Update app.py

app.py

@@ -54,14 +54,15 @@ def extract_features_app(seq: str) -> pd.DataFrame:
         aromatic = np.mean([(dp[0] in 'FWY') + (dp[1] in 'FWY') for dp in dipeptides_seq]) / 2.0
         pI = np.mean([h(dp, {aa: 7 + (int(aa in 'KRH') - int(aa in 'DE')) for aa in aa_list}) for dp in dipeptides_seq])
         instability = np.mean([((dp[0] in 'DEKR') + (dp[1] in 'DEKR')) / 2.0 for dp in dipeptides_seq])
-        hydro_moment = np.sqrt(np.mean([(h(dp, hydrophobicity_scale))**2 for dp in dipeptides_seq]))
+        hydro_moment = np.sqrt(np.mean([(h(dp, eisenberg_scale))**2 for dp in dipeptides_seq]))
         aliphatic = np.mean([h(dp, aa_aliphatic) for dp in dipeptides_seq])
         boman = np.mean([h(dp, aa_boman) for dp in dipeptides_seq])
         flexibility = np.mean([h(dp, aa_flexibility) for dp in dipeptides_seq])
         polarizability = np.mean([h(dp, aa_polarizability) for dp in dipeptides_seq])
+        deltag = np.mean([h(dp, aa_deltaG) for dp in dipeptides])
         
         physchem_features = [mw, charge, hydro, aromatic, pI, instability,
-                             hydro_moment, aliphatic, boman, flexibility, polarizability]
+                             hydro_moment, aliphatic, boman, flexibility, polarizability, deltag]
     
     features = dipep_features + physchem_features