Simplify reconstruction tutorial (#334)

* Fix img indexing

* Simply recon tutorial

* Bump version

Author: eigenvivek

diffdrr/__init__.py

@@ -1 +1 @@
-__version__ = "0.4.3"
+__version__ = "0.4.4"

diffdrr/drr.py

@@ -191,7 +191,7 @@ def render(
                 density,
                 source,
                 target[:, idx * n_points : (idx + 1) * n_points],
-                img[:, idx * n_points : (idx + 1) * n_points],
+                img[..., idx * n_points : (idx + 1) * n_points],
                 **kwargs,
             )
             partials.append(partial)

notebooks/api/00_drr.ipynb

@@ -310,7 +310,7 @@
     "                density,\n",
     "                source,\n",
     "                target[:, idx * n_points : (idx + 1) * n_points],\n",
-    "                img[:, idx * n_points : (idx + 1) * n_points],\n",
+    "                img[..., idx * n_points : (idx + 1) * n_points],\n",
     "                **kwargs,\n",
     "            )\n",
     "            partials.append(partial)\n",

notebooks/tutorials/reconstruction.ipynb

@@ -161,7 +161,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      " 25%|███████████████▎                                              | 25/101 [00:01<00:02, 29.91it/s]"
+      " 24%|██████████████▋                                               | 24/101 [00:10<00:07,  9.75it/s]"
      ]
     },
     {
@@ -178,7 +178,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      " 49%|██████████████████████████████                                | 49/101 [00:01<00:01, 29.94it/s]"
+      " 48%|█████████████████████████████▍                                | 48/101 [00:11<00:02, 19.73it/s]"
      ]
     },
     {
@@ -195,7 +195,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      " 72%|████████████████████████████████████████████▊                 | 73/101 [00:02<00:00, 29.80it/s]"
+      " 74%|██████████████████████████████████████████████                | 75/101 [00:13<00:01, 20.97it/s]"
      ]
     },
     {
@@ -212,7 +212,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      " 96%|███████████████████████████████████████████████████████████▌  | 97/101 [00:03<00:00, 29.86it/s]"
+      " 98%|████████████████████████████████████████████████████████████▊ | 99/101 [00:14<00:00, 20.97it/s]"
      ]
     },
     {
@@ -229,7 +229,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "100%|█████████████████████████████████████████████████████████████| 101/101 [00:04<00:00, 24.37it/s]\n"
+      "100%|█████████████████████████████████████████████████████████████| 101/101 [00:14<00:00,  6.91it/s]\n"
      ]
     },
     {

settings.ini

@@ -1,7 +1,7 @@
 [DEFAULT]
 repo = DiffDRR
 lib_name = diffdrr
-version = 0.4.3
+version = 0.4.4
 min_python = 3.8
 license = mit
 black_formatting = True
@@ -36,4 +36,5 @@ allowed_cell_metadata_keys =
 jupyter_hooks = True
 clean_ids = True
 clear_all = False
+cell_number = True