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ecflow

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Bing Yan commited on 29 days ago

Commit

0da091b

1 Parent(s): 58cb8ee

Switch to v9 EC + v8 TPD noise-augmented models for robustness

EC: v9 noise-augmented (93% clean, 87% noisy accuracy) — best balance
of precision and robustness for real user data. Supports all 6 mechanisms.

TPD: v8 noise-augmented (93% clean, 92.5% noisy accuracy) — best
noise-robust classification across all 6 TPD mechanisms.

Also regenerated FirstOrder TPD demo data (previous sample was
confusable with LH_Surface across all model versions).

Made-with: Cursor

Files changed (8) hide show

checkpoints/ec_best.pt +2 -2
checkpoints/ec_norm_stats.json +4 -4
checkpoints/ec_theta_stats.json +46 -46
checkpoints/tpd_best.pt +2 -2
demo_data/tpd_FirstOrder_1.csv +501 -501
demo_data/tpd_FirstOrder_2.csv +501 -501
demo_data/tpd_FirstOrder_3.csv +501 -501
demo_data/tpd_FirstOrder_metadata.json +8 -8

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demo_data/tpd_FirstOrder_metadata.json CHANGED Viewed

@@ -1,18 +1,18 @@
 {
   "mechanism": "FirstOrder",
   "betas_Ks": [
-    0.3162277638912201,
-    2.597219944000244,
-    22.127595901489258
   ],
   "n_rates": 3,
   "true_params": {
     "mechanism": "FirstOrder",
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-    "nu": 160197624009364.56,
-    "theta_0": 0.15471468757226675,
-    "T_start": 364.6834143679138,
-    "T_end": 1099.1759914138238
   },
   "csv_files": [
     "tpd_FirstOrder_1.csv",

 {
   "mechanism": "FirstOrder",
   "betas_Ks": [
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+    4.695032119750977,
+    18.917694091796875
   ],
   "n_rates": 3,
   "true_params": {
     "mechanism": "FirstOrder",
+    "Ed": 18833.0311007112,
+    "nu": 2718890264522160.5,
+    "theta_0": 0.9780601164730803,
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   },
   "csv_files": [
     "tpd_FirstOrder_1.csv",