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Rename simple_tester.py to develop.py
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@MArpogaus
MArpogaus authored Jul 12, 2024
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0 cml/simple_tester.py → cml/develop.py
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Old Faithful

Learning Curve

Metrics

Min of loss: -0.47752660512924194

Parameter Vector

a1 = array([2.7837868], dtype=float32)
b1 = array([-0.619422], dtype=float32)
thetas = array([-2.06867695e-01, -1.03380226e-01,  1.07243657e-04,  1.04016328e+00,
    1.04392898e+00,  1.05085635e+00,  1.64020348e+00,  2.62963533e+00,
    2.96484590e+00,  3.20514488e+00,  3.57585144e+00,  3.94655800e+00],
  dtype=float32)

Flow

Results

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Bimodal Model

Learning Curve

Learning Curve

Metrics

loss: -0.8019787669181824
val_loss: -0.852887749671936

Results

Parameter Vector for x = 1

BernsteinFlow:
invert_chain_of_bernstein_bijector_of_scale1_of_shift1:
chain_of_bernstein_bijector_of_scale1_of_shift1:
bernstein_bijector: [-3.0002496 -2.1074798 -1.21471 -0.89815176 -0.13984221 -0.13848484
-0.13847476 -0.13846476 -0.13845477 -0.13844477 -0.13843477 -0.13842477
-0.13841477 -0.1384047 -0.13839447 -0.13834201 12.404278 12.606189
12.8081 ]
scale1: 0.4117906391620636
shift1: 0.6699955463409424

Flow



Bijector

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