[pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

Author: pre-commit-ci[bot]

use_cases/autotune_scvi.ipynb

@@ -278,7 +278,7 @@
     "model_cls.setup_anndata(\n",
     "    adata,\n",
     "    layer=\"counts\",\n",
-    "    labels_key=\"cell_type\", \n",
+    "    labels_key=\"cell_type\",\n",
     "    batch_key=\"cell_source\",\n",
     "    categorical_covariate_keys=[\"donor\"],\n",
     "    continuous_covariate_keys=[\"percent_mito\", \"percent_ribo\"],\n",
@@ -750,7 +750,7 @@
     "    scib_subsample_rows=10000,\n",
     "    local_mode=True,\n",
     "    ignore_reinit_error=True,\n",
-    "    solver=\"randomized\"\n",
+    "    solver=\"randomized\",\n",
     ")"
    ]
   },
@@ -1037,8 +1037,9 @@
     }
    ],
    "source": [
-    "#Manual Check:\n",
+    "# Manual Check:\n",
     "from scib_metrics.benchmark import Benchmarker\n",
+    "\n",
     "bm = Benchmarker(\n",
     "    adata,\n",
     "    batch_key=\"cell_source\",\n",