Update inference.py

inference.py

@@ -227,11 +227,6 @@ class Inference(object):
             "Uniqueness": fraction_unique(uniqueness_calc),
             "Novelty (Train)": novelty(metric_calc_dr, chembl_smiles),
             "Novelty (Inference)": novelty(metric_calc_dr, chembl_test),
-            "Novelty (AKT)": novelty(metric_calc_dr, drug_smiles),
-            "MaxLen": Metrics.max_component(uniqueness_calc, self.vertexes),
-            "MeanAtomType": Metrics.mean_atom_type(nodes_sample),
-            "SNN (ChEMBL)": average_agg_tanimoto(np.array(real_vecs), np.array(gen_vecs)),
-            "SNN (AKT)": average_agg_tanimoto(np.array(drug_vecs), np.array(gen_vecs)),
         }