From 0213fc9d56b80d75abcdacb1bbee721efd8f88ef Mon Sep 17 00:00:00 2001
From: michaeldeistler <michael.deistler@uni-tuebingen.de>
Date: Tue, 23 Jan 2024 11:52:59 +0100
Subject: [PATCH] Clarify tutorial on multi-round

---
 tutorials/03_multiround_inference.ipynb | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/tutorials/03_multiround_inference.ipynb b/tutorials/03_multiround_inference.ipynb
index 6d5effeaa..2a254e8bb 100644
--- a/tutorials/03_multiround_inference.ipynb
+++ b/tutorials/03_multiround_inference.ipynb
@@ -37,9 +37,9 @@
     "# that were sampled from the obtained posterior.\n",
     "num_rounds = 2\n",
     "# The specific observation we want to focus the inference on.\n",
-    "x_o = torch.zeros(\n",
-    "    3,\n",
-    ")\n",
+    "x_o = torch.zeros(3,)\n",
+    "\n",
+    "inference = SNPE(prior)\n",
     "\n",
     "posteriors = []\n",
     "proposal = prior\n",
@@ -279,7 +279,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -293,7 +293,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.5"
+   "version": "3.10.11"
   }
  },
  "nbformat": 4,