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updates metrics
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@MArpogaus
MArpogaus committed Feb 9, 2024
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4 changes: 2 additions & 2 deletions metrics/bimodal/bm_metrics.yaml
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loss: -0.8145940899848938
val_loss: -0.8566501140594482
loss: -0.8239167332649231
val_loss: -0.8506865501403809
2 changes: 1 addition & 1 deletion metrics/old_faithful/of_metrics.txt
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Min of loss: -0.7492111325263977
Min of loss: -0.7486045360565186

2 comments on commit 8d800f0

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Old Faithful

Learning Curve

Metrics

Min of loss: -0.7487823963165283

Parameter Vector

a1 = array([1.3380024], dtype=float32)
b1 = array([-0.19131577], dtype=float32)
thetas = array([-4.        , -2.1796277 , -0.3592553 , -0.359117  , -0.3590825 ,
   -0.35905567, -0.35901296, -0.3589715 , -0.3588618 , -0.35503688,
    1.9192787 ,  2.9596343 ,  3.99999   ], dtype=float32)

Flow

Results

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Bimodal Model

Learning Curve

Learning Curve

Metrics

loss: -0.799098014831543
val_loss: -0.8215730786323547

Results

Parameter Vector for x = 1

BernsteinFlow:
invert_chain_of_bpoly_of_scale1_of_shift1:
chain_of_bpoly_of_scale1_of_shift1:
bpoly: [-3. -1.983938 -0.96787596 -0.96786594 0.13964808 0.13965827
0.13966827 0.13967827 0.13968827 0.13969827 0.13970827 0.13971826
0.13972826 0.13973826 0.13974826 0.13976097 0.14492002 10.349181
20.553442 ]
scale1: 0.46386605501174927
shift1: 0.6053991317749023

Flow



Bijector

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