Add registration example with L-BFGS (#277)

* Update titles * Add more descriptive comments * Rename tutorial optimizers -> registration * Add L-BFGS optimizer * Visualize loss curves
eigenvivek · Jun 15, 2024 · 41fefa5 · 41fefa5
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diff --git a/notebooks/sidebar.yml b/notebooks/sidebar.yml
@@ -17,7 +17,7 @@ website:
         contents:
           - tutorials/introduction.ipynb
           - tutorials/geometry.ipynb
-          - tutorials/optimizers.ipynb
+          - tutorials/registration.ipynb
           - tutorials/reconstruction.ipynb
           - tutorials/metrics.ipynb
           - tutorials/timing.ipynb

diff --git a/notebooks/tutorials/optimizers.ipynb b/notebooks/tutorials/optimizers.ipynb
diff --git a/notebooks/tutorials/reconstruction.ipynb b/notebooks/tutorials/reconstruction.ipynb
@@ -135,7 +135,7 @@
    "id": "1dc4cb16-bc48-43b8-a8bd-01ae5ade7bff",
    "metadata": {},
    "source": [
-    "## 3 and 4. Optimize!\n",
+    "## 3. Optimize!\n",
     "\n",
     "- Render DRRs from the given camera poses\n",
     "- Measure the loss between projected DRRs and the ground truth X-ray (here we use MSE)\n",
@@ -294,7 +294,7 @@
    "id": "d86db080-f7e1-41fe-b77d-a9107d4bbba6",
    "metadata": {},
    "source": [
-    "## Application: Novel View Synthesis\n",
+    "## Novel view synthesis\n",
     "\n",
     "One way we can test the robustness of our reconstruction is by rendering DRRs from different poses.\n",
     "\n",

diff --git a/notebooks/tutorials/registration.ipynb b/notebooks/tutorials/registration.ipynb
diff --git a/notebooks/tutorials/registration.html → notebooks/tutorials/registration_runs.html b/notebooks/tutorials/registration.html → notebooks/tutorials/registration_runs.html