From 0100f8d80bf13fdddac4f959a940b99eea694f21 Mon Sep 17 00:00:00 2001
From: sizhky <1992chinna@gmail.com>
Date: Sat, 18 Nov 2023 16:59:55 +0530
Subject: [PATCH] 0.507

---
 _proc/adapters.ipynb         |  28 +-
 _proc/bounding_boxes.ipynb   |   8 +-
 _proc/config.ipynb           |   8 +-
 _proc/decorators.ipynb       |  12 +-
 _proc/interactive_show.ipynb |  36 +--
 _proc/jupyter_notebook.ipynb |  83 ++++--
 _proc/load_defautls.ipynb    |   8 +-
 _proc/markups.ipynb          |  38 ++-
 _proc/pdf.ipynb              |   4 +-
 _proc/sklegos.ipynb          |  24 +-
 changelog.md                 |   8 +
 docs/jupyter_notebook.html   |  14 +-
 docs/markups.html            |  32 ++-
 docs/search.json             |   4 +-
 docs/sitemap.xml             |  44 +--
 nbs/jupyter_notebook.ipynb   |  14 +-
 nbs/logging.ipynb            |  35 +--
 nbs/markups.ipynb            |  94 ++++---
 nbs/paths.ipynb              |   6 +-
 scripts.ipynb                | 515 +++++++++++++++--------------------
 torch_snippets/_modidx.py    |   4 +
 torch_snippets/dates.py      |   2 +
 torch_snippets/ipython.py    |  13 +-
 torch_snippets/loader.py     |   2 +
 torch_snippets/logger.py     |  35 +--
 torch_snippets/markup.py     |  20 +-
 torch_snippets/paths.py      |   4 +
 27 files changed, 586 insertions(+), 509 deletions(-)

diff --git a/_proc/adapters.ipynb b/_proc/adapters.ipynb
index 685038d..04a2a7c 100644
--- a/_proc/adapters.ipynb
+++ b/_proc/adapters.ipynb
@@ -48,8 +48,8 @@
     }
    ],
    "source": [
-    "#| echo: false\n",
-    "#| output: asis\n",
+    "# | echo: false\n",
+    "# | output: asis\n",
     "show_doc(file_2_bytes)"
    ]
   },
@@ -101,8 +101,8 @@
     }
    ],
    "source": [
-    "#| echo: false\n",
-    "#| output: asis\n",
+    "# | echo: false\n",
+    "# | output: asis\n",
     "show_doc(bytes_2_file)"
    ]
   },
@@ -150,8 +150,8 @@
     }
    ],
    "source": [
-    "#| echo: false\n",
-    "#| output: asis\n",
+    "# | echo: false\n",
+    "# | output: asis\n",
     "show_doc(b64_2_file)"
    ]
   },
@@ -183,8 +183,8 @@
     }
    ],
    "source": [
-    "#| echo: false\n",
-    "#| output: asis\n",
+    "# | echo: false\n",
+    "# | output: asis\n",
     "show_doc(b64_2_np)"
    ]
   },
@@ -220,8 +220,8 @@
     }
    ],
    "source": [
-    "#| echo: false\n",
-    "#| output: asis\n",
+    "# | echo: false\n",
+    "# | output: asis\n",
     "show_doc(np_2_b64)"
    ]
   },
@@ -253,8 +253,8 @@
     }
    ],
    "source": [
-    "#| echo: false\n",
-    "#| output: asis\n",
+    "# | echo: false\n",
+    "# | output: asis\n",
     "show_doc(cvat_2_csvs)"
    ]
   },
@@ -290,8 +290,8 @@
     }
    ],
    "source": [
-    "#| echo: false\n",
-    "#| output: asis\n",
+    "# | echo: false\n",
+    "# | output: asis\n",
     "show_doc(csvs_2_cvat)"
    ]
   },
diff --git a/_proc/bounding_boxes.ipynb b/_proc/bounding_boxes.ipynb
index f18fed1..e31c824 100644
--- a/_proc/bounding_boxes.ipynb
+++ b/_proc/bounding_boxes.ipynb
@@ -586,8 +586,8 @@
     }
    ],
    "source": [
-    "#| echo: false\n",
-    "#| output: asis\n",
+    "# | echo: false\n",
+    "# | output: asis\n",
     "show_doc(isin)"
    ]
   },
@@ -625,8 +625,8 @@
     }
    ],
    "source": [
-    "#| echo: false\n",
-    "#| output: asis\n",
+    "# | echo: false\n",
+    "# | output: asis\n",
     "show_doc(merge_by_bb)"
    ]
   }
diff --git a/_proc/config.ipynb b/_proc/config.ipynb
index f5daeb6..3e90471 100644
--- a/_proc/config.ipynb
+++ b/_proc/config.ipynb
@@ -39,8 +39,8 @@
     }
    ],
    "source": [
-    "#| echo: false\n",
-    "#| output: asis\n",
+    "# | echo: false\n",
+    "# | output: asis\n",
     "show_doc(DeepLearningConfig)"
    ]
   },
@@ -235,8 +235,8 @@
     }
    ],
    "source": [
-    "#| echo: false\n",
-    "#| output: asis\n",
+    "# | echo: false\n",
+    "# | output: asis\n",
     "show_doc(GenericConfig)"
    ]
   },
diff --git a/_proc/decorators.ipynb b/_proc/decorators.ipynb
index 31377e2..dfe88e5 100644
--- a/_proc/decorators.ipynb
+++ b/_proc/decorators.ipynb
@@ -47,8 +47,8 @@
     }
    ],
    "source": [
-    "#| echo: false\n",
-    "#| output: asis\n",
+    "# | echo: false\n",
+    "# | output: asis\n",
     "show_doc(check_kwargs_not_none)"
    ]
   },
@@ -80,8 +80,8 @@
     }
    ],
    "source": [
-    "#| echo: false\n",
-    "#| output: asis\n",
+    "# | echo: false\n",
+    "# | output: asis\n",
     "show_doc(io)"
    ]
   },
@@ -113,8 +113,8 @@
     }
    ],
    "source": [
-    "#| echo: false\n",
-    "#| output: asis\n",
+    "# | echo: false\n",
+    "# | output: asis\n",
     "show_doc(timeit)"
    ]
   },
diff --git a/_proc/interactive_show.ipynb b/_proc/interactive_show.ipynb
index f38da62..0e01476 100644
--- a/_proc/interactive_show.ipynb
+++ b/_proc/interactive_show.ipynb
@@ -35,8 +35,8 @@
     }
    ],
    "source": [
-    "#| echo: false\n",
-    "#| output: asis\n",
+    "# | echo: false\n",
+    "# | output: asis\n",
     "show_doc(ishow)"
    ]
   },
@@ -68,8 +68,8 @@
     }
    ],
    "source": [
-    "#| echo: false\n",
-    "#| output: asis\n",
+    "# | echo: false\n",
+    "# | output: asis\n",
     "show_doc(df2graph_nodes)"
    ]
   },
@@ -101,8 +101,8 @@
     }
    ],
    "source": [
-    "#| echo: false\n",
-    "#| output: asis\n",
+    "# | echo: false\n",
+    "# | output: asis\n",
     "show_doc(viz2)"
    ]
   },
@@ -134,8 +134,8 @@
     }
    ],
    "source": [
-    "#| echo: false\n",
-    "#| output: asis\n",
+    "# | echo: false\n",
+    "# | output: asis\n",
     "show_doc(convert_to_nx)"
    ]
   },
@@ -167,8 +167,8 @@
     }
    ],
    "source": [
-    "#| echo: false\n",
-    "#| output: asis\n",
+    "# | echo: false\n",
+    "# | output: asis\n",
     "show_doc(tolist)"
    ]
   },
@@ -200,8 +200,8 @@
     }
    ],
    "source": [
-    "#| echo: false\n",
-    "#| output: asis\n",
+    "# | echo: false\n",
+    "# | output: asis\n",
     "show_doc(tonp)"
    ]
   },
@@ -233,8 +233,8 @@
     }
    ],
    "source": [
-    "#| echo: false\n",
-    "#| output: asis\n",
+    "# | echo: false\n",
+    "# | output: asis\n",
     "show_doc(plot_graph)"
    ]
   },
@@ -266,8 +266,8 @@
     }
    ],
    "source": [
-    "#| echo: false\n",
-    "#| output: asis\n",
+    "# | echo: false\n",
+    "# | output: asis\n",
     "show_doc(plot_image)"
    ]
   },
@@ -371,8 +371,8 @@
     }
    ],
    "source": [
-    "#| echo: false\n",
-    "#| output: asis\n",
+    "# | echo: false\n",
+    "# | output: asis\n",
     "show_doc(to_networkx)"
    ]
   }
diff --git a/_proc/jupyter_notebook.ipynb b/_proc/jupyter_notebook.ipynb
index 3a0ab8b..a1d1080 100644
--- a/_proc/jupyter_notebook.ipynb
+++ b/_proc/jupyter_notebook.ipynb
@@ -57,6 +57,39 @@
    "cell_type": "code",
    "execution_count": 2,
    "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/markdown": [
+       "---\n",
+       "\n",
+       "### backup_all_notebooks\n",
+       "\n",
+       ">      backup_all_notebooks (folder)"
+      ],
+      "text/plain": [
+       "---\n",
+       "\n",
+       "### backup_all_notebooks\n",
+       "\n",
+       ">      backup_all_notebooks (folder)"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "#| echo: false\n",
+    "#| output: asis\n",
+    "show_doc(backup_all_notebooks)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
    "outputs": [
     {
      "data": {
@@ -67,7 +100,7 @@
        "\n",
        ">      backup_this_notebook (this_file_path, save_html_to=None,\n",
        ">                            override_previous_backup=False, changelog=None,\n",
-       ">                            exclude_input=False)"
+       ">                            exclude_input=False, force_save_notebook=True)"
       ],
       "text/plain": [
        "---\n",
@@ -76,10 +109,10 @@
        "\n",
        ">      backup_this_notebook (this_file_path, save_html_to=None,\n",
        ">                            override_previous_backup=False, changelog=None,\n",
-       ">                            exclude_input=False)"
+       ">                            exclude_input=False, force_save_notebook=True)"
       ]
      },
-     "execution_count": 2,
+     "execution_count": 3,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -92,7 +125,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [
     {
@@ -112,7 +145,7 @@
        ">      save_notebook (file_path)"
       ]
      },
-     "execution_count": 3,
+     "execution_count": 4,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -136,7 +169,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [
     {
@@ -156,7 +189,7 @@
        ">      show_big_dataframe (df, max_rows=30)"
       ]
      },
-     "execution_count": 4,
+     "execution_count": 5,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -169,7 +202,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [
     {
@@ -180,7 +213,7 @@
        "### display_dfs_side_by_side\n",
        "\n",
        ">      display_dfs_side_by_side (*args, titles=<itertools.cycle object at\n",
-       ">                                0x7f88f1237100>, max_rows=50)"
+       ">                                0x7f915b1867c0>, max_rows=50)"
       ],
       "text/plain": [
        "---\n",
@@ -188,10 +221,10 @@
        "### display_dfs_side_by_side\n",
        "\n",
        ">      display_dfs_side_by_side (*args, titles=<itertools.cycle object at\n",
-       ">                                0x7f88f1237100>, max_rows=50)"
+       ">                                0x7f915b1867c0>, max_rows=50)"
       ]
      },
-     "execution_count": 5,
+     "execution_count": 6,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -204,7 +237,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [
     {
@@ -224,7 +257,7 @@
        ">      h6 (text)"
       ]
      },
-     "execution_count": 6,
+     "execution_count": 7,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -237,7 +270,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [
     {
@@ -257,7 +290,7 @@
        ">      h5 (text)"
       ]
      },
-     "execution_count": 7,
+     "execution_count": 8,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -270,7 +303,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [
     {
@@ -290,7 +323,7 @@
        ">      h4 (text)"
       ]
      },
-     "execution_count": 8,
+     "execution_count": 9,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -303,7 +336,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 10,
    "metadata": {},
    "outputs": [
     {
@@ -323,7 +356,7 @@
        ">      h3 (text)"
       ]
      },
-     "execution_count": 9,
+     "execution_count": 10,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -336,7 +369,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [
     {
@@ -356,7 +389,7 @@
        ">      h2 (text)"
       ]
      },
-     "execution_count": 10,
+     "execution_count": 11,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -369,7 +402,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 12,
    "metadata": {},
    "outputs": [
     {
@@ -389,7 +422,7 @@
        ">      h1 (text)"
       ]
      },
-     "execution_count": 11,
+     "execution_count": 12,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -402,7 +435,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 13,
    "metadata": {},
    "outputs": [
     {
@@ -422,7 +455,7 @@
        ">      shutdown_current_notebook (delay:int=None)"
       ]
      },
-     "execution_count": 12,
+     "execution_count": 13,
      "metadata": {},
      "output_type": "execute_result"
     }
diff --git a/_proc/load_defautls.ipynb b/_proc/load_defautls.ipynb
index eb3ed03..6faae90 100644
--- a/_proc/load_defautls.ipynb
+++ b/_proc/load_defautls.ipynb
@@ -51,8 +51,8 @@
     }
    ],
    "source": [
-    "#| echo: false\n",
-    "#| output: asis\n",
+    "# | echo: false\n",
+    "# | output: asis\n",
     "show_doc(loadifexists)"
    ]
   },
@@ -88,8 +88,8 @@
     }
    ],
    "source": [
-    "#| echo: false\n",
-    "#| output: asis\n",
+    "# | echo: false\n",
+    "# | output: asis\n",
     "show_doc(exists)"
    ]
   }
diff --git a/_proc/markups.ipynb b/_proc/markups.ipynb
index 8275ab8..ff2fbf2 100644
--- a/_proc/markups.ipynb
+++ b/_proc/markups.ipynb
@@ -81,14 +81,13 @@
     "#| echo: false\n",
     "#| output: asis\n",
     "from nbdev import show_doc\n",
-    "from torch_snippets import AttrDict\n",
     "\n",
     "show_doc(AttrDict)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 22,
    "id": "bfb4146f-90bf-42bc-bf40-69fb6d612ea2",
    "metadata": {
     "execution": {
@@ -173,7 +172,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 23,
    "id": "7c5c6a5f-0b72-4e47-8dcf-c8f68e6cfaba",
    "metadata": {
     "execution": {
@@ -272,6 +271,31 @@
     "print(\"e\" in y.d)"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "id": "74fbdc3d",
+   "metadata": {
+    "language": "python"
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'b': 10, 'c': 11}"
+      ]
+     },
+     "execution_count": 24,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "x = {\"abc\": {\"b\": 10, \"c\": 11}, \"d\": {\"e\": {\"f\": [2, {\"abc\": \"pqrs\"}, 2.234]}}}\n",
+    "y = AttrDict(x)\n",
+    "y.abc[[\"b\", \"c\"]]"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 2,
@@ -340,7 +364,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": null,
    "id": "2f9a8810-5782-4bcc-a34f-33f04c855ada",
    "metadata": {
     "language": "python",
@@ -589,7 +613,7 @@
        "\n",
        "### write_xml\n",
        "\n",
-       ">      write_xml (data:Union[torch_snippets.markup.AttrDict,dict],\n",
+       ">      write_xml (data:Union[__main__.AttrDict,dict],\n",
        ">                 file_path:Union[str,pathlib.Path])"
       ],
       "text/plain": [
@@ -597,7 +621,7 @@
        "\n",
        "### write_xml\n",
        "\n",
-       ">      write_xml (data:Union[torch_snippets.markup.AttrDict,dict],\n",
+       ">      write_xml (data:Union[__main__.AttrDict,dict],\n",
        ">                 file_path:Union[str,pathlib.Path])"
       ]
      },
@@ -676,7 +700,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.9"
+   "version": "3.8.15"
   },
   "vscode": {
    "interpreter": {
diff --git a/_proc/pdf.ipynb b/_proc/pdf.ipynb
index eeba8d8..12d30a6 100644
--- a/_proc/pdf.ipynb
+++ b/_proc/pdf.ipynb
@@ -55,8 +55,8 @@
     }
    ],
    "source": [
-    "#| echo: false\n",
-    "#| output: asis\n",
+    "# | echo: false\n",
+    "# | output: asis\n",
     "show_doc(PDF)"
    ]
   },
diff --git a/_proc/sklegos.ipynb b/_proc/sklegos.ipynb
index 90020b3..fecff0a 100644
--- a/_proc/sklegos.ipynb
+++ b/_proc/sklegos.ipynb
@@ -66,8 +66,8 @@
     }
    ],
    "source": [
-    "#| echo: false\n",
-    "#| output: asis\n",
+    "# | echo: false\n",
+    "# | output: asis\n",
     "show_doc(MakeFrame)"
    ]
   },
@@ -130,8 +130,8 @@
     }
    ],
    "source": [
-    "#| echo: false\n",
-    "#| output: asis\n",
+    "# | echo: false\n",
+    "# | output: asis\n",
     "show_doc(ImputeMissingValues)"
    ]
   },
@@ -175,8 +175,8 @@
     }
    ],
    "source": [
-    "#| echo: false\n",
-    "#| output: asis\n",
+    "# | echo: false\n",
+    "# | output: asis\n",
     "show_doc(LambdaTransformer)"
    ]
   },
@@ -212,8 +212,8 @@
     }
    ],
    "source": [
-    "#| echo: false\n",
-    "#| output: asis\n",
+    "# | echo: false\n",
+    "# | output: asis\n",
     "show_doc(MakeFrame)"
    ]
   },
@@ -249,8 +249,8 @@
     }
    ],
    "source": [
-    "#| echo: false\n",
-    "#| output: asis\n",
+    "# | echo: false\n",
+    "# | output: asis\n",
     "show_doc(Cat2Num)"
    ]
   },
@@ -286,8 +286,8 @@
     }
    ],
    "source": [
-    "#| echo: false\n",
-    "#| output: asis\n",
+    "# | echo: false\n",
+    "# | output: asis\n",
     "show_doc(SplitDateColumn)"
    ]
   },
diff --git a/changelog.md b/changelog.md
index aaa4262..e1198f6 100644
--- a/changelog.md
+++ b/changelog.md
@@ -1,5 +1,13 @@
 # Changelog
 
+#### 0.507
+
+🧹 import only important functins from `dates.py`
+🎉 add `backup_all_notebooks` that backs up every notebook present in a specific folder
+🎉 `reset_logger` can disable stdout logging if needed, using `disable_stdout=True` kwarg (False by default)
+`common_items` will take a list of folders and return common stems from the folders
+images will show a black border when grid is True
+
 #### 0.506
 
 Info, Debug, Warn and Excep will format ouputs separated by a `;` when args are passed
diff --git a/docs/jupyter_notebook.html b/docs/jupyter_notebook.html
index fb3155a..4578e73 100644
--- a/docs/jupyter_notebook.html
+++ b/docs/jupyter_notebook.html
@@ -282,6 +282,7 @@ <h2 id="toc-title">On this page</h2>
 
   <ul>
   <li><a href="#is_in_notebook" id="toc-is_in_notebook" class="nav-link active" data-scroll-target="#is_in_notebook">is_in_notebook</a></li>
+  <li><a href="#backup_all_notebooks" id="toc-backup_all_notebooks" class="nav-link" data-scroll-target="#backup_all_notebooks">backup_all_notebooks</a></li>
   <li><a href="#backup_this_notebook" id="toc-backup_this_notebook" class="nav-link" data-scroll-target="#backup_this_notebook">backup_this_notebook</a></li>
   <li><a href="#save_notebook" id="toc-save_notebook" class="nav-link" data-scroll-target="#save_notebook">save_notebook</a></li>
   <li><a href="#show_big_dataframe" id="toc-show_big_dataframe" class="nav-link" data-scroll-target="#show_big_dataframe">show_big_dataframe</a></li>
@@ -330,12 +331,19 @@ <h3 class="anchored" data-anchor-id="is_in_notebook">is_in_notebook</h3>
 </blockquote>
 <hr>
 </section>
+<section id="backup_all_notebooks" class="level3">
+<h3 class="anchored" data-anchor-id="backup_all_notebooks">backup_all_notebooks</h3>
+<blockquote class="blockquote">
+<pre><code> backup_all_notebooks (folder)</code></pre>
+</blockquote>
+<hr>
+</section>
 <section id="backup_this_notebook" class="level3">
 <h3 class="anchored" data-anchor-id="backup_this_notebook">backup_this_notebook</h3>
 <blockquote class="blockquote">
 <pre><code> backup_this_notebook (this_file_path, save_html_to=None,
                        override_previous_backup=False, changelog=None,
-                       exclude_input=False)</code></pre>
+                       exclude_input=False, force_save_notebook=True)</code></pre>
 </blockquote>
 <hr>
 </section>
@@ -345,7 +353,7 @@ <h3 class="anchored" data-anchor-id="save_notebook">save_notebook</h3>
 <pre><code> save_notebook (file_path)</code></pre>
 </blockquote>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb4"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb4-1"><a href="#cb4-1" aria-hidden="true" tabindex="-1"></a>backup_this_notebook(<span class="st">"jupyter_notebook.ipynb"</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb5"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb5-1"><a href="#cb5-1" aria-hidden="true" tabindex="-1"></a>backup_this_notebook(<span class="st">"jupyter_notebook.ipynb"</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </div>
 <hr>
 </section>
@@ -360,7 +368,7 @@ <h3 class="anchored" data-anchor-id="show_big_dataframe">show_big_dataframe</h3>
 <h3 class="anchored" data-anchor-id="display_dfs_side_by_side">display_dfs_side_by_side</h3>
 <blockquote class="blockquote">
 <pre><code> display_dfs_side_by_side (*args, titles=&lt;itertools.cycle object at
-                           0x7f88f1237100&gt;, max_rows=50)</code></pre>
+                           0x7f915b1867c0&gt;, max_rows=50)</code></pre>
 </blockquote>
 <hr>
 </section>
diff --git a/docs/markups.html b/docs/markups.html
index 607aeb7..f742052 100644
--- a/docs/markups.html
+++ b/docs/markups.html
@@ -324,7 +324,7 @@ <h3 class="anchored" data-anchor-id="attrdict">AttrDict</h3>
 </blockquote>
 <p>Utility to call a dictionary like an object FEATURES: 0. Get and Set any key (or a nested key) like it’s an object, tab-completion supported <code>self.key1.key2[0].key3</code> … 1. Keys and Values are recursively parsed as AttrDicts 2. Formatting with self.pretty() 3. Convert everything to dict at any time via <code>self.to_dict()</code> 3. Recursively drop keys using <code>self.drop(key)</code> from a json object 4. Recursively call a function on all values at all levels using <code>map</code></p>
 <p>GOTCHAS: 1. Due to enforcing a <code>self.key</code> format all integer keys are converted to strings implicitly. 2. You can still call <code>self[int]</code> but this internally converts the int to string</p>
-<div class="cell" data-execution="{&quot;iopub.execute_input&quot;:&quot;2021-11-09T05:45:44.804393Z&quot;,&quot;iopub.status.busy&quot;:&quot;2021-11-09T05:45:44.804089Z&quot;,&quot;iopub.status.idle&quot;:&quot;2021-11-09T05:45:44.810340Z&quot;,&quot;shell.execute_reply&quot;:&quot;2021-11-09T05:45:44.809389Z&quot;,&quot;shell.execute_reply.started&quot;:&quot;2021-11-09T05:45:44.804365Z&quot;}" data-tags="[]" data-execution_count="5">
+<div class="cell" data-execution="{&quot;iopub.execute_input&quot;:&quot;2021-11-09T05:45:44.804393Z&quot;,&quot;iopub.status.busy&quot;:&quot;2021-11-09T05:45:44.804089Z&quot;,&quot;iopub.status.idle&quot;:&quot;2021-11-09T05:45:44.810340Z&quot;,&quot;shell.execute_reply&quot;:&quot;2021-11-09T05:45:44.809389Z&quot;,&quot;shell.execute_reply.started&quot;:&quot;2021-11-09T05:45:44.804365Z&quot;}" data-tags="[]" data-execution_count="22">
 <div class="sourceCode cell-code" id="cb2"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb2-1"><a href="#cb2-1" aria-hidden="true" tabindex="-1"></a>xx <span class="op">=</span> AttrDict({<span class="st">"a"</span>: <span class="dv">1</span>, <span class="st">"b"</span>: [{<span class="st">"c"</span>: <span class="dv">2</span>, <span class="st">"d"</span>: <span class="dv">4</span>}, {<span class="st">"e"</span>: <span class="dv">3</span>}]})</span>
 <span id="cb2-2"><a href="#cb2-2" aria-hidden="true" tabindex="-1"></a><span class="bu">print</span>(<span class="bu">type</span>(xx.b[<span class="dv">0</span>]))</span>
 <span id="cb2-3"><a href="#cb2-3" aria-hidden="true" tabindex="-1"></a><span class="bu">print</span>(<span class="bu">type</span>(xx.to_dict()[<span class="st">"b"</span>][<span class="dv">0</span>]))</span>
@@ -353,7 +353,7 @@ <h3 class="anchored" data-anchor-id="attrdict">AttrDict</h3>
 </pre>
 </div>
 </div>
-<div class="cell" data-execution="{&quot;iopub.execute_input&quot;:&quot;2021-11-08T13:08:03.471944Z&quot;,&quot;iopub.status.busy&quot;:&quot;2021-11-08T13:08:03.471639Z&quot;,&quot;iopub.status.idle&quot;:&quot;2021-11-08T13:08:03.479329Z&quot;,&quot;shell.execute_reply&quot;:&quot;2021-11-08T13:08:03.478390Z&quot;,&quot;shell.execute_reply.started&quot;:&quot;2021-11-08T13:08:03.471915Z&quot;}" data-tags="[]" data-execution_count="6">
+<div class="cell" data-execution="{&quot;iopub.execute_input&quot;:&quot;2021-11-08T13:08:03.471944Z&quot;,&quot;iopub.status.busy&quot;:&quot;2021-11-08T13:08:03.471639Z&quot;,&quot;iopub.status.idle&quot;:&quot;2021-11-08T13:08:03.479329Z&quot;,&quot;shell.execute_reply&quot;:&quot;2021-11-08T13:08:03.478390Z&quot;,&quot;shell.execute_reply.started&quot;:&quot;2021-11-08T13:08:03.471915Z&quot;}" data-tags="[]" data-execution_count="23">
 <div class="sourceCode cell-code" id="cb3"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb3-1"><a href="#cb3-1" aria-hidden="true" tabindex="-1"></a>x <span class="op">=</span> {<span class="st">"abc"</span>: {<span class="st">"b"</span>: <span class="dv">10</span>, <span class="st">"c"</span>: <span class="dv">11</span>}, <span class="st">"d"</span>: {<span class="st">"e"</span>: {<span class="st">"f"</span>: [<span class="dv">2</span>, {<span class="st">"abc"</span>: <span class="st">"pqrs"</span>}, <span class="fl">2.234</span>]}}}</span>
 <span id="cb3-2"><a href="#cb3-2" aria-hidden="true" tabindex="-1"></a></span>
 <span id="cb3-3"><a href="#cb3-3" aria-hidden="true" tabindex="-1"></a>y <span class="op">=</span> AttrDict(x)</span>
@@ -402,6 +402,14 @@ <h3 class="anchored" data-anchor-id="attrdict">AttrDict</h3>
 </pre>
 </div>
 </div>
+<div class="cell" data-execution_count="24">
+<div class="sourceCode cell-code" id="cb4"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb4-1"><a href="#cb4-1" aria-hidden="true" tabindex="-1"></a>x <span class="op">=</span> {<span class="st">"abc"</span>: {<span class="st">"b"</span>: <span class="dv">10</span>, <span class="st">"c"</span>: <span class="dv">11</span>}, <span class="st">"d"</span>: {<span class="st">"e"</span>: {<span class="st">"f"</span>: [<span class="dv">2</span>, {<span class="st">"abc"</span>: <span class="st">"pqrs"</span>}, <span class="fl">2.234</span>]}}}</span>
+<span id="cb4-2"><a href="#cb4-2" aria-hidden="true" tabindex="-1"></a>y <span class="op">=</span> AttrDict(x)</span>
+<span id="cb4-3"><a href="#cb4-3" aria-hidden="true" tabindex="-1"></a>y.abc[[<span class="st">"b"</span>, <span class="st">"c"</span>]]</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output cell-output-display" data-execution_count="24">
+<pre><code>{'b': 10, 'c': 11}</code></pre>
+</div>
+</div>
 <hr>
 </section>
 <section id="write_json" class="level3">
@@ -416,15 +424,15 @@ <h3 class="anchored" data-anchor-id="read_json">read_json</h3>
 <blockquote class="blockquote">
 <pre><code> read_json (fpath)</code></pre>
 </blockquote>
-<div class="cell" data-tags="[]" data-execution_count="8">
-<div class="sourceCode cell-code" id="cb6"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb6-1"><a href="#cb6-1" aria-hidden="true" tabindex="-1"></a>d <span class="op">=</span> [<span class="dv">1</span>, {<span class="dv">1</span>: <span class="dv">1</span>, <span class="dv">2</span>: <span class="dv">2</span>}, <span class="dv">3</span>]</span>
-<span id="cb6-2"><a href="#cb6-2" aria-hidden="true" tabindex="-1"></a></span>
-<span id="cb6-3"><a href="#cb6-3" aria-hidden="true" tabindex="-1"></a>pretty_json({<span class="dv">1</span>: <span class="dv">1</span>, <span class="dv">2</span>: <span class="dv">2</span>})</span>
-<span id="cb6-4"><a href="#cb6-4" aria-hidden="true" tabindex="-1"></a>pretty_json(d)</span>
-<span id="cb6-5"><a href="#cb6-5" aria-hidden="true" tabindex="-1"></a></span>
-<span id="cb6-6"><a href="#cb6-6" aria-hidden="true" tabindex="-1"></a>f <span class="op">=</span> write_json(d, <span class="st">"/tmp/test.json"</span>)</span>
-<span id="cb6-7"><a href="#cb6-7" aria-hidden="true" tabindex="-1"></a><span class="bu">print</span>(f)</span>
-<span id="cb6-8"><a href="#cb6-8" aria-hidden="true" tabindex="-1"></a>read_json(f)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell" data-tags="[]">
+<div class="sourceCode cell-code" id="cb8"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb8-1"><a href="#cb8-1" aria-hidden="true" tabindex="-1"></a>d <span class="op">=</span> [<span class="dv">1</span>, {<span class="dv">1</span>: <span class="dv">1</span>, <span class="dv">2</span>: <span class="dv">2</span>}, <span class="dv">3</span>]</span>
+<span id="cb8-2"><a href="#cb8-2" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb8-3"><a href="#cb8-3" aria-hidden="true" tabindex="-1"></a>pretty_json({<span class="dv">1</span>: <span class="dv">1</span>, <span class="dv">2</span>: <span class="dv">2</span>})</span>
+<span id="cb8-4"><a href="#cb8-4" aria-hidden="true" tabindex="-1"></a>pretty_json(d)</span>
+<span id="cb8-5"><a href="#cb8-5" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb8-6"><a href="#cb8-6" aria-hidden="true" tabindex="-1"></a>f <span class="op">=</span> write_json(d, <span class="st">"/tmp/test.json"</span>)</span>
+<span id="cb8-7"><a href="#cb8-7" aria-hidden="true" tabindex="-1"></a><span class="bu">print</span>(f)</span>
+<span id="cb8-8"><a href="#cb8-8" aria-hidden="true" tabindex="-1"></a>read_json(f)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output cell-output-display">
 <pre style="white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace"><span style="color: #7fbfbf; text-decoration-color: #7fbfbf">[09/21/22 01:15:05] </span><span style="color: #008000; text-decoration-color: #008000">DEBUG   </span>                                                               <a href="file:///var/folders/cp/1fbgq2n922j8ztdsq6551vldkr5sdy/T/ipykernel_70174/3923293551.py" target="_blank"><span style="color: #7f7f7f; text-decoration-color: #7f7f7f">3923293551.py</span></a><span style="color: #7f7f7f; text-decoration-color: #7f7f7f">:</span><a href="file:///var/folders/cp/1fbgq2n922j8ztdsq6551vldkr5sdy/T/ipykernel_70174/3923293551.py#<module>:3" target="_blank"><span style="color: #7f7f7f; text-decoration-color: #7f7f7f">&lt;module&gt;:3</span></a>
 <span style="color: #7fbfbf; text-decoration-color: #7fbfbf">                    </span>         <span style="font-weight: bold">{</span>                                                             <span style="color: #7f7f7f; text-decoration-color: #7f7f7f">                        </span>
@@ -490,7 +498,7 @@ <h3 class="anchored" data-anchor-id="read_yaml">read_yaml</h3>
 <section id="write_xml" class="level3">
 <h3 class="anchored" data-anchor-id="write_xml">write_xml</h3>
 <blockquote class="blockquote">
-<pre><code> write_xml (data:Union[torch_snippets.markup.AttrDict,dict],
+<pre><code> write_xml (data:Union[__main__.AttrDict,dict],
             file_path:Union[str,pathlib.Path])</code></pre>
 </blockquote>
 <hr>
diff --git a/docs/search.json b/docs/search.json
index e33b7e9..dd0e751 100644
--- a/docs/search.json
+++ b/docs/search.json
@@ -11,7 +11,7 @@
     "href": "markups.html",
     "title": "Markups",
     "section": "",
-    "text": "AttrDict\n\n AttrDict (data)\n\nUtility to call a dictionary like an object FEATURES: 0. Get and Set any key (or a nested key) like it’s an object, tab-completion supported self.key1.key2[0].key3 … 1. Keys and Values are recursively parsed as AttrDicts 2. Formatting with self.pretty() 3. Convert everything to dict at any time via self.to_dict() 3. Recursively drop keys using self.drop(key) from a json object 4. Recursively call a function on all values at all levels using map\nGOTCHAS: 1. Due to enforcing a self.key format all integer keys are converted to strings implicitly. 2. You can still call self[int] but this internally converts the int to string\n\nxx = AttrDict({\"a\": 1, \"b\": [{\"c\": 2, \"d\": 4}, {\"e\": 3}]})\nprint(type(xx.b[0]))\nprint(type(xx.to_dict()[\"b\"][0]))\nxx.pretty()\n\n<class '__main__.AttrDict'>\n\n\n\n<class 'dict'>\n\n\n\n{\n    \"a\": 1,\n    \"b\": [\n        {\n            \"c\": 2,\n            \"d\": 4\n        },\n        {\n            \"e\": 3\n        }\n    ]\n}\n\n\n\n\nx = {\"abc\": {\"b\": 10, \"c\": 11}, \"d\": {\"e\": {\"f\": [2, {\"abc\": \"pqrs\"}, 2.234]}}}\n\ny = AttrDict(x)\n\nassert y.abc.b == 10\nassert y.d.e.f == [2, {\"abc\": \"pqrs\"}, 2.234]\n\ny.d.e.g = 11\n\n# del y.abc.c\n# OR\ndel y[\"abc\"][\"c\"]\n\nassert y.to_dict() == {\n    \"abc\": {\"b\": 10},\n    \"d\": {\"e\": {\"f\": [2, {\"abc\": \"pqrs\"}, 2.234], \"g\": 11}},\n}\n\ny.pretty(indent=2)\n\nassert \"abc\" in y\nassert \"def\" not in y\nprint(\"e\" in y.d)\n\n{\n  \"abc\": {\n    \"b\": 10\n  },\n  \"d\": {\n    \"e\": {\n      \"f\": [\n        2,\n        {\n          \"abc\": \"pqrs\"\n        },\n        2.234\n      ],\n      \"g\": 11\n    }\n  }\n}\n\n\n\nTrue\n\n\n\n\n\n\nwrite_json\n\n write_json (obj, fpath, silent=False)\n\n\n\n\nread_json\n\n read_json (fpath)\n\n\nd = [1, {1: 1, 2: 2}, 3]\n\npretty_json({1: 1, 2: 2})\npretty_json(d)\n\nf = write_json(d, \"/tmp/test.json\")\nprint(f)\nread_json(f)\n\n[09/21/22 01:15:05] DEBUG                                                                  3923293551.py:<module>:3\n                             {                                                                                     \n                                 \"1\": 1,                                                                           \n                                 \"2\": 2                                                                            \n                             }                                                                                     \n\n\n\n                    DEBUG                                                                  3923293551.py:<module>:4\n                             [                                                                                     \n                                 1,                                                                                \n                                 {                                                                                 \n                                     \"1\": 1,                                                                       \n                                     \"2\": 2                                                                        \n                                 },                                                                                \n                                 3                                                                                 \n                             ]                                                                                     \n\n\n\n                    DEBUG    Dumping json to /tmp/test.json                                3923293551.py:<module>:6\n\n\n\n/tmp/test.json\n\n\n\n[1, {'1': 1, '2': 2}, 3]\n\n\n\n\n\nread_jsonl\n\n read_jsonl (file)\n\n\n\n\nwrite_jsonl\n\n write_jsonl (items, dest, mode='w')\n\n\n\n\nwrite_yaml\n\n write_yaml (content, fpath)\n\n\n\n\nread_yaml\n\n read_yaml (file)\n\n\n\n\nwrite_xml\n\n write_xml (data:Union[torch_snippets.markup.AttrDict,dict],\n            file_path:Union[str,pathlib.Path])\n\n\n\n\nread_xml\n\n read_xml (file_path:Union[str,pathlib.Path])\n\nRead xml data as a dictionary"
+    "text": "AttrDict\n\n AttrDict (data)\n\nUtility to call a dictionary like an object FEATURES: 0. Get and Set any key (or a nested key) like it’s an object, tab-completion supported self.key1.key2[0].key3 … 1. Keys and Values are recursively parsed as AttrDicts 2. Formatting with self.pretty() 3. Convert everything to dict at any time via self.to_dict() 3. Recursively drop keys using self.drop(key) from a json object 4. Recursively call a function on all values at all levels using map\nGOTCHAS: 1. Due to enforcing a self.key format all integer keys are converted to strings implicitly. 2. You can still call self[int] but this internally converts the int to string\n\nxx = AttrDict({\"a\": 1, \"b\": [{\"c\": 2, \"d\": 4}, {\"e\": 3}]})\nprint(type(xx.b[0]))\nprint(type(xx.to_dict()[\"b\"][0]))\nxx.pretty()\n\n<class '__main__.AttrDict'>\n\n\n\n<class 'dict'>\n\n\n\n{\n    \"a\": 1,\n    \"b\": [\n        {\n            \"c\": 2,\n            \"d\": 4\n        },\n        {\n            \"e\": 3\n        }\n    ]\n}\n\n\n\n\nx = {\"abc\": {\"b\": 10, \"c\": 11}, \"d\": {\"e\": {\"f\": [2, {\"abc\": \"pqrs\"}, 2.234]}}}\n\ny = AttrDict(x)\n\nassert y.abc.b == 10\nassert y.d.e.f == [2, {\"abc\": \"pqrs\"}, 2.234]\n\ny.d.e.g = 11\n\n# del y.abc.c\n# OR\ndel y[\"abc\"][\"c\"]\n\nassert y.to_dict() == {\n    \"abc\": {\"b\": 10},\n    \"d\": {\"e\": {\"f\": [2, {\"abc\": \"pqrs\"}, 2.234], \"g\": 11}},\n}\n\ny.pretty(indent=2)\n\nassert \"abc\" in y\nassert \"def\" not in y\nprint(\"e\" in y.d)\n\n{\n  \"abc\": {\n    \"b\": 10\n  },\n  \"d\": {\n    \"e\": {\n      \"f\": [\n        2,\n        {\n          \"abc\": \"pqrs\"\n        },\n        2.234\n      ],\n      \"g\": 11\n    }\n  }\n}\n\n\n\nTrue\n\n\n\n\nx = {\"abc\": {\"b\": 10, \"c\": 11}, \"d\": {\"e\": {\"f\": [2, {\"abc\": \"pqrs\"}, 2.234]}}}\ny = AttrDict(x)\ny.abc[[\"b\", \"c\"]]\n\n{'b': 10, 'c': 11}\n\n\n\n\n\nwrite_json\n\n write_json (obj, fpath, silent=False)\n\n\n\n\nread_json\n\n read_json (fpath)\n\n\nd = [1, {1: 1, 2: 2}, 3]\n\npretty_json({1: 1, 2: 2})\npretty_json(d)\n\nf = write_json(d, \"/tmp/test.json\")\nprint(f)\nread_json(f)\n\n[09/21/22 01:15:05] DEBUG                                                                  3923293551.py:<module>:3\n                             {                                                                                     \n                                 \"1\": 1,                                                                           \n                                 \"2\": 2                                                                            \n                             }                                                                                     \n\n\n\n                    DEBUG                                                                  3923293551.py:<module>:4\n                             [                                                                                     \n                                 1,                                                                                \n                                 {                                                                                 \n                                     \"1\": 1,                                                                       \n                                     \"2\": 2                                                                        \n                                 },                                                                                \n                                 3                                                                                 \n                             ]                                                                                     \n\n\n\n                    DEBUG    Dumping json to /tmp/test.json                                3923293551.py:<module>:6\n\n\n\n/tmp/test.json\n\n\n\n[1, {'1': 1, '2': 2}, 3]\n\n\n\n\n\nread_jsonl\n\n read_jsonl (file)\n\n\n\n\nwrite_jsonl\n\n write_jsonl (items, dest, mode='w')\n\n\n\n\nwrite_yaml\n\n write_yaml (content, fpath)\n\n\n\n\nread_yaml\n\n read_yaml (file)\n\n\n\n\nwrite_xml\n\n write_xml (data:Union[__main__.AttrDict,dict],\n            file_path:Union[str,pathlib.Path])\n\n\n\n\nread_xml\n\n read_xml (file_path:Union[str,pathlib.Path])\n\nRead xml data as a dictionary"
   },
   {
     "objectID": "interactive_show.html",
@@ -74,7 +74,7 @@
     "href": "jupyter_notebook.html",
     "title": "Jupyter Notebooks",
     "section": "",
-    "text": "is_in_notebook\n\n is_in_notebook ()\n\n\n\n\nbackup_this_notebook\n\n backup_this_notebook (this_file_path, save_html_to=None,\n                       override_previous_backup=False, changelog=None,\n                       exclude_input=False)\n\n\n\n\nsave_notebook\n\n save_notebook (file_path)\n\n\nbackup_this_notebook(\"jupyter_notebook.ipynb\")\n\n\n\n\nshow_big_dataframe\n\n show_big_dataframe (df, max_rows=30)\n\n\n\n\ndisplay_dfs_side_by_side\n\n display_dfs_side_by_side (*args, titles=<itertools.cycle object at\n                           0x7f88f1237100>, max_rows=50)\n\n\n\n\nh6\n\n h6 (text)\n\n\n\n\nh5\n\n h5 (text)\n\n\n\n\nh4\n\n h4 (text)\n\n\n\n\nh3\n\n h3 (text)\n\n\n\n\nh2\n\n h2 (text)\n\n\n\n\nh1\n\n h1 (text)\n\n\n\n\nshutdown_current_notebook\n\n shutdown_current_notebook (delay:int=None)"
+    "text": "is_in_notebook\n\n is_in_notebook ()\n\n\n\n\nbackup_all_notebooks\n\n backup_all_notebooks (folder)\n\n\n\n\nbackup_this_notebook\n\n backup_this_notebook (this_file_path, save_html_to=None,\n                       override_previous_backup=False, changelog=None,\n                       exclude_input=False, force_save_notebook=True)\n\n\n\n\nsave_notebook\n\n save_notebook (file_path)\n\n\nbackup_this_notebook(\"jupyter_notebook.ipynb\")\n\n\n\n\nshow_big_dataframe\n\n show_big_dataframe (df, max_rows=30)\n\n\n\n\ndisplay_dfs_side_by_side\n\n display_dfs_side_by_side (*args, titles=<itertools.cycle object at\n                           0x7f915b1867c0>, max_rows=50)\n\n\n\n\nh6\n\n h6 (text)\n\n\n\n\nh5\n\n h5 (text)\n\n\n\n\nh4\n\n h4 (text)\n\n\n\n\nh3\n\n h3 (text)\n\n\n\n\nh2\n\n h2 (text)\n\n\n\n\nh1\n\n h1 (text)\n\n\n\n\nshutdown_current_notebook\n\n shutdown_current_notebook (delay:int=None)"
   },
   {
     "objectID": "config.html",
diff --git a/docs/sitemap.xml b/docs/sitemap.xml
index 2b95b6e..1a05e9b 100644
--- a/docs/sitemap.xml
+++ b/docs/sitemap.xml
@@ -2,90 +2,90 @@
 <urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
   <url>
     <loc>https://sizhky.github.io/torch_snippets/decorators.html</loc>
-    <lastmod>2023-09-23T12:19:01.284Z</lastmod>
+    <lastmod>2023-11-18T11:23:27.040Z</lastmod>
   </url>
   <url>
     <loc>https://sizhky.github.io/torch_snippets/markups.html</loc>
-    <lastmod>2023-09-23T12:19:01.798Z</lastmod>
+    <lastmod>2023-11-18T11:23:27.534Z</lastmod>
   </url>
   <url>
     <loc>https://sizhky.github.io/torch_snippets/interactive_show.html</loc>
-    <lastmod>2023-09-23T12:19:02.275Z</lastmod>
+    <lastmod>2023-11-18T11:23:27.924Z</lastmod>
   </url>
   <url>
     <loc>https://sizhky.github.io/torch_snippets/load_defautls.html</loc>
-    <lastmod>2023-09-23T12:19:02.779Z</lastmod>
+    <lastmod>2023-11-18T11:23:28.344Z</lastmod>
   </url>
   <url>
     <loc>https://sizhky.github.io/torch_snippets/sklegos.html</loc>
-    <lastmod>2023-09-23T12:19:03.207Z</lastmod>
+    <lastmod>2023-11-18T11:23:28.755Z</lastmod>
   </url>
   <url>
     <loc>https://sizhky.github.io/torch_snippets/bounding_boxes.html</loc>
-    <lastmod>2023-09-23T12:19:03.657Z</lastmod>
+    <lastmod>2023-11-18T11:23:29.233Z</lastmod>
   </url>
   <url>
     <loc>https://sizhky.github.io/torch_snippets/show.html</loc>
-    <lastmod>2023-09-23T12:19:04.203Z</lastmod>
+    <lastmod>2023-11-18T11:23:29.703Z</lastmod>
   </url>
   <url>
     <loc>https://sizhky.github.io/torch_snippets/pdf.html</loc>
-    <lastmod>2023-09-23T12:19:04.656Z</lastmod>
+    <lastmod>2023-11-18T11:23:30.228Z</lastmod>
   </url>
   <url>
     <loc>https://sizhky.github.io/torch_snippets/charts.html</loc>
-    <lastmod>2023-09-23T12:19:05.155Z</lastmod>
+    <lastmod>2023-11-18T11:23:30.771Z</lastmod>
   </url>
   <url>
     <loc>https://sizhky.github.io/torch_snippets/paths.html</loc>
-    <lastmod>2023-09-23T12:19:05.690Z</lastmod>
+    <lastmod>2023-11-18T11:23:31.182Z</lastmod>
   </url>
   <url>
     <loc>https://sizhky.github.io/torch_snippets/jupyter_notebook.html</loc>
-    <lastmod>2023-09-23T12:19:06.132Z</lastmod>
+    <lastmod>2023-11-18T11:23:31.554Z</lastmod>
   </url>
   <url>
     <loc>https://sizhky.github.io/torch_snippets/config.html</loc>
-    <lastmod>2023-09-23T12:19:06.600Z</lastmod>
+    <lastmod>2023-11-18T11:23:32.019Z</lastmod>
   </url>
   <url>
     <loc>https://sizhky.github.io/torch_snippets/misc.html</loc>
-    <lastmod>2023-09-23T12:19:07.107Z</lastmod>
+    <lastmod>2023-11-18T11:23:32.454Z</lastmod>
   </url>
   <url>
     <loc>https://sizhky.github.io/torch_snippets/registry.html</loc>
-    <lastmod>2023-09-23T12:19:07.550Z</lastmod>
+    <lastmod>2023-11-18T11:23:32.865Z</lastmod>
   </url>
   <url>
     <loc>https://sizhky.github.io/torch_snippets/adapters.html</loc>
-    <lastmod>2023-09-23T12:19:08.007Z</lastmod>
+    <lastmod>2023-11-18T11:23:33.269Z</lastmod>
   </url>
   <url>
     <loc>https://sizhky.github.io/torch_snippets/report.html</loc>
-    <lastmod>2023-09-23T12:19:08.422Z</lastmod>
+    <lastmod>2023-11-18T11:23:33.669Z</lastmod>
   </url>
   <url>
     <loc>https://sizhky.github.io/torch_snippets/capsule.html</loc>
-    <lastmod>2023-09-23T12:19:08.871Z</lastmod>
+    <lastmod>2023-11-18T11:23:34.111Z</lastmod>
   </url>
   <url>
     <loc>https://sizhky.github.io/torch_snippets/logging.html</loc>
-    <lastmod>2023-09-23T12:19:09.302Z</lastmod>
+    <lastmod>2023-11-18T11:23:34.617Z</lastmod>
   </url>
   <url>
     <loc>https://sizhky.github.io/torch_snippets/inspector.html</loc>
-    <lastmod>2023-09-23T12:19:09.633Z</lastmod>
+    <lastmod>2023-11-18T11:23:35.016Z</lastmod>
   </url>
   <url>
     <loc>https://sizhky.github.io/torch_snippets/bokeh_plotting.html</loc>
-    <lastmod>2023-09-23T12:19:09.944Z</lastmod>
+    <lastmod>2023-11-18T11:23:35.424Z</lastmod>
   </url>
   <url>
     <loc>https://sizhky.github.io/torch_snippets/index.html</loc>
-    <lastmod>2023-09-23T12:19:10.452Z</lastmod>
+    <lastmod>2023-11-18T11:23:35.809Z</lastmod>
   </url>
   <url>
     <loc>https://sizhky.github.io/torch_snippets/imgaug_loader.html</loc>
-    <lastmod>2023-09-23T12:19:10.925Z</lastmod>
+    <lastmod>2023-11-18T11:23:36.318Z</lastmod>
   </url>
 </urlset>
diff --git a/nbs/jupyter_notebook.ipynb b/nbs/jupyter_notebook.ipynb
index 9497f97..e24298d 100644
--- a/nbs/jupyter_notebook.ipynb
+++ b/nbs/jupyter_notebook.ipynb
@@ -84,6 +84,7 @@
     "    override_previous_backup=False,\n",
     "    changelog=None,\n",
     "    exclude_input=False,\n",
+    "    force_save_notebook=True,\n",
     "):\n",
     "    if save_html_to is None:\n",
     "        save_html_to = (\n",
@@ -104,7 +105,8 @@
     "            raise ValueError(\"Aborting\")\n",
     "        save_to = f\"{save_html_to}/{stem(this_file_path)}__{available_number:04}.html\"\n",
     "    Info(f\"Backing up this version of notebook to {save_to}\")\n",
-    "    save_notebook(this_file_path)\n",
+    "    if force_save_notebook:\n",
+    "        save_notebook(this_file_path)\n",
     "    this_notebook = nbformat.reads(\n",
     "        json.dumps(read_json(this_file_path)),\n",
     "        as_version=4,\n",
@@ -126,7 +128,15 @@
     "    changelog = f\"\\n## {stem(save_to)}\\n{changelog}\"\n",
     "    changelog_file.write_lines(changelog.split(\"\\n\"), mode=\"a+\")\n",
     "    Info(f\"Success! Visit {changelog_file} for detailed changes\")\n",
-    "    return save_to"
+    "    return save_to\n",
+    "\n",
+    "\n",
+    "def backup_all_notebooks(\n",
+    "    folder,\n",
+    "):\n",
+    "    all_notebooks = P(folder).Glob(\"*.ipynb\")\n",
+    "    for notebook in all_notebooks:\n",
+    "        backup_this_notebook(notebook, force_save_notebook=False)"
    ]
   },
   {
diff --git a/nbs/logging.ipynb b/nbs/logging.ipynb
index 3f246ff..2f35695 100644
--- a/nbs/logging.ipynb
+++ b/nbs/logging.ipynb
@@ -258,23 +258,24 @@
     "    return log_renderable\n",
     "\n",
     "\n",
-    "def reset_logger(level=\"INFO\", width=172, silent=True):\n",
+    "def reset_logger(level=\"INFO\", width=172, silent=True, disable_stdout=False):\n",
     "    if level is not None:\n",
     "        [logger.remove() for _ in range(100)]\n",
-    "        logger.configure(\n",
-    "            handlers=[\n",
-    "                {\n",
-    "                    \"sink\": RichHandler(\n",
-    "                        rich_tracebacks=True,\n",
-    "                        console=console,\n",
-    "                        tracebacks_show_locals=False,\n",
-    "                    ),\n",
-    "                    \"format\": \"<level>{message}</level>\",\n",
-    "                    \"backtrace\": True,\n",
-    "                    \"level\": level.upper(),\n",
-    "                }\n",
-    "            ],\n",
-    "        )\n",
+    "        if not disable_stdout:\n",
+    "            logger.configure(\n",
+    "                handlers=[\n",
+    "                    {\n",
+    "                        \"sink\": RichHandler(\n",
+    "                            rich_tracebacks=True,\n",
+    "                            console=console,\n",
+    "                            tracebacks_show_locals=False,\n",
+    "                        ),\n",
+    "                        \"format\": \"<level>{message}</level>\",\n",
+    "                        \"backtrace\": True,\n",
+    "                        \"level\": level.upper(),\n",
+    "                    }\n",
+    "                ],\n",
+    "            )\n",
     "    if width is not None:\n",
     "        for handler_id in logger._core.handlers:\n",
     "            try:\n",
@@ -1007,13 +1008,13 @@
     "    random.shuffle(frames)\n",
     "    SPINNERS[\"guess\"] = {\"interval\": 3000, \"frames\": frames}\n",
     "\n",
-    "    status = console.status(f\"[red]\\n{message:10}\", spinner=\"guess\")\n",
+    "    status = console.status(f\"[red]\\n{message:10}\", spinner=\"clock\")\n",
     "    with status as _:\n",
     "        s = time.perf_counter()\n",
     "        yield\n",
     "        time_taken = time.perf_counter() - s\n",
     "        time.sleep(0.1)\n",
-    "    Info(f\"{message} - Completed in {time_taken:.2f} s\")"
+    "    Info(f\"{message} - Completed in {time_taken:.2f} s\", depth=1)"
    ]
   },
   {
diff --git a/nbs/markups.ipynb b/nbs/markups.ipynb
index ffb671e..a04a33f 100644
--- a/nbs/markups.ipynb
+++ b/nbs/markups.ipynb
@@ -61,7 +61,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 20,
    "id": "611e5045",
    "metadata": {},
    "outputs": [],
@@ -140,7 +140,11 @@
     "        else:\n",
     "            return AttrDict(value) if isinstance(value, dict) else value\n",
     "\n",
-    "    __getitem__ = lambda self, x: getattr(self, str(x))\n",
+    "    __getitem__ = (\n",
+    "        lambda self, x: AttrDict({_x: self[_x] for _x in x})\n",
+    "        if isinstance(x, (list, L))\n",
+    "        else getattr(self, str(x))\n",
+    "    )\n",
     "    __setitem__ = lambda self, k, v: setattr(self, str(k), self._wrap(v))\n",
     "\n",
     "    def update(self, dict):\n",
@@ -244,7 +248,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 21,
    "id": "dcf808e7",
    "metadata": {},
    "outputs": [
@@ -257,18 +261,18 @@
        "\n",
        ">      AttrDict (data)\n",
        "\n",
-       "Utility to call a dictionary like an object  \n",
-       "FEATURES:  \n",
-       "0. Get and Set any key (or a nested key) like it's an object, tab-completion supported  \n",
-       "`self.key1.key2[0].key3` ...   \n",
-       "1. Keys and Values are recursively parsed as AttrDicts  \n",
-       "2. Formatting with self.pretty()  \n",
+       "Utility to call a dictionary like an object\n",
+       "FEATURES:\n",
+       "0. Get and Set any key (or a nested key) like it's an object, tab-completion supported\n",
+       "`self.key1.key2[0].key3` ...\n",
+       "1. Keys and Values are recursively parsed as AttrDicts\n",
+       "2. Formatting with self.pretty()\n",
        "3. Convert everything to dict at any time via `self.to_dict()`\n",
-       "3. Recursively drop keys using `self.drop(key)` from a json object  \n",
+       "3. Recursively drop keys using `self.drop(key)` from a json object\n",
        "4. Recursively call a function on all values at all levels using `map`\n",
        "\n",
-       "GOTCHAS:  \n",
-       "1. Due to enforcing a `self.key` format all integer keys are converted to strings implicitly.   \n",
+       "GOTCHAS:\n",
+       "1. Due to enforcing a `self.key` format all integer keys are converted to strings implicitly.\n",
        "2. You can still call `self[int]` but this internally converts the int to string"
       ],
       "text/plain": [
@@ -278,36 +282,35 @@
        "\n",
        ">      AttrDict (data)\n",
        "\n",
-       "Utility to call a dictionary like an object  \n",
-       "FEATURES:  \n",
-       "0. Get and Set any key (or a nested key) like it's an object, tab-completion supported  \n",
-       "`self.key1.key2[0].key3` ...   \n",
-       "1. Keys and Values are recursively parsed as AttrDicts  \n",
-       "2. Formatting with self.pretty()  \n",
+       "Utility to call a dictionary like an object\n",
+       "FEATURES:\n",
+       "0. Get and Set any key (or a nested key) like it's an object, tab-completion supported\n",
+       "`self.key1.key2[0].key3` ...\n",
+       "1. Keys and Values are recursively parsed as AttrDicts\n",
+       "2. Formatting with self.pretty()\n",
        "3. Convert everything to dict at any time via `self.to_dict()`\n",
-       "3. Recursively drop keys using `self.drop(key)` from a json object  \n",
+       "3. Recursively drop keys using `self.drop(key)` from a json object\n",
        "4. Recursively call a function on all values at all levels using `map`\n",
        "\n",
-       "GOTCHAS:  \n",
-       "1. Due to enforcing a `self.key` format all integer keys are converted to strings implicitly.   \n",
+       "GOTCHAS:\n",
+       "1. Due to enforcing a `self.key` format all integer keys are converted to strings implicitly.\n",
        "2. You can still call `self[int]` but this internally converts the int to string"
       ]
      },
-     "execution_count": 4,
+     "execution_count": 21,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
     "from nbdev import show_doc\n",
-    "from torch_snippets import AttrDict\n",
     "\n",
     "show_doc(AttrDict)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 22,
    "id": "bfb4146f-90bf-42bc-bf40-69fb6d612ea2",
    "metadata": {
     "execution": {
@@ -391,7 +394,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 23,
    "id": "7c5c6a5f-0b72-4e47-8dcf-c8f68e6cfaba",
    "metadata": {
     "execution": {
@@ -491,7 +494,30 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 24,
+   "id": "74fbdc3d",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'b': 10, 'c': 11}"
+      ]
+     },
+     "execution_count": 24,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "x = {\"abc\": {\"b\": 10, \"c\": 11}, \"d\": {\"e\": {\"f\": [2, {\"abc\": \"pqrs\"}, 2.234]}}}\n",
+    "y = AttrDict(x)\n",
+    "y.abc[[\"b\", \"c\"]]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
    "id": "ebeef579",
    "metadata": {},
    "outputs": [],
@@ -505,9 +531,13 @@
     "\n",
     "\n",
     "def write_json(obj, fpath, silent=False):\n",
+    "    from datetime import datetime, date\n",
+    "\n",
     "    def set_default(obj):\n",
     "        if isinstance(obj, set):\n",
     "            return list(obj)\n",
+    "        if isinstance(obj, (datetime, date)):\n",
+    "            return obj.isoformat()\n",
     "        raise TypeError\n",
     "\n",
     "    if not silent:\n",
@@ -519,7 +549,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": null,
    "id": "2f9a8810-5782-4bcc-a34f-33f04c855ada",
    "metadata": {
     "tags": []
@@ -625,7 +655,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": null,
    "id": "7dde0198",
    "metadata": {},
    "outputs": [],
@@ -647,7 +677,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": null,
    "id": "02f27598-c32e-46e3-a2ca-1d74914c300c",
    "metadata": {},
    "outputs": [],
@@ -668,7 +698,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": null,
    "id": "2befdc24",
    "metadata": {},
    "outputs": [],
@@ -693,7 +723,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": null,
    "id": "6b8f7bb4-beeb-4d81-95df-c7534b5327b9",
    "metadata": {},
    "outputs": [],
@@ -728,7 +758,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.9"
+   "version": "3.8.15"
   },
   "vscode": {
    "interpreter": {
diff --git a/nbs/paths.ipynb b/nbs/paths.ipynb
index 99bfdbf..837bd2c 100644
--- a/nbs/paths.ipynb
+++ b/nbs/paths.ipynb
@@ -65,6 +65,7 @@
     "    Debug,\n",
     "    Warn,\n",
     "    Excep,\n",
+    "    common,\n",
     ")\n",
     "from pathlib import Path\n",
     "import hashlib, shutil\n",
@@ -890,7 +891,10 @@
     "    for i in y:\n",
     "        os.rename(i, \"./x\")\n",
     "    # !rm ./x\n",
-    "    return"
+    "    return\n",
+    "\n",
+    "\n",
+    "common_items = lambda *fldrs: sorted(common(*[stems(fldr) for fldr in fldrs]))"
    ]
   },
   {
diff --git a/scripts.ipynb b/scripts.ipynb
index 49a5074..a042adb 100644
--- a/scripts.ipynb
+++ b/scripts.ipynb
@@ -2,155 +2,165 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
+      "\u001b[1mreformatted _proc/adapters.ipynb\u001b[0m\n",
+      "\u001b[1mreformatted _proc/load_defautls.ipynb\u001b[0m\n",
+      "\u001b[1mreformatted _proc/interactive_show.ipynb\u001b[0m\n",
+      "\u001b[1mreformatted _proc/decorators.ipynb\u001b[0m\n",
+      "\u001b[1mreformatted _proc/jupyter_notebook.ipynb\u001b[0m\n",
+      "\u001b[1mreformatted _proc/pdf.ipynb\u001b[0m\n",
+      "\u001b[1mreformatted _proc/sklegos.ipynb\u001b[0m\n",
+      "\u001b[1mreformatted _proc/config.ipynb\u001b[0m\n",
+      "\u001b[1mreformatted _proc/bounding_boxes.ipynb\u001b[0m\n",
+      "\u001b[1mreformatted _proc/markups.ipynb\u001b[0m\n",
+      "\u001b[1mreformatted _proc/logging.ipynb\u001b[0m\n",
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-      "\u001b[1mreformatted torch_snippets/pdf_loader.py\u001b[0m\n",
+      "\u001b[1mreformatted torch_snippets/misc.py\u001b[0m\n",
       "\u001b[1mreformatted nbs/logging.ipynb\u001b[0m\n",
-      "\u001b[1mreformatted torch_snippets/trainer/config.py\u001b[0m\n",
+      "\u001b[1mreformatted _proc/paths.ipynb\u001b[0m\n",
+      "\u001b[1mreformatted torch_snippets/pdf_loader.py\u001b[0m\n",
       "\u001b[1mreformatted torch_snippets/logger.py\u001b[0m\n",
+      "\u001b[1mreformatted torch_snippets/trainer/config.py\u001b[0m\n",
       "\u001b[1mreformatted torch_snippets/interactive_show.py\u001b[0m\n",
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+      "\u001b[1mreformatted torch_snippets/markup.py\u001b[0m\n",
       "\u001b[1mreformatted torch_snippets/trainer/capsule.py\u001b[0m\n",
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       "\u001b[1mreformatted torch_snippets/_modidx.py\u001b[0m\n",
       "\n",
       "\u001b[1mAll done! ✨ 🍰 ✨\u001b[0m\n",
-      "\u001b[34m\u001b[1m23 files \u001b[0m\u001b[1mreformatted\u001b[0m, \u001b[34m55 files \u001b[0mleft unchanged.\n",
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       "  Preparing metadata (setup.py) ... \u001b[?25ldone\n",
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+      "Requirement already satisfied: distlib<1,>=0.3.6 in /Users/yeshwanth.y/miniconda3/envs/mdm/lib/python3.8/site-packages (from virtualenv>=20.10.0->pre-commit->torch-snippets==0.507) (0.3.6)\n",
+      "Requirement already satisfied: platformdirs<4,>=2.4 in /Users/yeshwanth.y/miniconda3/envs/mdm/lib/python3.8/site-packages (from virtualenv>=20.10.0->pre-commit->torch-snippets==0.507) (2.6.0)\n",
+      "Requirement already satisfied: soupsieve>1.2 in /Users/yeshwanth.y/miniconda3/envs/mdm/lib/python3.8/site-packages (from beautifulsoup4->nbconvert->torch-snippets==0.507) (2.3.2.post1)\n",
+      "Requirement already satisfied: webencodings in /Users/yeshwanth.y/miniconda3/envs/mdm/lib/python3.8/site-packages (from bleach->nbconvert->torch-snippets==0.507) (0.5.1)\n",
+      "Requirement already satisfied: asttokens in /Users/yeshwanth.y/miniconda3/envs/mdm/lib/python3.8/site-packages (from stack-data->ipython->torch-snippets==0.507) (2.0.5)\n",
+      "Requirement already satisfied: pure-eval in /Users/yeshwanth.y/miniconda3/envs/mdm/lib/python3.8/site-packages (from stack-data->ipython->torch-snippets==0.507) (0.2.2)\n",
+      "Requirement already satisfied: executing in /Users/yeshwanth.y/miniconda3/envs/mdm/lib/python3.8/site-packages (from stack-data->ipython->torch-snippets==0.507) (0.8.3)\n",
+      "Requirement already satisfied: zipp>=3.1.0 in /Users/yeshwanth.y/miniconda3/envs/mdm/lib/python3.8/site-packages (from importlib-resources>=1.4.0->jsonschema>=3.0->altair->torch-snippets==0.507) (3.8.0)\n",
+      "Requirement already satisfied: pyzmq>=23.0 in /Users/yeshwanth.y/miniconda3/envs/mdm/lib/python3.8/site-packages (from jupyter-client>=6.1.5->nbclient>=0.5.0->nbconvert->torch-snippets==0.507) (23.2.0)\n",
+      "Requirement already satisfied: tornado>=6.2 in /Users/yeshwanth.y/miniconda3/envs/mdm/lib/python3.8/site-packages (from jupyter-client>=6.1.5->nbclient>=0.5.0->nbconvert->torch-snippets==0.507) (6.2)\n",
       "Installing collected packages: torch-snippets\n",
       "  Attempting uninstall: torch-snippets\n",
-      "    Found existing installation: torch-snippets 0.505\n",
-      "    Uninstalling torch-snippets-0.505:\n",
-      "      Successfully uninstalled torch-snippets-0.505\n",
+      "    Found existing installation: torch-snippets 0.506\n",
+      "    Uninstalling torch-snippets-0.506:\n",
+      "      Successfully uninstalled torch-snippets-0.506\n",
       "  Running setup.py develop for torch-snippets\n",
-      "Successfully installed torch-snippets-0.506\n",
+      "Successfully installed torch-snippets-0.507\n",
       "Note: you may need to restart the kernel to use updated packages.\n"
      ]
     }
@@ -163,27 +173,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/Users/yeshwanth.y/miniconda3/envs/mdm/lib/python3.8/site-packages/torchvision/io/image.py:13: UserWarning: Failed to load image Python extension: dlopen(/Users/yeshwanth.y/miniconda3/envs/mdm/lib/python3.8/site-packages/torchvision/image.so, 0x0006): Symbol not found: (__ZN3c106detail19maybe_wrap_dim_slowExxb)\n",
-      "  Referenced from: '/Users/yeshwanth.y/miniconda3/envs/mdm/lib/python3.8/site-packages/torchvision/image.so'\n",
-      "  Expected in: '/Users/yeshwanth.y/miniconda3/envs/mdm/lib/python3.8/site-packages/torch/lib/libc10.dylib'\n",
-      "  warn(f\"Failed to load image Python extension: {e}\")\n"
-     ]
-    },
     {
      "data": {
       "text/html": [
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@@ -192,10 +192,10 @@
     {
      "data": {
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-       "'0.506'"
+       "'0.507'"
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+     "execution_count": 7,
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     }
@@ -209,7 +209,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [
     {
@@ -232,60 +232,60 @@
       "adding license file 'LICENSE.txt'\n",
       "writing manifest file 'torch_snippets.egg-info/SOURCES.txt'\n",
       "running check\n",
-      "creating torch_snippets-0.506\n",
-      "creating torch_snippets-0.506/torch_snippets\n",
-      "creating torch_snippets-0.506/torch_snippets.egg-info\n",
-      "creating torch_snippets-0.506/torch_snippets/thinc_parser\n",
-      "creating torch_snippets-0.506/torch_snippets/trainer\n",
-      "copying files to torch_snippets-0.506...\n",
-      "copying LICENSE -> torch_snippets-0.506\n",
-      "copying LICENSE.txt -> torch_snippets-0.506\n",
-      "copying MANIFEST.in -> torch_snippets-0.506\n",
-      "copying README.md -> torch_snippets-0.506\n",
-      "copying settings.ini -> torch_snippets-0.506\n",
-      "copying setup.cfg -> torch_snippets-0.506\n",
-      "copying setup.py -> torch_snippets-0.506\n",
-      "copying torch_snippets/__init__.py -> torch_snippets-0.506/torch_snippets\n",
-      "copying torch_snippets/_modidx.py -> torch_snippets-0.506/torch_snippets\n",
-      "copying torch_snippets/_nbdev.py -> torch_snippets-0.506/torch_snippets\n",
-      "copying torch_snippets/adapters.py -> torch_snippets-0.506/torch_snippets\n",
-      "copying torch_snippets/bb_utils.py -> torch_snippets-0.506/torch_snippets\n",
-      "copying torch_snippets/bokeh_loader.py -> torch_snippets-0.506/torch_snippets\n",
-      "copying torch_snippets/charts.py -> torch_snippets-0.506/torch_snippets\n",
-      "copying torch_snippets/dates.py -> torch_snippets-0.506/torch_snippets\n",
-      "copying torch_snippets/decorators.py -> torch_snippets-0.506/torch_snippets\n",
-      "copying torch_snippets/fastcores.py -> torch_snippets-0.506/torch_snippets\n",
-      "copying torch_snippets/imgaug_loader.py -> torch_snippets-0.506/torch_snippets\n",
-      "copying torch_snippets/inspector.py -> torch_snippets-0.506/torch_snippets\n",
-      "copying torch_snippets/interactive_show.py -> torch_snippets-0.506/torch_snippets\n",
-      "copying torch_snippets/ipython.py -> torch_snippets-0.506/torch_snippets\n",
-      "copying torch_snippets/load_defaults.py -> torch_snippets-0.506/torch_snippets\n",
-      "copying torch_snippets/loader.py -> torch_snippets-0.506/torch_snippets\n",
-      "copying torch_snippets/logger.py -> torch_snippets-0.506/torch_snippets\n",
-      "copying torch_snippets/markup.py -> torch_snippets-0.506/torch_snippets\n",
-      "copying torch_snippets/misc.py -> torch_snippets-0.506/torch_snippets\n",
-      "copying torch_snippets/paths.py -> torch_snippets-0.506/torch_snippets\n",
-      "copying torch_snippets/pdf_loader.py -> torch_snippets-0.506/torch_snippets\n",
-      "copying torch_snippets/registry.py -> torch_snippets-0.506/torch_snippets\n",
-      "copying torch_snippets/sklegos.py -> torch_snippets-0.506/torch_snippets\n",
-      "copying torch_snippets/text_utils.py -> torch_snippets-0.506/torch_snippets\n",
-      "copying torch_snippets/torch_loader.py -> torch_snippets-0.506/torch_snippets\n",
-      "copying torch_snippets.egg-info/PKG-INFO -> torch_snippets-0.506/torch_snippets.egg-info\n",
-      "copying torch_snippets.egg-info/SOURCES.txt -> torch_snippets-0.506/torch_snippets.egg-info\n",
-      "copying torch_snippets.egg-info/dependency_links.txt -> torch_snippets-0.506/torch_snippets.egg-info\n",
-      "copying torch_snippets.egg-info/not-zip-safe -> torch_snippets-0.506/torch_snippets.egg-info\n",
-      "copying torch_snippets.egg-info/requires.txt -> torch_snippets-0.506/torch_snippets.egg-info\n",
-      "copying torch_snippets.egg-info/top_level.txt -> torch_snippets-0.506/torch_snippets.egg-info\n",
-      "copying torch_snippets/thinc_parser/__init__.py -> torch_snippets-0.506/torch_snippets/thinc_parser\n",
-      "copying torch_snippets/thinc_parser/parser.py -> torch_snippets-0.506/torch_snippets/thinc_parser\n",
-      "copying torch_snippets/trainer/__init__.py -> torch_snippets-0.506/torch_snippets/trainer\n",
-      "copying torch_snippets/trainer/capsule.py -> torch_snippets-0.506/torch_snippets/trainer\n",
-      "copying torch_snippets/trainer/config.py -> torch_snippets-0.506/torch_snippets/trainer\n",
-      "copying torch_snippets/trainer/hooks.py -> torch_snippets-0.506/torch_snippets/trainer\n",
-      "Writing torch_snippets-0.506/setup.cfg\n",
+      "creating torch_snippets-0.507\n",
+      "creating torch_snippets-0.507/torch_snippets\n",
+      "creating torch_snippets-0.507/torch_snippets.egg-info\n",
+      "creating torch_snippets-0.507/torch_snippets/thinc_parser\n",
+      "creating torch_snippets-0.507/torch_snippets/trainer\n",
+      "copying files to torch_snippets-0.507...\n",
+      "copying LICENSE -> torch_snippets-0.507\n",
+      "copying LICENSE.txt -> torch_snippets-0.507\n",
+      "copying MANIFEST.in -> torch_snippets-0.507\n",
+      "copying README.md -> torch_snippets-0.507\n",
+      "copying settings.ini -> torch_snippets-0.507\n",
+      "copying setup.cfg -> torch_snippets-0.507\n",
+      "copying setup.py -> torch_snippets-0.507\n",
+      "copying torch_snippets/__init__.py -> torch_snippets-0.507/torch_snippets\n",
+      "copying torch_snippets/_modidx.py -> torch_snippets-0.507/torch_snippets\n",
+      "copying torch_snippets/_nbdev.py -> torch_snippets-0.507/torch_snippets\n",
+      "copying torch_snippets/adapters.py -> torch_snippets-0.507/torch_snippets\n",
+      "copying torch_snippets/bb_utils.py -> torch_snippets-0.507/torch_snippets\n",
+      "copying torch_snippets/bokeh_loader.py -> torch_snippets-0.507/torch_snippets\n",
+      "copying torch_snippets/charts.py -> torch_snippets-0.507/torch_snippets\n",
+      "copying torch_snippets/dates.py -> torch_snippets-0.507/torch_snippets\n",
+      "copying torch_snippets/decorators.py -> torch_snippets-0.507/torch_snippets\n",
+      "copying torch_snippets/fastcores.py -> torch_snippets-0.507/torch_snippets\n",
+      "copying torch_snippets/imgaug_loader.py -> torch_snippets-0.507/torch_snippets\n",
+      "copying torch_snippets/inspector.py -> torch_snippets-0.507/torch_snippets\n",
+      "copying torch_snippets/interactive_show.py -> torch_snippets-0.507/torch_snippets\n",
+      "copying torch_snippets/ipython.py -> torch_snippets-0.507/torch_snippets\n",
+      "copying torch_snippets/load_defaults.py -> torch_snippets-0.507/torch_snippets\n",
+      "copying torch_snippets/loader.py -> torch_snippets-0.507/torch_snippets\n",
+      "copying torch_snippets/logger.py -> torch_snippets-0.507/torch_snippets\n",
+      "copying torch_snippets/markup.py -> torch_snippets-0.507/torch_snippets\n",
+      "copying torch_snippets/misc.py -> torch_snippets-0.507/torch_snippets\n",
+      "copying torch_snippets/paths.py -> torch_snippets-0.507/torch_snippets\n",
+      "copying torch_snippets/pdf_loader.py -> torch_snippets-0.507/torch_snippets\n",
+      "copying torch_snippets/registry.py -> torch_snippets-0.507/torch_snippets\n",
+      "copying torch_snippets/sklegos.py -> torch_snippets-0.507/torch_snippets\n",
+      "copying torch_snippets/text_utils.py -> torch_snippets-0.507/torch_snippets\n",
+      "copying torch_snippets/torch_loader.py -> torch_snippets-0.507/torch_snippets\n",
+      "copying torch_snippets.egg-info/PKG-INFO -> torch_snippets-0.507/torch_snippets.egg-info\n",
+      "copying torch_snippets.egg-info/SOURCES.txt -> torch_snippets-0.507/torch_snippets.egg-info\n",
+      "copying torch_snippets.egg-info/dependency_links.txt -> torch_snippets-0.507/torch_snippets.egg-info\n",
+      "copying torch_snippets.egg-info/not-zip-safe -> torch_snippets-0.507/torch_snippets.egg-info\n",
+      "copying torch_snippets.egg-info/requires.txt -> torch_snippets-0.507/torch_snippets.egg-info\n",
+      "copying torch_snippets.egg-info/top_level.txt -> torch_snippets-0.507/torch_snippets.egg-info\n",
+      "copying torch_snippets/thinc_parser/__init__.py -> torch_snippets-0.507/torch_snippets/thinc_parser\n",
+      "copying torch_snippets/thinc_parser/parser.py -> torch_snippets-0.507/torch_snippets/thinc_parser\n",
+      "copying torch_snippets/trainer/__init__.py -> torch_snippets-0.507/torch_snippets/trainer\n",
+      "copying torch_snippets/trainer/capsule.py -> torch_snippets-0.507/torch_snippets/trainer\n",
+      "copying torch_snippets/trainer/config.py -> torch_snippets-0.507/torch_snippets/trainer\n",
+      "copying torch_snippets/trainer/hooks.py -> torch_snippets-0.507/torch_snippets/trainer\n",
+      "Writing torch_snippets-0.507/setup.cfg\n",
       "creating dist\n",
       "Creating tar archive\n",
-      "removing 'torch_snippets-0.506' (and everything under it)\n",
+      "removing 'torch_snippets-0.507' (and everything under it)\n",
       "running bdist_wheel\n",
       "running build\n",
       "running build_py\n",
@@ -367,12 +367,12 @@
       "copying build/lib/torch_snippets/adapters.py -> build/bdist.macosx-10.9-x86_64/wheel/torch_snippets\n",
       "copying build/lib/torch_snippets/decorators.py -> build/bdist.macosx-10.9-x86_64/wheel/torch_snippets\n",
       "running install_egg_info\n",
-      "Copying torch_snippets.egg-info to build/bdist.macosx-10.9-x86_64/wheel/torch_snippets-0.506-py3.8.egg-info\n",
+      "Copying torch_snippets.egg-info to build/bdist.macosx-10.9-x86_64/wheel/torch_snippets-0.507-py3.8.egg-info\n",
       "running install_scripts\n",
       "adding license file \"LICENSE\" (matched pattern \"LICEN[CS]E*\")\n",
       "adding license file \"LICENSE.txt\" (matched pattern \"LICEN[CS]E*\")\n",
-      "creating build/bdist.macosx-10.9-x86_64/wheel/torch_snippets-0.506.dist-info/WHEEL\n",
-      "creating 'dist/torch_snippets-0.506-py3-none-any.whl' and adding 'build/bdist.macosx-10.9-x86_64/wheel' to it\n",
+      "creating build/bdist.macosx-10.9-x86_64/wheel/torch_snippets-0.507.dist-info/WHEEL\n",
+      "creating 'dist/torch_snippets-0.507-py3-none-any.whl' and adding 'build/bdist.macosx-10.9-x86_64/wheel' to it\n",
       "adding 'torch_snippets/__init__.py'\n",
       "adding 'torch_snippets/_modidx.py'\n",
       "adding 'torch_snippets/_nbdev.py'\n",
@@ -404,21 +404,21 @@
       "adding 'torch_snippets/trainer/capsule.py'\n",
       "adding 'torch_snippets/trainer/config.py'\n",
       "adding 'torch_snippets/trainer/hooks.py'\n",
-      "adding 'torch_snippets-0.506.dist-info/LICENSE'\n",
-      "adding 'torch_snippets-0.506.dist-info/LICENSE.txt'\n",
-      "adding 'torch_snippets-0.506.dist-info/METADATA'\n",
-      "adding 'torch_snippets-0.506.dist-info/WHEEL'\n",
-      "adding 'torch_snippets-0.506.dist-info/top_level.txt'\n",
-      "adding 'torch_snippets-0.506.dist-info/RECORD'\n",
+      "adding 'torch_snippets-0.507.dist-info/LICENSE'\n",
+      "adding 'torch_snippets-0.507.dist-info/LICENSE.txt'\n",
+      "adding 'torch_snippets-0.507.dist-info/METADATA'\n",
+      "adding 'torch_snippets-0.507.dist-info/WHEEL'\n",
+      "adding 'torch_snippets-0.507.dist-info/top_level.txt'\n",
+      "adding 'torch_snippets-0.507.dist-info/RECORD'\n",
       "removing build/bdist.macosx-10.9-x86_64/wheel\n",
       "Uploading distributions to https://upload.pypi.org/legacy/\n",
-      "Uploading torch_snippets-0.506-py3-none-any.whl\n",
-      "\u001b[2K\u001b[35m100%\u001b[0m \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m75.6/75.6 kB\u001b[0m • \u001b[33m00:00\u001b[0m • \u001b[31m56.4 MB/s\u001b[0m\n",
-      "\u001b[?25hUploading torch_snippets-0.506.tar.gz\n",
-      "\u001b[2K\u001b[35m100%\u001b[0m \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m65.2/65.2 kB\u001b[0m • \u001b[33m00:00\u001b[0m • \u001b[31m63.8 MB/s\u001b[0m\n",
+      "Uploading torch_snippets-0.507-py3-none-any.whl\n",
+      "\u001b[2K\u001b[35m100%\u001b[0m \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m76.9/76.9 kB\u001b[0m • \u001b[33m00:00\u001b[0m • \u001b[31m27.6 MB/s\u001b[0m\n",
+      "\u001b[?25hUploading torch_snippets-0.507.tar.gz\n",
+      "\u001b[2K\u001b[35m100%\u001b[0m \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m66.6/66.6 kB\u001b[0m • \u001b[33m00:00\u001b[0m • \u001b[31m63.3 MB/s\u001b[0m\n",
       "\u001b[?25h\n",
       "\u001b[32mView at:\u001b[0m\n",
-      "https://pypi.org/project/torch-snippets/0.506/\n",
+      "https://pypi.org/project/torch-snippets/0.507/\n",
       "conda build --output-folder out --no-anaconda-upload  torch_snippets\n",
       "\n",
       "CommandNotFoundError: To use 'conda build', install conda-build.\n",
@@ -445,7 +445,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [
     {
@@ -598,108 +598,27 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Fix End of Files.........................................................\u001b[41mFailed\u001b[m\n",
-      "\u001b[2m- hook id: end-of-file-fixer\u001b[m\n",
-      "\u001b[2m- exit code: 1\u001b[m\n",
-      "\u001b[2m- files were modified by this hook\u001b[m\n",
-      "\n",
-      "Fixing docs/site_libs/quarto-html/popper.min.js\n",
-      "Fixing docs/capsule.html\n",
-      "Fixing docs/index.html\n",
-      "Fixing docs/site_libs/quarto-html/tippy.css\n",
-      "Fixing docs/site_libs/clipboard/clipboard.min.js\n",
-      "Fixing docs/load_defautls.html\n",
-      "Fixing docs/adapters.html\n",
-      "Fixing docs/site_libs/bootstrap/bootstrap.min.js\n",
-      "Fixing torch_snippets.egg-info/SOURCES.txt\n",
-      "Fixing docs/logging.html\n",
-      "Fixing docs/charts.html\n",
-      "Fixing docs/site_libs/quarto-search/fuse.min.js\n",
-      "Fixing docs/registry.html\n",
-      "Fixing docs/config.html\n",
-      "Fixing docs/bokeh_plotting.html\n",
-      "Fixing docs/sklegos.html\n",
-      "Fixing docs/decorators.html\n",
-      "Fixing docs/site_libs/quarto-search/autocomplete.umd.js\n",
-      "Fixing docs/jupyter_notebook.html\n",
-      "Fixing docs/paths.html\n",
-      "Fixing docs/site_libs/quarto-html/anchor.min.js\n",
-      "Fixing docs/markups.html\n",
-      "Fixing docs/pdf.html\n",
-      "Fixing docs/misc.html\n",
-      "Fixing docs/report.html\n",
-      "Fixing docs/interactive_show.html\n",
-      "Fixing docs/imgaug_loader.html\n",
-      "Fixing docs/show.html\n",
-      "Fixing docs/bounding_boxes.html\n",
-      "Fixing docs/site_libs/quarto-html/tippy.umd.min.js\n",
-      "Fixing docs/inspector.html\n",
-      "Fixing docs/search.json\n",
-      "\n",
-      "Trim Trailing Whitespace.................................................\u001b[41mFailed\u001b[m\n",
-      "\u001b[2m- hook id: trailing-whitespace\u001b[m\n",
-      "\u001b[2m- exit code: 1\u001b[m\n",
-      "\u001b[2m- files were modified by this hook\u001b[m\n",
-      "\n",
-      "Fixing docs/capsule.html\n",
-      "Fixing docs/index.html\n",
-      "Fixing docs/load_defautls.html\n",
-      "Fixing docs/adapters.html\n",
-      "Fixing docs/logging.html\n",
-      "Fixing docs/charts.html\n",
-      "Fixing docs/site_libs/bootstrap/bootstrap-icons.css\n",
-      "Fixing docs/registry.html\n",
-      "Fixing docs/config.html\n",
-      "Fixing docs/bokeh_plotting.html\n",
-      "Fixing docs/sklegos.html\n",
-      "Fixing docs/decorators.html\n",
-      "Fixing docs/jupyter_notebook.html\n",
-      "Fixing docs/paths.html\n",
-      "Fixing docs/markups.html\n",
-      "Fixing docs/pdf.html\n",
-      "Fixing docs/misc.html\n",
-      "Fixing docs/report.html\n",
-      "Fixing docs/interactive_show.html\n",
-      "Fixing docs/imgaug_loader.html\n",
-      "Fixing docs/show.html\n",
-      "Fixing docs/bounding_boxes.html\n",
-      "Fixing docs/inspector.html\n",
-      "\n",
-      "black....................................................................\u001b[41mFailed\u001b[m\n",
-      "\u001b[2m- hook id: black\u001b[m\n",
-      "\u001b[2m- files were modified by this hook\u001b[m\n",
-      "\n",
-      "\u001b[1mreformatted torch_snippets/load_defaults.py\u001b[0m\n",
-      "\u001b[1mreformatted torch_snippets/bokeh_loader.py\u001b[0m\n",
-      "\u001b[1mreformatted torch_snippets/decorators.py\u001b[0m\n",
-      "\u001b[1mreformatted torch_snippets/charts.py\u001b[0m\n",
-      "\u001b[1mreformatted torch_snippets/misc.py\u001b[0m\n",
-      "\u001b[1mreformatted torch_snippets/inspector.py\u001b[0m\n",
-      "\u001b[1mreformatted torch_snippets/ipython.py\u001b[0m\n",
-      "\u001b[1mreformatted torch_snippets/registry.py\u001b[0m\n",
-      "\u001b[1mreformatted torch_snippets/pdf_loader.py\u001b[0m\n",
-      "\u001b[1mreformatted torch_snippets/imgaug_loader.py\u001b[0m\n",
-      "\u001b[1mreformatted torch_snippets/logger.py\u001b[0m\n",
-      "\u001b[1mreformatted torch_snippets/trainer/config.py\u001b[0m\n",
-      "\u001b[1mreformatted torch_snippets/adapters.py\u001b[0m\n",
-      "\u001b[1mreformatted torch_snippets/interactive_show.py\u001b[0m\n",
-      "\u001b[1mreformatted torch_snippets/markup.py\u001b[0m\n",
-      "\u001b[1mreformatted torch_snippets/trainer/capsule.py\u001b[0m\n",
-      "\u001b[1mreformatted torch_snippets/paths.py\u001b[0m\n",
-      "\u001b[1mreformatted torch_snippets/bb_utils.py\u001b[0m\n",
-      "\u001b[1mreformatted torch_snippets/_modidx.py\u001b[0m\n",
-      "\n",
-      "\u001b[1mAll done! ✨ 🍰 ✨\u001b[0m\n",
-      "\u001b[34m\u001b[1m19 files \u001b[0m\u001b[1mreformatted\u001b[0m, \u001b[34m2 files \u001b[0mleft unchanged.\n",
-      "\n",
-      "Everything up-to-date\n"
+      "Fix End of Files.........................................................\u001b[42mPassed\u001b[m\n",
+      "Trim Trailing Whitespace.................................................\u001b[42mPassed\u001b[m\n",
+      "black....................................................................\u001b[42mPassed\u001b[m\n",
+      "[master 7b9503a] 0.507\n",
+      " 26 files changed, 1190 insertions(+), 1003 deletions(-)\n",
+      "Enumerating objects: 69, done.\n",
+      "Counting objects: 100% (69/69), done.\n",
+      "Delta compression using up to 12 threads\n",
+      "Compressing objects: 100% (34/34), done.\n",
+      "Writing objects: 100% (36/36), 22.51 KiB | 1.13 MiB/s, done.\n",
+      "Total 36 (delta 31), reused 0 (delta 0), pack-reused 0\n",
+      "remote: Resolving deltas: 100% (31/31), completed with 29 local objects.\u001b[K\n",
+      "To github.com:sizhky/torch_snippets.git\n",
+      "   5580d00..7b9503a  master -> master\n"
      ]
     }
    ],
diff --git a/torch_snippets/_modidx.py b/torch_snippets/_modidx.py
index 7acbf78..5e8a3a8 100644
--- a/torch_snippets/_modidx.py
+++ b/torch_snippets/_modidx.py
@@ -312,6 +312,10 @@
             ),
         },
         "torch_snippets.ipython": {
+            "torch_snippets.ipython.backup_all_notebooks": (
+                "jupyter_notebook.html#backup_all_notebooks",
+                "torch_snippets/ipython.py",
+            ),
             "torch_snippets.ipython.backup_this_notebook": (
                 "jupyter_notebook.html#backup_this_notebook",
                 "torch_snippets/ipython.py",
diff --git a/torch_snippets/dates.py b/torch_snippets/dates.py
index 539b359..f7bc4ab 100644
--- a/torch_snippets/dates.py
+++ b/torch_snippets/dates.py
@@ -1,3 +1,5 @@
+__all__ = ["make_uniform_date_format", "ALL_DATE_FORMATS", "are_dates_equal", "today"]
+
 from datetime import datetime
 from torch_snippets.loader import flatten, Debug
 from itertools import combinations_with_replacement
diff --git a/torch_snippets/ipython.py b/torch_snippets/ipython.py
index 3ca076f..33d078e 100644
--- a/torch_snippets/ipython.py
+++ b/torch_snippets/ipython.py
@@ -5,6 +5,7 @@
     "is_in_notebook",
     "save_notebook",
     "backup_this_notebook",
+    "backup_all_notebooks",
     "display_dfs_side_by_side",
     "show_big_dataframe",
     "h1",
@@ -60,6 +61,7 @@ def backup_this_notebook(
     override_previous_backup=False,
     changelog=None,
     exclude_input=False,
+    force_save_notebook=True,
 ):
     if save_html_to is None:
         save_html_to = (
@@ -80,7 +82,8 @@ def backup_this_notebook(
             raise ValueError("Aborting")
         save_to = f"{save_html_to}/{stem(this_file_path)}__{available_number:04}.html"
     Info(f"Backing up this version of notebook to {save_to}")
-    save_notebook(this_file_path)
+    if force_save_notebook:
+        save_notebook(this_file_path)
     this_notebook = nbformat.reads(
         json.dumps(read_json(this_file_path)),
         as_version=4,
@@ -105,6 +108,14 @@ def backup_this_notebook(
     return save_to
 
 
+def backup_all_notebooks(
+    folder,
+):
+    all_notebooks = P(folder).Glob("*.ipynb")
+    for notebook in all_notebooks:
+        backup_this_notebook(notebook, force_save_notebook=False)
+
+
 # %% ../nbs/jupyter_notebook.ipynb 6
 def display_dfs_side_by_side(*args, titles=cycle([""]), max_rows=50):
     html_str = ""
diff --git a/torch_snippets/loader.py b/torch_snippets/loader.py
index c468289..ffce11f 100755
--- a/torch_snippets/loader.py
+++ b/torch_snippets/loader.py
@@ -123,6 +123,8 @@
 import pdb, datetime
 from typing import Union, Tuple
 
+plt.rcParams["axes.edgecolor"] = "black"
+
 E = enumerate
 
 try:
diff --git a/torch_snippets/logger.py b/torch_snippets/logger.py
index b0517ea..53300e7 100644
--- a/torch_snippets/logger.py
+++ b/torch_snippets/logger.py
@@ -94,23 +94,24 @@ def render(
     return log_renderable
 
 
-def reset_logger(level="INFO", width=172, silent=True):
+def reset_logger(level="INFO", width=172, silent=True, disable_stdout=False):
     if level is not None:
         [logger.remove() for _ in range(100)]
-        logger.configure(
-            handlers=[
-                {
-                    "sink": RichHandler(
-                        rich_tracebacks=True,
-                        console=console,
-                        tracebacks_show_locals=False,
-                    ),
-                    "format": "<level>{message}</level>",
-                    "backtrace": True,
-                    "level": level.upper(),
-                }
-            ],
-        )
+        if not disable_stdout:
+            logger.configure(
+                handlers=[
+                    {
+                        "sink": RichHandler(
+                            rich_tracebacks=True,
+                            console=console,
+                            tracebacks_show_locals=False,
+                        ),
+                        "format": "<level>{message}</level>",
+                        "backtrace": True,
+                        "level": level.upper(),
+                    }
+                ],
+            )
     if width is not None:
         for handler_id in logger._core.handlers:
             try:
@@ -230,10 +231,10 @@ def notify_waiting(message):
     random.shuffle(frames)
     SPINNERS["guess"] = {"interval": 3000, "frames": frames}
 
-    status = console.status(f"[red]\n{message:10}", spinner="guess")
+    status = console.status(f"[red]\n{message:10}", spinner="clock")
     with status as _:
         s = time.perf_counter()
         yield
         time_taken = time.perf_counter() - s
         time.sleep(0.1)
-    Info(f"{message} - Completed in {time_taken:.2f} s")
+    Info(f"{message} - Completed in {time_taken:.2f} s", depth=1)
diff --git a/torch_snippets/markup.py b/torch_snippets/markup.py
index 00311cb..c43f931 100644
--- a/torch_snippets/markup.py
+++ b/torch_snippets/markup.py
@@ -101,7 +101,11 @@ def _wrap(self, value):
         else:
             return AttrDict(value) if isinstance(value, dict) else value
 
-    __getitem__ = lambda self, x: getattr(self, str(x))
+    __getitem__ = (
+        lambda self, x: AttrDict({_x: self[_x] for _x in x})
+        if isinstance(x, (list, L))
+        else getattr(self, str(x))
+    )
     __setitem__ = lambda self, k, v: setattr(self, str(k), self._wrap(v))
 
     def update(self, dict):
@@ -203,7 +207,7 @@ def set_default(obj):
         print(dump)
 
 
-# %% ../nbs/markups.ipynb 7
+# %% ../nbs/markups.ipynb 8
 def read_json(fpath):
     import json
 
@@ -212,9 +216,13 @@ def read_json(fpath):
 
 
 def write_json(obj, fpath, silent=False):
+    from datetime import datetime, date
+
     def set_default(obj):
         if isinstance(obj, set):
             return list(obj)
+        if isinstance(obj, (datetime, date)):
+            return obj.isoformat()
         raise TypeError
 
     if not silent:
@@ -224,7 +232,7 @@ def set_default(obj):
     return P(fpath)
 
 
-# %% ../nbs/markups.ipynb 9
+# %% ../nbs/markups.ipynb 10
 def write_jsonl(items, dest, mode="w"):
     makedir(parent(dest))
     with jsonlines.open(dest, mode) as writer:
@@ -239,7 +247,7 @@ def read_jsonl(file):
     return [json.loads(line) for line in readlines(file, silent=True)]
 
 
-# %% ../nbs/markups.ipynb 10
+# %% ../nbs/markups.ipynb 11
 def read_yaml(file):
     with open(file, "r") as stream:
         try:
@@ -253,7 +261,7 @@ def write_yaml(content, fpath):
         yaml.dump(content, outfile, default_flow_style=False)
 
 
-# %% ../nbs/markups.ipynb 11
+# %% ../nbs/markups.ipynb 12
 def read_xml(file_path: Union[str, P]) -> AttrDict:
     "Read xml data as a dictionary"
     with open(str(file_path)) as xml_file:
@@ -271,5 +279,5 @@ def write_xml(data: Union[AttrDict, dict], file_path: Union[str, P]):
         xml_file.write(data)
 
 
-# %% ../nbs/markups.ipynb 12
+# %% ../nbs/markups.ipynb 13
 Config = Config
diff --git a/torch_snippets/paths.py b/torch_snippets/paths.py
index 9714bcf..8d46770 100644
--- a/torch_snippets/paths.py
+++ b/torch_snippets/paths.py
@@ -3,6 +3,7 @@
 # %% auto 0
 __all__ = [
     "P",
+    "common_items",
     "dill",
     "input_to_str",
     "output_to_path",
@@ -41,6 +42,7 @@
     Debug,
     Warn,
     Excep,
+    common,
 )
 from pathlib import Path
 import hashlib, shutil
@@ -314,6 +316,8 @@ def remove_duplicates(files):
     return
 
 
+common_items = lambda *fldrs: sorted(common(*[stems(fldr) for fldr in fldrs]))
+
 # %% ../nbs/paths.ipynb 26
 def readlines(fpath, silent=False, encoding=None):
     with open(fpath, "r", encoding=encoding) as f: