elasticc binary models (#336)

astrolabsoftware · Sep 11, 2023 · 41f2167 · 41f2167
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diff --git a/fink_science/data/models/snn_models/elasticc_binary_broad/Fast_vs_other/cli_args.json b/fink_science/data/models/snn_models/elasticc_binary_broad/Fast_vs_other/cli_args.json
diff --git a/fink_science/data/models/snn_models/elasticc_binary_broad/Fast_vs_other/data_norm.json b/fink_science/data/models/snn_models/elasticc_binary_broad/Fast_vs_other/data_norm.json
@@ -0,0 +1,67 @@
+{
+    "FLUXCALERR_Y": {
+        "mean": -6.074845790863037,
+        "min": 0.0,
+        "std": 8.143190383911133
+    },
+    "FLUXCALERR_g": {
+        "mean": -6.074845790863037,
+        "min": 0.0,
+        "std": 8.143190383911133
+    },
+    "FLUXCALERR_i": {
+        "mean": -6.074845790863037,
+        "min": 0.0,
+        "std": 8.143190383911133
+    },
+    "FLUXCALERR_r": {
+        "mean": -6.074845790863037,
+        "min": 0.0,
+        "std": 8.143190383911133
+    },
+    "FLUXCALERR_u": {
+        "mean": -6.074845790863037,
+        "min": 0.0,
+        "std": 8.143190383911133
+    },
+    "FLUXCALERR_z": {
+        "mean": -6.074845790863037,
+        "min": 0.0,
+        "std": 8.143190383911133
+    },
+    "FLUXCAL_Y": {
+        "mean": 15.280020713806152,
+        "min": -2000.0,
+        "std": 0.0065855830907821655
+    },
+    "FLUXCAL_g": {
+        "mean": 15.280020713806152,
+        "min": -2000.0,
+        "std": 0.0065855830907821655
+    },
+    "FLUXCAL_i": {
+        "mean": 15.280020713806152,
+        "min": -2000.0,
+        "std": 0.0065855830907821655
+    },
+    "FLUXCAL_r": {
+        "mean": 15.280020713806152,
+        "min": -2000.0,
+        "std": 0.0065855830907821655
+    },
+    "FLUXCAL_u": {
+        "mean": 15.280020713806152,
+        "min": -2000.0,
+        "std": 0.0065855830907821655
+    },
+    "FLUXCAL_z": {
+        "mean": 15.280020713806152,
+        "min": -2000.0,
+        "std": 0.0065855830907821655
+    },
+    "delta_time": {
+        "mean": -0.04547923430800438,
+        "min": 0.0,
+        "std": 3.821012496948242
+    }
+}
diff --git a/fink_science/data/models/snn_models/elasticc_binary_broad/Fast_vs_other/model.pt b/fink_science/data/models/snn_models/elasticc_binary_broad/Fast_vs_other/model.pt
diff --git a/fink_science/data/models/snn_models/elasticc_binary_broad/Fast_vs_other/training_log.json b/fink_science/data/models/snn_models/elasticc_binary_broad/Fast_vs_other/training_log.json
@@ -0,0 +1 @@
+{"vanilla_S_0_CLF_2_R_zspe_photometry_DF_1.0_N_cosmo_quantile_lstm_32x2_0.05_128_True_mean_C": {"training_time": 69.58515763282776, "AUC": 0.9996307432610646, "Acc": 0.9806678383128296, "loss": 0.049900840647633185, "data_types_training": "['0 SN [10, 11, 12, 20, 21, 25, 26, 27, 30, 31, 32, 35, 36, 37]'\n '1 Long [40, 42, 45, 46, 59]' '2 Ia [50, 51, 82, 84, 87, 88, 89]'\n '3 Non Periodic [60]' '4 Periodic [80, 83, 90, 91]']"}}
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		@@ -0,0 +1 @@
		{"vanilla_S_0_CLF_2_R_zspe_photometry_DF_1.0_N_cosmo_quantile_lstm_32x2_0.05_128_True_mean_C": {"training_time": 69.58515763282776, "AUC": 0.9996307432610646, "Acc": 0.9806678383128296, "loss": 0.049900840647633185, "data_types_training": "['0 SN [10, 11, 12, 20, 21, 25, 26, 27, 30, 31, 32, 35, 36, 37]'\n '1 Long [40, 42, 45, 46, 59]' '2 Ia [50, 51, 82, 84, 87, 88, 89]'\n '3 Non Periodic [60]' '4 Periodic [80, 83, 90, 91]']"}}