Retrain MLP
Browse files- .gitattributes +1 -0
- mlp_retrained/mlp_final.pt +3 -0
- mlp_retrained/mlp_final.skops +3 -0
- mlp_retrained/mlp_hparams.yaml +13 -0
.gitattributes
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@@ -36,3 +36,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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mlp/mlp_v3_final.skops filter=lfs diff=lfs merge=lfs -text
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mlp_v1/mlp_v1_final.skops filter=lfs diff=lfs merge=lfs -text
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mlp_v1/mlp_v3_final.skops filter=lfs diff=lfs merge=lfs -text
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mlp/mlp_v3_final.skops filter=lfs diff=lfs merge=lfs -text
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mlp_v1/mlp_v1_final.skops filter=lfs diff=lfs merge=lfs -text
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mlp_v1/mlp_v3_final.skops filter=lfs diff=lfs merge=lfs -text
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mlp_retrained/mlp_final.skops filter=lfs diff=lfs merge=lfs -text
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mlp_retrained/mlp_final.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:22e18e862bfcdd4c883e50ec10b4f881bdbecf339a9a61d3ca8bbedc5e393b73
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size 2684975
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mlp_retrained/mlp_final.skops
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version https://git-lfs.github.com/spec/v1
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oid sha256:76f4ac62e688ed3fcbd4b2617a3e71d3241383071e56651feab58e1151fcfe4f
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size 597671
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mlp_retrained/mlp_hparams.yaml
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model: mlp_v3
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hyperparameters:
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n_layers: 3
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hidden_dim: 512
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dropout: 0.41145290356000097
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learning_rate: 0.009959893142299642
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weight_decay: 4.58435626642172e-06
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svd_components: 66
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fp_radius: 3
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cv_mean_r2: 0.6
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cv_std_r2: 0.046
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best_inner_r2: 0.6694
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n_folds: 25
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