fix visualize encoding bug (#1984)

docs/nerfology/model_components/visualize_encoders.ipynb

@@ -1,6 +1,7 @@
 {
     "cells": [
         {
+            "attachments": {},
             "cell_type": "markdown",
             "metadata": {},
             "source": [
@@ -8,6 +9,7 @@
             ]
         },
         {
+            "attachments": {},
             "cell_type": "markdown",
             "metadata": {},
             "source": [
@@ -18,7 +20,7 @@
         },
         {
             "cell_type": "code",
-            "execution_count": 1,
+            "execution_count": 6,
             "metadata": {
                 "tags": [
                     "hide-input"
@@ -35,7 +37,7 @@
                 {
                     "data": {
                         "text/html": [
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+                            "<table class=\"show_images\" style=\"border-spacing:0px;\"><tr><td style=\"padding:1px;\"><img width=\"128\" height=\"128\" style=\"border:1px solid black; image-rendering:auto; object-fit:cover;\" src=\"data:image/png;base64,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\"/></td><td style=\"padding:1px;\"><img width=\"128\" height=\"128\" style=\"border:1px solid black; image-rendering:auto; object-fit:cover;\" src=\"data:image/png;base64,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\"/></td></tr></table>"
                         ],
                         "text/plain": [
                             "<IPython.core.display.HTML object>"
@@ -54,7 +56,7 @@
                 {
                     "data": {
                         "text/html": [
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image-rendering:auto; object-fit:cover;\" src=\"data:image/png;base64,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\"/></td><td style=\"padding:1px;\"><img width=\"128\" height=\"128\" style=\"border:1px solid black; image-rendering:auto; object-fit:cover;\" src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAIAAAACACAIAAABMXPacAAABMElEQVR4nO3RMQ0AIADAMMAclhCJKGT0YFWwZPPuM+IsHfC7BmANwBqANQBrANYArAFYA7AGYA3AGoA1AGsA1gCsAVgDsAZgDcAagDUAawDWAKwBWAOwBmANwBqANQBrANYArAFYA7AGYA3AGoA1AGsA1gCsAVgDsAZgDcAagDUAawDWAKwBWAOwBmANwBqANQBrANYArAFYA7AGLine truncated
                         ],
                         "text/plain": [
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@@ -126,7 +128,7 @@
                 "# COLLAPSED\n",
                 "import torch\n",
                 "import mediapy as media\n",
-                "from nerfstudio.field_components import encoding\n",
+                "from nerfstudio.field_components import encodings as encoding\n",
                 "\n",
                 "num_frequencies = 4\n",
                 "min_freq_exp = 0\n",
@@ -162,6 +164,7 @@
             ]
         },
         {
+            "attachments": {},
             "cell_type": "markdown",
             "metadata": {},
             "source": [
@@ -172,7 +175,7 @@
         },
         {
             "cell_type": "code",
-            "execution_count": 2,
+            "execution_count": 7,
             "metadata": {
                 "tags": [
                     "hide-input"
@@ -189,7 +192,7 @@
                 {
                     "data": {
                         "text/html": [
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+                            "<table class=\"show_images\" style=\"border-spacing:0px;\"><tr><td style=\"padding:1px;\"><img width=\"128\" height=\"128\" style=\"border:1px solid black; image-rendering:auto; object-fit:cover;\" src=\"data:image/png;base64,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\"/></td><td style=\"padding:1px;\"><img width=\"128\" height=\"128\" style=\"border:1px solid black; image-rendering:auto; object-fit:cover;\" src=\"data:image/png;base64,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\"/></td></tr></table>"
                         ],
                         "text/plain": [
                             "<IPython.core.display.HTML object>"
@@ -208,7 +211,7 @@
                 {
                     "data": {
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image-rendering:pixelated; object-fit:cover;\" src=\"data:image/png;base64,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 truncated
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src=\"data:image/png;base64,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 truncated
                         ],
                         "text/plain": [
                             "<IPython.core.display.HTML object>"
@@ -280,7 +283,7 @@
                 "# COLLAPSED\n",
                 "import torch\n",
                 "import mediapy as media\n",
-                "from nerfstudio.field_components import encoding\n",
+                "from nerfstudio.field_components import encodings as encoding\n",
                 "\n",
                 "num_frequencies = 8\n",
                 "scale = 10\n",
@@ -308,6 +311,7 @@
             ]
         },
         {
+            "attachments": {},
             "cell_type": "markdown",
             "metadata": {},
             "source": [
@@ -318,7 +322,7 @@
         },
         {
             "cell_type": "code",
-            "execution_count": 18,
+            "execution_count": 8,
             "metadata": {
                 "tags": [
                     "hide-input"
@@ -337,7 +341,7 @@
                 {
                     "data": {
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@@ -370,7 +374,7 @@
                 "# COLLAPSED\n",
                 "import torch\n",
                 "import mediapy as media\n",
-                "from nerfstudio.field_components import encoding\n",
+                "from nerfstudio.field_components import encodings as encoding\n",
                 "\n",
                 "num_levels = 8\n",
                 "min_res = 2\n",
@@ -426,7 +430,7 @@
         },
         {
             "cell_type": "code",
-            "execution_count": null,
+            "execution_count": 9,
             "metadata": {
                 "tags": [
                     "hide-input"
@@ -443,7 +447,7 @@
                 {
                     "data": {
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+                            "<table class=\"show_images\" style=\"border-spacing:0px;\"><tr><td style=\"padding:1px;\"><img width=\"150\" height=\"100\" style=\"border:1px solid black; image-rendering:auto; object-fit:cover;\" src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJYAAABkCAIAAADrOV6nAAABA0lEQVR4nO3RsQkAIQDAwPcrG+d2bYewkMDdBIGMNfdH2f86gFsW5lmYZ2GehXkW5lmYZ2GehXkW5lmYZ2GehXkW5lmYZ2GehXkW5lmYZ2GehXkW5lmYZ2GehXkW5lmYZ2GehXkW5lmYZ2GehXkW5lmYZ2GehXkW5lmYZ2GehXkW5lmYZ2GehXkW5lmYZ2GehXkW5lmYZ2GehXkW5lmYZ2GehXkW5lmYZ2GehXkW5lmYZ2GehXkW5lmYZ2GehXkW5lmYZ2GehXkW5lmYZ2GehXkW5lmYZ2GehXkW5lmYZ2GehXkW5lmYZ2GehXkW5lmYZ2GehXkW5lmYZ2GehXkW5lmYdwDkygFkzaTKPwAAAABJRU5ErkJggg==\"/></td></tr></table>"
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@@ -462,7 +466,7 @@
                 {
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truncated
                         ],
                         "text/plain": [
                             "<IPython.core.display.HTML object>"
@@ -514,7 +518,7 @@
                 "# COLLAPSED\n",
                 "import torch\n",
                 "import mediapy as media\n",
-                "from nerfstudio.field_components import encoding\n",
+                "from nerfstudio.field_components import encodings as encoding\n",
                 "\n",
                 "levels = 4\n",
                 "\n",