Merge branch 'DIPK_fix_genes_for_cs' into hash_missing

Author: JudithBernett

drevalpy/models/DIPK/dipk.py

@@ -310,9 +310,11 @@ def load_cell_line_features(self, data_path: str, dataset_name: str) -> FeatureD
         :param dataset_name: path to the dataset
         :returns: cell line features
         """
+        # we use the interception of all genes that are present
+        # in the gene expression features of all datasets
         gene_expression = load_and_reduce_gene_features(
             feature_type="gene_expression",
-            gene_list=None,
+            gene_list="gene_expression_genes_intercept_all_datasets" if dataset_name != "Toy_Data" else None,
             data_path=data_path,
             dataset_name=dataset_name,
         )