \n", - "-0.201597 | \n", - "-0.217362 | \n", - "
3 | \n", - "-1.0 | \n", - "-0.963437 | \n", - "0.999999 | \n", - "0.999999 | \n", - "-0.172228 | \n", - "-0.185180 | \n", - "-0.201597 | \n", - "
4 | \n", - "-1.0 | \n", - "-0.981718 | \n", - "0.999999 | \n", - "0.999999 | \n", - "-0.162107 | \n", - "-0.172228 | \n", - "-0.185180 | \n", - "
5 | \n", - "-1.0 | \n", - "-1.000000 | \n", - "0.999998 | \n", - "0.999999 | \n", - "-0.154548 | \n", - "-0.162107 | \n", - "-0.172228 | \n", - "
6 | \n", - "-1.0 | \n", - "-1.018282 | \n", - "0.999999 | \n", - "0.999998 | \n", - "-0.149267 | \n", - "-0.154548 | \n", - "-0.162107 | \n", - "
7 | \n", - "-1.0 | \n", - "-1.007313 | \n", - "0.999999 | \n", - "0.999999 | \n", - "-0.146012 | \n", - "-0.149267 | \n", - "-0.154548 | \n", - "
8 | \n", - "-1.0 | \n", - "-0.996344 | \n", - "0.772654 | \n", - "0.999999 | \n", - "-0.142338 | \n", - "-0.146012 | \n", - "-0.149267 | \n", - "