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adata.h5ad

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lightning_logs/version_2/events.out.tfevents.1733442287.Yoseflab-R13B.365372.12

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lightning_logs/version_2/hparams.yaml

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metrics.json

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 {
-    "cell_wise_cv": "| Metric                  | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 0.96  | 1.00           |\n| Pearson Correlation | 0.81  | 0.80  |\n| Spearman Correlation | 0.82 | 0.81  |\n| R\u00b2 (R-Squared) | 0.58  | 0.56      |",
-    "gene_wise_cv": "| Metric                  | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 13.59   |\n| Pearson Correlation | 0.72  |\n| Spearman Correlation | 0.75 |\n| R\u00b2 (R-Squared) | -0.65  |",
-    "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| cardiac muscle cell | 0.95 | 0.51 | 0.80 | 0.98 | 0.41 | 0.93 | 7205.00 |\n| cardiac endothelial cell | 0.99 | 1.03 | 0.74 | 0.94 | 0.31 | 0.90 | 2665.00 |\n| hepatocyte | 0.87 | 0.72 | 0.70 | 0.96 | 0.65 | 0.94 | 1089.00 |\n| fibroblast of cardiac tissue | 0.89 | 2.97 | 0.68 | 0.83 | 0.27 | 0.80 | 250.00 |\n| smooth muscle cell | 0.90 | 3.57 | 0.63 | 0.76 | 0.24 | 0.81 | 222.00 |\n| macrophage | 0.72 | 4.44 | 0.56 | 0.65 | 0.33 | 0.70 | 74.00 |"
+    "cell_wise_cv": "| Metric                  | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 0.98  | 1.03           |\n| Pearson Correlation | 0.80  | 0.80  |\n| Spearman Correlation | 0.82 | 0.79  |\n| R\u00b2 (R-Squared) | 0.57  | 0.58      |",
+    "gene_wise_cv": "| Metric                  | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 13.38   |\n| Pearson Correlation | 0.73  |\n| Spearman Correlation | 0.76 |\n| R\u00b2 (R-Squared) | -0.63  |",
+    "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| cardiac muscle cell | 0.95 | 0.52 | 0.79 | 0.98 | 0.41 | 0.93 | 7205.00 |\n| cardiac endothelial cell | 0.98 | 1.12 | 0.68 | 0.94 | 0.31 | 0.90 | 2665.00 |\n| hepatocyte | 0.89 | 0.71 | 0.71 | 0.96 | 0.64 | 0.94 | 1089.00 |\n| fibroblast of cardiac tissue | 0.87 | 3.01 | 0.67 | 0.83 | 0.26 | 0.79 | 250.00 |\n| smooth muscle cell | 0.90 | 3.62 | 0.62 | 0.76 | 0.23 | 0.81 | 222.00 |\n| macrophage | 0.68 | 4.49 | 0.55 | 0.64 | 0.33 | 0.70 | 74.00 |"
 }

model.pt

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