From 8e02bf7f05f7f532f3f56bb08041975101e6ee9a Mon Sep 17 00:00:00 2001 From: RYDE-WORK Date: Tue, 3 Mar 2026 15:23:10 +0800 Subject: [PATCH] =?UTF-8?q?=E5=A2=9E=E5=8A=A0=E7=89=B9=E5=BE=81=E9=87=8D?= =?UTF-8?q?=E8=A6=81=E5=BA=A6=E7=BB=93=E6=9E=9C?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- lnp_ml/interpretability/token_importance.py | 8 +- .../desc/desc_importance_biodist_heart.csv | 211 ++++++++++++++++++ .../desc/desc_importance_biodist_heart.png | Bin 0 -> 158872 bytes .../desc/desc_importance_biodist_kidney.csv | 211 ++++++++++++++++++ .../desc/desc_importance_biodist_kidney.png | Bin 0 -> 160002 bytes .../desc/desc_importance_biodist_liver.csv | 211 ++++++++++++++++++ .../desc/desc_importance_biodist_liver.png | Bin 0 -> 161361 bytes .../desc/desc_importance_biodist_lung.csv | 211 ++++++++++++++++++ .../desc/desc_importance_biodist_lung.png | Bin 0 -> 158084 bytes .../desc_importance_biodist_lymph_nodes.csv | 211 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0 -> 56151 bytes .../token_importance_biodist_spleen.csv | 9 + .../token_importance_biodist_spleen.png | Bin 0 -> 56139 bytes 29 files changed, 1547 insertions(+), 1 deletion(-) create mode 100644 reports/feature_importance/desc/desc_importance_biodist_heart.csv create mode 100644 reports/feature_importance/desc/desc_importance_biodist_heart.png create mode 100644 reports/feature_importance/desc/desc_importance_biodist_kidney.csv create mode 100644 reports/feature_importance/desc/desc_importance_biodist_kidney.png create mode 100644 reports/feature_importance/desc/desc_importance_biodist_liver.csv create mode 100644 reports/feature_importance/desc/desc_importance_biodist_liver.png create mode 100644 reports/feature_importance/desc/desc_importance_biodist_lung.csv create mode 100644 reports/feature_importance/desc/desc_importance_biodist_lung.png create mode 100644 reports/feature_importance/desc/desc_importance_biodist_lymph_nodes.csv create mode 100644 reports/feature_importance/desc/desc_importance_biodist_lymph_nodes.png create mode 100644 reports/feature_importance/desc/desc_importance_biodist_muscle.csv create mode 100644 reports/feature_importance/desc/desc_importance_biodist_muscle.png create mode 100644 reports/feature_importance/desc/desc_importance_biodist_spleen.csv create mode 100644 reports/feature_importance/desc/desc_importance_biodist_spleen.png create mode 100644 reports/feature_importance/token_importance_biodist_heart.csv create mode 100644 reports/feature_importance/token_importance_biodist_heart.png create mode 100644 reports/feature_importance/token_importance_biodist_kidney.csv create mode 100644 reports/feature_importance/token_importance_biodist_kidney.png create mode 100644 reports/feature_importance/token_importance_biodist_liver.csv create mode 100644 reports/feature_importance/token_importance_biodist_liver.png create mode 100644 reports/feature_importance/token_importance_biodist_lung.csv create mode 100644 reports/feature_importance/token_importance_biodist_lung.png create mode 100644 reports/feature_importance/token_importance_biodist_lymph_nodes.csv create mode 100644 reports/feature_importance/token_importance_biodist_lymph_nodes.png create mode 100644 reports/feature_importance/token_importance_biodist_muscle.csv create mode 100644 reports/feature_importance/token_importance_biodist_muscle.png create mode 100644 reports/feature_importance/token_importance_biodist_spleen.csv create mode 100644 reports/feature_importance/token_importance_biodist_spleen.png diff --git a/lnp_ml/interpretability/token_importance.py b/lnp_ml/interpretability/token_importance.py index aa49ebd..0c851b4 100644 --- a/lnp_ml/interpretability/token_importance.py +++ b/lnp_ml/interpretability/token_importance.py @@ -211,7 +211,13 @@ class _ReplacingDescWrapper(nn.Module): self.organ_index = organ_index def forward(self, raw_desc: torch.Tensor) -> torch.Tensor: - base = self.base_projected[:raw_desc.size(0)].to(raw_desc.device) + B_base = self.base_projected.size(0) + B_input = raw_desc.size(0) + if B_input > B_base: + repeats = B_input // B_base + base = self.base_projected.repeat(repeats, 1, 1).to(raw_desc.device) + else: + base = self.base_projected[:B_input].to(raw_desc.device) out = self.model.forward_replacing_token(raw_desc, "desc", base, task="biodist") return out[:, self.organ_index] diff --git a/reports/feature_importance/desc/desc_importance_biodist_heart.csv b/reports/feature_importance/desc/desc_importance_biodist_heart.csv new file mode 100644 index 0000000..3fa9db2 --- /dev/null +++ b/reports/feature_importance/desc/desc_importance_biodist_heart.csv @@ -0,0 +1,211 @@ +rank,feature,ig_raw,ig_normalized +0,BCUT2D_MWLOW,0.002101736350044354,0.17008735551384338 +1,MaxEStateIndex,0.0011577271073203695,0.09369145758299209 +2,BCUT2D_LOGPHI,0.0010123775021437054,0.08192874054716677 +3,BCUT2D_CHGLO,0.0009962246580054286,0.08062153826965522 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b/reports/feature_importance/desc/desc_importance_biodist_kidney.csv new file mode 100644 index 0000000..82af60a --- /dev/null +++ b/reports/feature_importance/desc/desc_importance_biodist_kidney.csv @@ -0,0 +1,211 @@ +rank,feature,ig_raw,ig_normalized +0,BCUT2D_MWLOW,0.003104377721682017,0.18628353914049167 +1,MaxEStateIndex,0.0015123247756754208,0.09074965638847102 +2,BCUT2D_LOGPHI,0.001449630986032521,0.08698760741638875 +3,BCUT2D_CHGLO,0.0012579787374850176,0.07548718371011433 +4,BCUT2D_CHGHI,0.0010274615229321393,0.06165460069039997 +5,BCUT2D_LOGPLOW,0.0006267871472833137,0.0376114437583469 +6,SPS,0.00042227406666463935,0.02533928364326614 +7,MaxAbsEStateIndex,0.00041232135830561125,0.024742054213289313 +8,BCUT2D_MRHI,0.00037760332684396683,0.022658738859137793 +9,MinAbsPartialCharge,0.0002596331792549909,0.015579736696381137 +10,MaxAbsPartialCharge,0.00018251622294492736,0.010952200733586727 +11,LabuteASA,0.0001749106295198609,0.010495813983163398 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+130,fr_priamide,5.8950847748806914e-05,0.00028047224598476243 +131,NumSaturatedRings,5.7748337234966836e-05,0.0002747510250436464 +132,fr_Nhpyrrole,5.633497515306997e-05,0.0002680266291674677 +133,SlogP_VSA6,5.5943427547820704e-05,0.00026616375118609996 +134,fr_allylic_oxid,5.099672095612746e-05,0.000242628654389669 +135,fr_Ar_N,4.788092027415579e-05,0.0002278045144716619 +136,SlogP_VSA10,4.532377244070704e-05,0.00021563829424666172 +137,fr_morpholine,4.500718837211555e-05,0.00021413207256959268 +138,PEOE_VSA3,3.9860602081127347e-05,0.00018964600203268402 +139,fr_piperzine,3.108773217744888e-05,0.00014790705137159496 +140,fr_aniline,3.065292949543326e-05,0.0001458383773924733 +141,fr_Ndealkylation1,2.9208873459201216e-05,0.00013896794795377108 +142,fr_para_hydroxylation,2.872687568071086e-05,0.00013667473242498182 +143,SMR_VSA9,2.599899842690257e-05,0.0001236962276305051 +144,fr_alkyl_halide,2.358176284619006e-05,0.00011219567219683975 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+174,fr_thiophene,0.0,0.0 +175,NumRadicalElectrons,0.0,0.0 +176,fr_lactone,0.0,0.0 +177,NumAliphaticCarbocycles,0.0,0.0 +178,fr_ketone_Topliss,0.0,0.0 +179,fr_ketone,0.0,0.0 +180,fr_C_S,0.0,0.0 +181,fr_HOCCN,0.0,0.0 +182,fr_Imine,0.0,0.0 +183,fr_N_O,0.0,0.0 +184,fr_Ar_COO,0.0,0.0 +185,fr_ArN,0.0,0.0 +186,SMR_VSA2,0.0,0.0 +187,fr_aldehyde,0.0,0.0 +188,fr_alkyl_carbamate,0.0,0.0 +189,fr_Al_COO,0.0,0.0 +190,NumSaturatedCarbocycles,0.0,0.0 +191,fr_amidine,0.0,0.0 +192,fr_aryl_methyl,0.0,0.0 +193,fr_azide,0.0,0.0 +194,fr_azo,0.0,0.0 +195,fr_barbitur,0.0,0.0 +196,SMR_VSA8,0.0,0.0 +197,fr_benzodiazepine,0.0,0.0 +198,fr_diazo,0.0,0.0 +199,fr_dihydropyridine,0.0,0.0 +200,fr_epoxide,0.0,0.0 +201,fr_furan,0.0,0.0 +202,fr_guanido,0.0,0.0 +203,fr_hdrzine,0.0,0.0 +204,fr_hdrzone,0.0,0.0 +205,fr_COO,0.0,0.0 +206,fr_imide,0.0,0.0 +207,fr_isocyan,0.0,0.0 +208,fr_isothiocyan,0.0,0.0 +209,fr_urea,0.0,0.0 diff --git a/reports/feature_importance/desc/desc_importance_biodist_liver.png 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