Update GP tutorials to unblock #3174 (#3175)

* Update GP tutorials * Update the noise instead of lengthscale
pyro-ppl · Jan 21, 2023 · af3db08 · af3db08
1 parent 19e32df
commit af3db08
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Showing 2 changed files with 11 additions and 11 deletions.
diff --git a/tutorial/source/bo.ipynb b/tutorial/source/bo.ipynb
@@ -107,7 +107,7 @@
     }
    ],
    "source": [
-    "x = torch.linspace(0, 1)\n",
+    "x = torch.linspace(0, 1, 100)\n",
     "plt.figure(figsize=(8, 4))\n",
     "plt.plot(x.numpy(), f(x).numpy())\n",
     "plt.show()"
@@ -297,7 +297,7 @@
    "source": [
     "def plot(gs, xmin, xlabel=None, with_title=True):\n",
     "    xlabel = \"xmin\" if xlabel is None else \"x{}\".format(xlabel)\n",
-    "    Xnew = torch.linspace(-0.1, 1.1)\n",
+    "    Xnew = torch.linspace(-0.1, 1.1, 100)\n",
     "    ax1 = plt.subplot(gs[0])\n",
     "    ax1.plot(gpmodel.X.numpy(), gpmodel.y.numpy(), \"kx\")  # plot all observed data\n",
     "    with torch.no_grad():\n",
@@ -389,7 +389,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -403,7 +403,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.10"
+   "version": "3.9.10"
   }
  },
  "nbformat": 4,