From cc8cc1985701636f030adf34022fba2759cc5a3a Mon Sep 17 00:00:00 2001
From: servoz <servoz@users.noreply.github.com>
Date: Mon, 9 Dec 2024 13:12:47 +0000
Subject: [PATCH] =?UTF-8?q?Deploying=20to=20gh-pages=20from=20@=20populse/?=
 =?UTF-8?q?capsul@bcfec8e715d7d39d676cbb1a97a2dfaabf02c3ee=20=F0=9F=9A=80?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .doctrees/environment.pickle                  | Bin 3478791 -> 3478791 bytes
 .../nbsphinx/tutorial/capsul_tutorial.ipynb   | 472 +++++++++---------
 tutorial/capsul_tutorial.ipynb                | 472 +++++++++---------
 3 files changed, 472 insertions(+), 472 deletions(-)

diff --git a/.doctrees/environment.pickle b/.doctrees/environment.pickle
index 8bdd0b18f741480446e4e7feb0feb01b702878ac..3c88e3b904dafcac9c0ddfafe1373acf3c25d697 100644
GIT binary patch
delta 50296
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diff --git a/.doctrees/nbsphinx/tutorial/capsul_tutorial.ipynb b/.doctrees/nbsphinx/tutorial/capsul_tutorial.ipynb
index 874c93f1..465609ee 100644
--- a/.doctrees/nbsphinx/tutorial/capsul_tutorial.ipynb
+++ b/.doctrees/nbsphinx/tutorial/capsul_tutorial.ipynb
@@ -53,10 +53,10 @@
     "deletable": true,
     "editable": true,
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-     "iopub.status.idle": "2024-12-04T08:51:27.600529Z",
-     "shell.execute_reply": "2024-12-04T08:51:27.600008Z"
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+     "shell.execute_reply": "2024-12-09T13:12:36.872373Z"
     }
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    "outputs": [],
@@ -82,10 +82,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:27.602341Z",
-     "iopub.status.busy": "2024-12-04T08:51:27.602151Z",
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     }
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    "outputs": [
@@ -124,10 +124,10 @@
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     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:27.643748Z",
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+     "shell.execute_reply": "2024-12-09T13:12:37.307172Z"
     }
    },
    "outputs": [
@@ -184,10 +184,10 @@
     "deletable": true,
     "editable": true,
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-     "shell.execute_reply": "2024-12-04T08:51:28.085710Z"
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+     "shell.execute_reply": "2024-12-09T13:12:37.324840Z"
     }
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    "outputs": [
@@ -237,10 +237,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.088469Z",
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-     "shell.execute_reply": "2024-12-04T08:51:28.149485Z"
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@@ -294,10 +294,10 @@
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@@ -340,10 +340,10 @@
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@@ -385,10 +385,10 @@
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-     "iopub.execute_input": "2024-12-04T08:51:28.228635Z",
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+     "shell.execute_reply": "2024-12-09T13:12:37.479778Z"
     }
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    "outputs": [
@@ -443,10 +443,10 @@
     "deletable": true,
     "editable": true,
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-     "iopub.execute_input": "2024-12-04T08:51:28.245054Z",
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+     "shell.execute_reply": "2024-12-09T13:12:37.536928Z"
     }
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    "outputs": [
@@ -497,10 +497,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.305677Z",
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-     "shell.execute_reply": "2024-12-04T08:51:28.309490Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.539867Z",
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    "outputs": [],
@@ -550,10 +550,10 @@
     "deletable": true,
     "editable": true,
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-     "iopub.execute_input": "2024-12-04T08:51:28.312025Z",
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-     "shell.execute_reply": "2024-12-04T08:51:28.314820Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.545740Z",
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     }
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@@ -589,10 +589,10 @@
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-     "iopub.execute_input": "2024-12-04T08:51:28.317235Z",
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-     "shell.execute_reply": "2024-12-04T08:51:28.331926Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.550890Z",
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     }
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    "outputs": [
@@ -629,10 +629,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.334565Z",
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     }
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    "outputs": [
@@ -675,10 +675,10 @@
     "deletable": true,
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-     "iopub.execute_input": "2024-12-04T08:51:28.351079Z",
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-     "iopub.status.idle": "2024-12-04T08:51:28.364627Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.363949Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.582903Z",
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+     "shell.execute_reply": "2024-12-09T13:12:37.594789Z"
     }
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    "outputs": [
@@ -720,10 +720,10 @@
     "deletable": true,
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     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.366622Z",
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-     "shell.execute_reply": "2024-12-04T08:51:28.370577Z"
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     "scrolled": false
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@@ -792,10 +792,10 @@
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     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.373099Z",
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-     "iopub.status.idle": "2024-12-04T08:51:28.431733Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.431064Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.606377Z",
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     }
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    "outputs": [
@@ -839,10 +839,10 @@
     "deletable": true,
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-     "iopub.execute_input": "2024-12-04T08:51:28.434010Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.433634Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.437541Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.437004Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.664105Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.663593Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.667589Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.666941Z"
     }
    },
    "outputs": [],
@@ -886,10 +886,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.439618Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.439226Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.455194Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.454651Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.669686Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.669196Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.684087Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.683447Z"
     }
    },
    "outputs": [
@@ -926,10 +926,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.457134Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.456828Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.471231Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.470698Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.686120Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.685733Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.699624Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.699097Z"
     }
    },
    "outputs": [
@@ -972,10 +972,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.473350Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.472966Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.487064Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.486512Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.701521Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.701209Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.714733Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.714207Z"
     }
    },
    "outputs": [
@@ -1008,10 +1008,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.489115Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.488735Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.502237Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.501664Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.716780Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.716358Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.728956Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.728417Z"
     }
    },
    "outputs": [
@@ -1049,10 +1049,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.504374Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.503952Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.508575Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.507922Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.731080Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.730701Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.735101Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.734553Z"
     }
    },
    "outputs": [
@@ -1196,10 +1196,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.510584Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.510199Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.569926Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.569250Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.737082Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.736697Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.791166Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.790592Z"
     }
    },
    "outputs": [
@@ -1243,10 +1243,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.572379Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.571943Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.575932Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.575399Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.793225Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.792832Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.796703Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.796134Z"
     }
    },
    "outputs": [],
@@ -1286,10 +1286,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.578201Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.577812Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.595729Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.595043Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.798665Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.798295Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.814386Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.813752Z"
     }
    },
    "outputs": [
@@ -1338,10 +1338,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.598207Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.597721Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.613623Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.613052Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.816435Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.816043Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.830396Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.829761Z"
     }
    },
    "outputs": [
@@ -1401,10 +1401,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.615686Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.615482Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.630233Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.629687Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.832514Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.832120Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.845616Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.845006Z"
     }
    },
    "outputs": [
@@ -1446,10 +1446,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.632558Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.632091Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.653016Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.652318Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.847560Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.847362Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.866869Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.866329Z"
     }
    },
    "outputs": [
@@ -1503,10 +1503,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.655319Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.654868Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.670006Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.669481Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.868829Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.868460Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.882544Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.881999Z"
     }
    },
    "outputs": [
@@ -1551,10 +1551,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.671949Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.671752Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.688304Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.687630Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.884644Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.884237Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.899221Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.898693Z"
     }
    },
    "outputs": [
@@ -1590,10 +1590,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.690501Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.690131Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.703428Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.702921Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.901058Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.900859Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.913676Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.913125Z"
     }
    },
    "outputs": [
@@ -1633,10 +1633,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.705562Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.705188Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.720812Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.720272Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.915752Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.915373Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.930512Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.929995Z"
     }
    },
    "outputs": [
@@ -1672,10 +1672,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.722958Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.722580Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.737462Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.736839Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.932230Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.932046Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.945923Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.945412Z"
     }
    },
    "outputs": [
@@ -1720,10 +1720,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.739398Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.739196Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.753403Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.752858Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.947888Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.947505Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.960553Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.960007Z"
     }
    },
    "outputs": [
@@ -1754,10 +1754,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.755193Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.754990Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.768065Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.767510Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.962449Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.962065Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.974459Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.973951Z"
     }
    },
    "outputs": [
@@ -1786,10 +1786,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.770038Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.769653Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.782487Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.781976Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.976550Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.976031Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.988585Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.988039Z"
     }
    },
    "outputs": [
@@ -1817,10 +1817,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.784518Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.784142Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.787220Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.786716Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.990416Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.990215Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.993262Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.992758Z"
     }
    },
    "outputs": [],
@@ -1851,10 +1851,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.789232Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.788781Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.802456Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.801915Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.995183Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.994984Z",
+     "iopub.status.idle": "2024-12-09T13:12:38.008015Z",
+     "shell.execute_reply": "2024-12-09T13:12:38.007384Z"
     }
    },
    "outputs": [
@@ -1883,10 +1883,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.804523Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.804314Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.820405Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.819802Z"
+     "iopub.execute_input": "2024-12-09T13:12:38.010084Z",
+     "iopub.status.busy": "2024-12-09T13:12:38.009733Z",
+     "iopub.status.idle": "2024-12-09T13:12:38.023811Z",
+     "shell.execute_reply": "2024-12-09T13:12:38.023186Z"
     }
    },
    "outputs": [
@@ -1951,10 +1951,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.822589Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.822190Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.882576Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.881918Z"
+     "iopub.execute_input": "2024-12-09T13:12:38.025906Z",
+     "iopub.status.busy": "2024-12-09T13:12:38.025522Z",
+     "iopub.status.idle": "2024-12-09T13:12:38.082980Z",
+     "shell.execute_reply": "2024-12-09T13:12:38.082415Z"
     }
    },
    "outputs": [
@@ -2006,10 +2006,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.884645Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.884433Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.943667Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.943042Z"
+     "iopub.execute_input": "2024-12-09T13:12:38.085009Z",
+     "iopub.status.busy": "2024-12-09T13:12:38.084621Z",
+     "iopub.status.idle": "2024-12-09T13:12:38.141233Z",
+     "shell.execute_reply": "2024-12-09T13:12:38.140685Z"
     }
    },
    "outputs": [
@@ -2059,10 +2059,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.945870Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.945661Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.959723Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.959209Z"
+     "iopub.execute_input": "2024-12-09T13:12:38.143342Z",
+     "iopub.status.busy": "2024-12-09T13:12:38.142957Z",
+     "iopub.status.idle": "2024-12-09T13:12:38.155719Z",
+     "shell.execute_reply": "2024-12-09T13:12:38.155206Z"
     }
    },
    "outputs": [
@@ -2107,10 +2107,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.961798Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.961592Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.983860Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.983333Z"
+     "iopub.execute_input": "2024-12-09T13:12:38.157712Z",
+     "iopub.status.busy": "2024-12-09T13:12:38.157330Z",
+     "iopub.status.idle": "2024-12-09T13:12:38.177728Z",
+     "shell.execute_reply": "2024-12-09T13:12:38.177200Z"
     }
    },
    "outputs": [
@@ -2168,10 +2168,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.985883Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.985678Z",
-     "iopub.status.idle": "2024-12-04T08:51:29.010110Z",
-     "shell.execute_reply": "2024-12-04T08:51:29.009559Z"
+     "iopub.execute_input": "2024-12-09T13:12:38.179630Z",
+     "iopub.status.busy": "2024-12-09T13:12:38.179250Z",
+     "iopub.status.idle": "2024-12-09T13:12:38.201787Z",
+     "shell.execute_reply": "2024-12-09T13:12:38.201275Z"
     }
    },
    "outputs": [
@@ -2214,10 +2214,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:29.012149Z",
-     "iopub.status.busy": "2024-12-04T08:51:29.011918Z",
-     "iopub.status.idle": "2024-12-04T08:51:29.027255Z",
-     "shell.execute_reply": "2024-12-04T08:51:29.026727Z"
+     "iopub.execute_input": "2024-12-09T13:12:38.203670Z",
+     "iopub.status.busy": "2024-12-09T13:12:38.203312Z",
+     "iopub.status.idle": "2024-12-09T13:12:38.218064Z",
+     "shell.execute_reply": "2024-12-09T13:12:38.217420Z"
     }
    },
    "outputs": [
@@ -2265,10 +2265,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:29.029432Z",
-     "iopub.status.busy": "2024-12-04T08:51:29.029224Z",
-     "iopub.status.idle": "2024-12-04T08:51:29.042848Z",
-     "shell.execute_reply": "2024-12-04T08:51:29.042298Z"
+     "iopub.execute_input": "2024-12-09T13:12:38.220252Z",
+     "iopub.status.busy": "2024-12-09T13:12:38.219861Z",
+     "iopub.status.idle": "2024-12-09T13:12:38.232508Z",
+     "shell.execute_reply": "2024-12-09T13:12:38.231955Z"
     }
    },
    "outputs": [
@@ -2308,10 +2308,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:29.044938Z",
-     "iopub.status.busy": "2024-12-04T08:51:29.044732Z",
-     "iopub.status.idle": "2024-12-04T08:51:29.058845Z",
-     "shell.execute_reply": "2024-12-04T08:51:29.058181Z"
+     "iopub.execute_input": "2024-12-09T13:12:38.234450Z",
+     "iopub.status.busy": "2024-12-09T13:12:38.234068Z",
+     "iopub.status.idle": "2024-12-09T13:12:38.247328Z",
+     "shell.execute_reply": "2024-12-09T13:12:38.246719Z"
     }
    },
    "outputs": [
@@ -2352,10 +2352,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:29.061127Z",
-     "iopub.status.busy": "2024-12-04T08:51:29.060920Z",
-     "iopub.status.idle": "2024-12-04T08:51:29.079012Z",
-     "shell.execute_reply": "2024-12-04T08:51:29.078343Z"
+     "iopub.execute_input": "2024-12-09T13:12:38.249334Z",
+     "iopub.status.busy": "2024-12-09T13:12:38.248944Z",
+     "iopub.status.idle": "2024-12-09T13:12:38.265393Z",
+     "shell.execute_reply": "2024-12-09T13:12:38.264857Z"
     }
    },
    "outputs": [
@@ -2412,10 +2412,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:29.081409Z",
-     "iopub.status.busy": "2024-12-04T08:51:29.081029Z",
-     "iopub.status.idle": "2024-12-04T08:51:29.169408Z",
-     "shell.execute_reply": "2024-12-04T08:51:29.168820Z"
+     "iopub.execute_input": "2024-12-09T13:12:38.267395Z",
+     "iopub.status.busy": "2024-12-09T13:12:38.267013Z",
+     "iopub.status.idle": "2024-12-09T13:12:38.348672Z",
+     "shell.execute_reply": "2024-12-09T13:12:38.347886Z"
     }
    },
    "outputs": [
@@ -2458,10 +2458,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:29.171450Z",
-     "iopub.status.busy": "2024-12-04T08:51:29.171265Z",
-     "iopub.status.idle": "2024-12-04T08:51:29.185450Z",
-     "shell.execute_reply": "2024-12-04T08:51:29.184918Z"
+     "iopub.execute_input": "2024-12-09T13:12:38.350932Z",
+     "iopub.status.busy": "2024-12-09T13:12:38.350569Z",
+     "iopub.status.idle": "2024-12-09T13:12:38.364003Z",
+     "shell.execute_reply": "2024-12-09T13:12:38.363473Z"
     }
    },
    "outputs": [
@@ -2518,10 +2518,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:29.187458Z",
-     "iopub.status.busy": "2024-12-04T08:51:29.187110Z",
-     "iopub.status.idle": "2024-12-04T08:51:29.254872Z",
-     "shell.execute_reply": "2024-12-04T08:51:29.254312Z"
+     "iopub.execute_input": "2024-12-09T13:12:38.365875Z",
+     "iopub.status.busy": "2024-12-09T13:12:38.365673Z",
+     "iopub.status.idle": "2024-12-09T13:12:38.435296Z",
+     "shell.execute_reply": "2024-12-09T13:12:38.434629Z"
     }
    },
    "outputs": [
@@ -2611,10 +2611,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:29.257125Z",
-     "iopub.status.busy": "2024-12-04T08:51:29.256758Z",
-     "iopub.status.idle": "2024-12-04T08:51:29.316380Z",
-     "shell.execute_reply": "2024-12-04T08:51:29.315727Z"
+     "iopub.execute_input": "2024-12-09T13:12:38.437574Z",
+     "iopub.status.busy": "2024-12-09T13:12:38.437185Z",
+     "iopub.status.idle": "2024-12-09T13:12:38.494551Z",
+     "shell.execute_reply": "2024-12-09T13:12:38.493982Z"
     }
    },
    "outputs": [
@@ -2669,10 +2669,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:29.318419Z",
-     "iopub.status.busy": "2024-12-04T08:51:29.318213Z",
-     "iopub.status.idle": "2024-12-04T08:51:29.333202Z",
-     "shell.execute_reply": "2024-12-04T08:51:29.332516Z"
+     "iopub.execute_input": "2024-12-09T13:12:38.496360Z",
+     "iopub.status.busy": "2024-12-09T13:12:38.496168Z",
+     "iopub.status.idle": "2024-12-09T13:12:38.509310Z",
+     "shell.execute_reply": "2024-12-09T13:12:38.508798Z"
     }
    },
    "outputs": [
@@ -2714,10 +2714,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:29.335619Z",
-     "iopub.status.busy": "2024-12-04T08:51:29.335176Z",
-     "iopub.status.idle": "2024-12-04T08:51:29.606456Z",
-     "shell.execute_reply": "2024-12-04T08:51:29.605720Z"
+     "iopub.execute_input": "2024-12-09T13:12:38.511513Z",
+     "iopub.status.busy": "2024-12-09T13:12:38.511069Z",
+     "iopub.status.idle": "2024-12-09T13:12:38.772486Z",
+     "shell.execute_reply": "2024-12-09T13:12:38.771833Z"
     }
    },
    "outputs": [
@@ -2813,10 +2813,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:29.608711Z",
-     "iopub.status.busy": "2024-12-04T08:51:29.608499Z",
-     "iopub.status.idle": "2024-12-04T08:51:29.612145Z",
-     "shell.execute_reply": "2024-12-04T08:51:29.611608Z"
+     "iopub.execute_input": "2024-12-09T13:12:38.774491Z",
+     "iopub.status.busy": "2024-12-09T13:12:38.774288Z",
+     "iopub.status.idle": "2024-12-09T13:12:38.777673Z",
+     "shell.execute_reply": "2024-12-09T13:12:38.777167Z"
     }
    },
    "outputs": [],
@@ -2851,10 +2851,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:29.614250Z",
-     "iopub.status.busy": "2024-12-04T08:51:29.613864Z",
-     "iopub.status.idle": "2024-12-04T08:51:29.712530Z",
-     "shell.execute_reply": "2024-12-04T08:51:29.711894Z"
+     "iopub.execute_input": "2024-12-09T13:12:38.779500Z",
+     "iopub.status.busy": "2024-12-09T13:12:38.779304Z",
+     "iopub.status.idle": "2024-12-09T13:12:38.873591Z",
+     "shell.execute_reply": "2024-12-09T13:12:38.872998Z"
     }
    },
    "outputs": [
@@ -2934,10 +2934,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:29.714788Z",
-     "iopub.status.busy": "2024-12-04T08:51:29.714383Z",
-     "iopub.status.idle": "2024-12-04T08:51:29.782851Z",
-     "shell.execute_reply": "2024-12-04T08:51:29.782231Z"
+     "iopub.execute_input": "2024-12-09T13:12:38.875424Z",
+     "iopub.status.busy": "2024-12-09T13:12:38.875229Z",
+     "iopub.status.idle": "2024-12-09T13:12:38.941260Z",
+     "shell.execute_reply": "2024-12-09T13:12:38.940687Z"
     }
    },
    "outputs": [
@@ -3035,10 +3035,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:29.784856Z",
-     "iopub.status.busy": "2024-12-04T08:51:29.784648Z",
-     "iopub.status.idle": "2024-12-04T08:51:29.799733Z",
-     "shell.execute_reply": "2024-12-04T08:51:29.799200Z"
+     "iopub.execute_input": "2024-12-09T13:12:38.943040Z",
+     "iopub.status.busy": "2024-12-09T13:12:38.942845Z",
+     "iopub.status.idle": "2024-12-09T13:12:38.956929Z",
+     "shell.execute_reply": "2024-12-09T13:12:38.956374Z"
     }
    },
    "outputs": [
@@ -3084,10 +3084,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:29.801591Z",
-     "iopub.status.busy": "2024-12-04T08:51:29.801391Z",
-     "iopub.status.idle": "2024-12-04T08:51:29.946751Z",
-     "shell.execute_reply": "2024-12-04T08:51:29.946162Z"
+     "iopub.execute_input": "2024-12-09T13:12:38.958859Z",
+     "iopub.status.busy": "2024-12-09T13:12:38.958484Z",
+     "iopub.status.idle": "2024-12-09T13:12:39.078181Z",
+     "shell.execute_reply": "2024-12-09T13:12:39.077584Z"
     }
    },
    "outputs": [
diff --git a/tutorial/capsul_tutorial.ipynb b/tutorial/capsul_tutorial.ipynb
index 874c93f1..465609ee 100644
--- a/tutorial/capsul_tutorial.ipynb
+++ b/tutorial/capsul_tutorial.ipynb
@@ -53,10 +53,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:27.592771Z",
-     "iopub.status.busy": "2024-12-04T08:51:27.592555Z",
-     "iopub.status.idle": "2024-12-04T08:51:27.600529Z",
-     "shell.execute_reply": "2024-12-04T08:51:27.600008Z"
+     "iopub.execute_input": "2024-12-09T13:12:36.865441Z",
+     "iopub.status.busy": "2024-12-09T13:12:36.865245Z",
+     "iopub.status.idle": "2024-12-09T13:12:36.873023Z",
+     "shell.execute_reply": "2024-12-09T13:12:36.872373Z"
     }
    },
    "outputs": [],
@@ -82,10 +82,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:27.602341Z",
-     "iopub.status.busy": "2024-12-04T08:51:27.602151Z",
-     "iopub.status.idle": "2024-12-04T08:51:27.606450Z",
-     "shell.execute_reply": "2024-12-04T08:51:27.605779Z"
+     "iopub.execute_input": "2024-12-09T13:12:36.875139Z",
+     "iopub.status.busy": "2024-12-09T13:12:36.874799Z",
+     "iopub.status.idle": "2024-12-09T13:12:36.878892Z",
+     "shell.execute_reply": "2024-12-09T13:12:36.878278Z"
     }
    },
    "outputs": [
@@ -124,10 +124,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:27.643748Z",
-     "iopub.status.busy": "2024-12-04T08:51:27.643199Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.067587Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.066854Z"
+     "iopub.execute_input": "2024-12-09T13:12:36.912870Z",
+     "iopub.status.busy": "2024-12-09T13:12:36.912638Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.307764Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.307172Z"
     }
    },
    "outputs": [
@@ -184,10 +184,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.070039Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.069568Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.086335Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.085710Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.309805Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.309602Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.325385Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.324840Z"
     }
    },
    "outputs": [
@@ -237,10 +237,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.088469Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.088108Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.150185Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.149485Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.327567Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.327106Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.387718Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.387054Z"
     }
    },
    "outputs": [
@@ -294,10 +294,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.152560Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.152109Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.209983Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.209307Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.389853Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.389471Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.448125Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.447576Z"
     }
    },
    "outputs": [
@@ -340,10 +340,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.212173Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.211775Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.226452Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.225843Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.450261Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.449815Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.463585Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.462947Z"
     }
    },
    "outputs": [
@@ -385,10 +385,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.228635Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.228172Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.243208Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.242695Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.465852Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.465510Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.480304Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.479778Z"
     }
    },
    "outputs": [
@@ -443,10 +443,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.245054Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.244853Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.303483Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.302880Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.482189Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.481844Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.537590Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.536928Z"
     }
    },
    "outputs": [
@@ -497,10 +497,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.305677Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.305469Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.310104Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.309490Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.539867Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.539485Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.543777Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.543263Z"
     }
    },
    "outputs": [],
@@ -550,10 +550,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.312025Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.311801Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.315321Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.314820Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.545740Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.545384Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.549083Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.548423Z"
     }
    },
    "outputs": [],
@@ -589,10 +589,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.317235Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.316886Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.332577Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.331926Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.550890Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.550646Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.565055Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.564421Z"
     }
    },
    "outputs": [
@@ -629,10 +629,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.334565Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.334362Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.348933Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.348316Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.567163Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.566799Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.580642Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.579990Z"
     }
    },
    "outputs": [
@@ -675,10 +675,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.351079Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.350734Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.364627Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.363949Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.582903Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.582523Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.595411Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.594789Z"
     }
    },
    "outputs": [
@@ -720,10 +720,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.366622Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.366422Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.371086Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.370577Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.597293Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.597094Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.604322Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.603774Z"
     },
     "scrolled": false
    },
@@ -792,10 +792,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.373099Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.372750Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.431733Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.431064Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.606377Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.605913Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.661945Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.661375Z"
     }
    },
    "outputs": [
@@ -839,10 +839,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.434010Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.433634Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.437541Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.437004Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.664105Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.663593Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.667589Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.666941Z"
     }
    },
    "outputs": [],
@@ -886,10 +886,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.439618Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.439226Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.455194Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.454651Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.669686Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.669196Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.684087Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.683447Z"
     }
    },
    "outputs": [
@@ -926,10 +926,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.457134Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.456828Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.471231Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.470698Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.686120Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.685733Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.699624Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.699097Z"
     }
    },
    "outputs": [
@@ -972,10 +972,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.473350Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.472966Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.487064Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.486512Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.701521Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.701209Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.714733Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.714207Z"
     }
    },
    "outputs": [
@@ -1008,10 +1008,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.489115Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.488735Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.502237Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.501664Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.716780Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.716358Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.728956Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.728417Z"
     }
    },
    "outputs": [
@@ -1049,10 +1049,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.504374Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.503952Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.508575Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.507922Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.731080Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.730701Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.735101Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.734553Z"
     }
    },
    "outputs": [
@@ -1196,10 +1196,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.510584Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.510199Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.569926Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.569250Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.737082Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.736697Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.791166Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.790592Z"
     }
    },
    "outputs": [
@@ -1243,10 +1243,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.572379Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.571943Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.575932Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.575399Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.793225Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.792832Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.796703Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.796134Z"
     }
    },
    "outputs": [],
@@ -1286,10 +1286,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.578201Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.577812Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.595729Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.595043Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.798665Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.798295Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.814386Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.813752Z"
     }
    },
    "outputs": [
@@ -1338,10 +1338,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.598207Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.597721Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.613623Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.613052Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.816435Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.816043Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.830396Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.829761Z"
     }
    },
    "outputs": [
@@ -1401,10 +1401,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.615686Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.615482Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.630233Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.629687Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.832514Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.832120Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.845616Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.845006Z"
     }
    },
    "outputs": [
@@ -1446,10 +1446,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.632558Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.632091Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.653016Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.652318Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.847560Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.847362Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.866869Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.866329Z"
     }
    },
    "outputs": [
@@ -1503,10 +1503,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.655319Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.654868Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.670006Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.669481Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.868829Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.868460Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.882544Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.881999Z"
     }
    },
    "outputs": [
@@ -1551,10 +1551,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.671949Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.671752Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.688304Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.687630Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.884644Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.884237Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.899221Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.898693Z"
     }
    },
    "outputs": [
@@ -1590,10 +1590,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.690501Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.690131Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.703428Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.702921Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.901058Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.900859Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.913676Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.913125Z"
     }
    },
    "outputs": [
@@ -1633,10 +1633,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.705562Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.705188Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.720812Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.720272Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.915752Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.915373Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.930512Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.929995Z"
     }
    },
    "outputs": [
@@ -1672,10 +1672,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.722958Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.722580Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.737462Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.736839Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.932230Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.932046Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.945923Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.945412Z"
     }
    },
    "outputs": [
@@ -1720,10 +1720,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.739398Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.739196Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.753403Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.752858Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.947888Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.947505Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.960553Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.960007Z"
     }
    },
    "outputs": [
@@ -1754,10 +1754,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.755193Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.754990Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.768065Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.767510Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.962449Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.962065Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.974459Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.973951Z"
     }
    },
    "outputs": [
@@ -1786,10 +1786,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.770038Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.769653Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.782487Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.781976Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.976550Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.976031Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.988585Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.988039Z"
     }
    },
    "outputs": [
@@ -1817,10 +1817,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.784518Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.784142Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.787220Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.786716Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.990416Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.990215Z",
+     "iopub.status.idle": "2024-12-09T13:12:37.993262Z",
+     "shell.execute_reply": "2024-12-09T13:12:37.992758Z"
     }
    },
    "outputs": [],
@@ -1851,10 +1851,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.789232Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.788781Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.802456Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.801915Z"
+     "iopub.execute_input": "2024-12-09T13:12:37.995183Z",
+     "iopub.status.busy": "2024-12-09T13:12:37.994984Z",
+     "iopub.status.idle": "2024-12-09T13:12:38.008015Z",
+     "shell.execute_reply": "2024-12-09T13:12:38.007384Z"
     }
    },
    "outputs": [
@@ -1883,10 +1883,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.804523Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.804314Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.820405Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.819802Z"
+     "iopub.execute_input": "2024-12-09T13:12:38.010084Z",
+     "iopub.status.busy": "2024-12-09T13:12:38.009733Z",
+     "iopub.status.idle": "2024-12-09T13:12:38.023811Z",
+     "shell.execute_reply": "2024-12-09T13:12:38.023186Z"
     }
    },
    "outputs": [
@@ -1951,10 +1951,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.822589Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.822190Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.882576Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.881918Z"
+     "iopub.execute_input": "2024-12-09T13:12:38.025906Z",
+     "iopub.status.busy": "2024-12-09T13:12:38.025522Z",
+     "iopub.status.idle": "2024-12-09T13:12:38.082980Z",
+     "shell.execute_reply": "2024-12-09T13:12:38.082415Z"
     }
    },
    "outputs": [
@@ -2006,10 +2006,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.884645Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.884433Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.943667Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.943042Z"
+     "iopub.execute_input": "2024-12-09T13:12:38.085009Z",
+     "iopub.status.busy": "2024-12-09T13:12:38.084621Z",
+     "iopub.status.idle": "2024-12-09T13:12:38.141233Z",
+     "shell.execute_reply": "2024-12-09T13:12:38.140685Z"
     }
    },
    "outputs": [
@@ -2059,10 +2059,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.945870Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.945661Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.959723Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.959209Z"
+     "iopub.execute_input": "2024-12-09T13:12:38.143342Z",
+     "iopub.status.busy": "2024-12-09T13:12:38.142957Z",
+     "iopub.status.idle": "2024-12-09T13:12:38.155719Z",
+     "shell.execute_reply": "2024-12-09T13:12:38.155206Z"
     }
    },
    "outputs": [
@@ -2107,10 +2107,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.961798Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.961592Z",
-     "iopub.status.idle": "2024-12-04T08:51:28.983860Z",
-     "shell.execute_reply": "2024-12-04T08:51:28.983333Z"
+     "iopub.execute_input": "2024-12-09T13:12:38.157712Z",
+     "iopub.status.busy": "2024-12-09T13:12:38.157330Z",
+     "iopub.status.idle": "2024-12-09T13:12:38.177728Z",
+     "shell.execute_reply": "2024-12-09T13:12:38.177200Z"
     }
    },
    "outputs": [
@@ -2168,10 +2168,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:28.985883Z",
-     "iopub.status.busy": "2024-12-04T08:51:28.985678Z",
-     "iopub.status.idle": "2024-12-04T08:51:29.010110Z",
-     "shell.execute_reply": "2024-12-04T08:51:29.009559Z"
+     "iopub.execute_input": "2024-12-09T13:12:38.179630Z",
+     "iopub.status.busy": "2024-12-09T13:12:38.179250Z",
+     "iopub.status.idle": "2024-12-09T13:12:38.201787Z",
+     "shell.execute_reply": "2024-12-09T13:12:38.201275Z"
     }
    },
    "outputs": [
@@ -2214,10 +2214,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:29.012149Z",
-     "iopub.status.busy": "2024-12-04T08:51:29.011918Z",
-     "iopub.status.idle": "2024-12-04T08:51:29.027255Z",
-     "shell.execute_reply": "2024-12-04T08:51:29.026727Z"
+     "iopub.execute_input": "2024-12-09T13:12:38.203670Z",
+     "iopub.status.busy": "2024-12-09T13:12:38.203312Z",
+     "iopub.status.idle": "2024-12-09T13:12:38.218064Z",
+     "shell.execute_reply": "2024-12-09T13:12:38.217420Z"
     }
    },
    "outputs": [
@@ -2265,10 +2265,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:29.029432Z",
-     "iopub.status.busy": "2024-12-04T08:51:29.029224Z",
-     "iopub.status.idle": "2024-12-04T08:51:29.042848Z",
-     "shell.execute_reply": "2024-12-04T08:51:29.042298Z"
+     "iopub.execute_input": "2024-12-09T13:12:38.220252Z",
+     "iopub.status.busy": "2024-12-09T13:12:38.219861Z",
+     "iopub.status.idle": "2024-12-09T13:12:38.232508Z",
+     "shell.execute_reply": "2024-12-09T13:12:38.231955Z"
     }
    },
    "outputs": [
@@ -2308,10 +2308,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:29.044938Z",
-     "iopub.status.busy": "2024-12-04T08:51:29.044732Z",
-     "iopub.status.idle": "2024-12-04T08:51:29.058845Z",
-     "shell.execute_reply": "2024-12-04T08:51:29.058181Z"
+     "iopub.execute_input": "2024-12-09T13:12:38.234450Z",
+     "iopub.status.busy": "2024-12-09T13:12:38.234068Z",
+     "iopub.status.idle": "2024-12-09T13:12:38.247328Z",
+     "shell.execute_reply": "2024-12-09T13:12:38.246719Z"
     }
    },
    "outputs": [
@@ -2352,10 +2352,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:29.061127Z",
-     "iopub.status.busy": "2024-12-04T08:51:29.060920Z",
-     "iopub.status.idle": "2024-12-04T08:51:29.079012Z",
-     "shell.execute_reply": "2024-12-04T08:51:29.078343Z"
+     "iopub.execute_input": "2024-12-09T13:12:38.249334Z",
+     "iopub.status.busy": "2024-12-09T13:12:38.248944Z",
+     "iopub.status.idle": "2024-12-09T13:12:38.265393Z",
+     "shell.execute_reply": "2024-12-09T13:12:38.264857Z"
     }
    },
    "outputs": [
@@ -2412,10 +2412,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:29.081409Z",
-     "iopub.status.busy": "2024-12-04T08:51:29.081029Z",
-     "iopub.status.idle": "2024-12-04T08:51:29.169408Z",
-     "shell.execute_reply": "2024-12-04T08:51:29.168820Z"
+     "iopub.execute_input": "2024-12-09T13:12:38.267395Z",
+     "iopub.status.busy": "2024-12-09T13:12:38.267013Z",
+     "iopub.status.idle": "2024-12-09T13:12:38.348672Z",
+     "shell.execute_reply": "2024-12-09T13:12:38.347886Z"
     }
    },
    "outputs": [
@@ -2458,10 +2458,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:29.171450Z",
-     "iopub.status.busy": "2024-12-04T08:51:29.171265Z",
-     "iopub.status.idle": "2024-12-04T08:51:29.185450Z",
-     "shell.execute_reply": "2024-12-04T08:51:29.184918Z"
+     "iopub.execute_input": "2024-12-09T13:12:38.350932Z",
+     "iopub.status.busy": "2024-12-09T13:12:38.350569Z",
+     "iopub.status.idle": "2024-12-09T13:12:38.364003Z",
+     "shell.execute_reply": "2024-12-09T13:12:38.363473Z"
     }
    },
    "outputs": [
@@ -2518,10 +2518,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:29.187458Z",
-     "iopub.status.busy": "2024-12-04T08:51:29.187110Z",
-     "iopub.status.idle": "2024-12-04T08:51:29.254872Z",
-     "shell.execute_reply": "2024-12-04T08:51:29.254312Z"
+     "iopub.execute_input": "2024-12-09T13:12:38.365875Z",
+     "iopub.status.busy": "2024-12-09T13:12:38.365673Z",
+     "iopub.status.idle": "2024-12-09T13:12:38.435296Z",
+     "shell.execute_reply": "2024-12-09T13:12:38.434629Z"
     }
    },
    "outputs": [
@@ -2611,10 +2611,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:29.257125Z",
-     "iopub.status.busy": "2024-12-04T08:51:29.256758Z",
-     "iopub.status.idle": "2024-12-04T08:51:29.316380Z",
-     "shell.execute_reply": "2024-12-04T08:51:29.315727Z"
+     "iopub.execute_input": "2024-12-09T13:12:38.437574Z",
+     "iopub.status.busy": "2024-12-09T13:12:38.437185Z",
+     "iopub.status.idle": "2024-12-09T13:12:38.494551Z",
+     "shell.execute_reply": "2024-12-09T13:12:38.493982Z"
     }
    },
    "outputs": [
@@ -2669,10 +2669,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:29.318419Z",
-     "iopub.status.busy": "2024-12-04T08:51:29.318213Z",
-     "iopub.status.idle": "2024-12-04T08:51:29.333202Z",
-     "shell.execute_reply": "2024-12-04T08:51:29.332516Z"
+     "iopub.execute_input": "2024-12-09T13:12:38.496360Z",
+     "iopub.status.busy": "2024-12-09T13:12:38.496168Z",
+     "iopub.status.idle": "2024-12-09T13:12:38.509310Z",
+     "shell.execute_reply": "2024-12-09T13:12:38.508798Z"
     }
    },
    "outputs": [
@@ -2714,10 +2714,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:29.335619Z",
-     "iopub.status.busy": "2024-12-04T08:51:29.335176Z",
-     "iopub.status.idle": "2024-12-04T08:51:29.606456Z",
-     "shell.execute_reply": "2024-12-04T08:51:29.605720Z"
+     "iopub.execute_input": "2024-12-09T13:12:38.511513Z",
+     "iopub.status.busy": "2024-12-09T13:12:38.511069Z",
+     "iopub.status.idle": "2024-12-09T13:12:38.772486Z",
+     "shell.execute_reply": "2024-12-09T13:12:38.771833Z"
     }
    },
    "outputs": [
@@ -2813,10 +2813,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:29.608711Z",
-     "iopub.status.busy": "2024-12-04T08:51:29.608499Z",
-     "iopub.status.idle": "2024-12-04T08:51:29.612145Z",
-     "shell.execute_reply": "2024-12-04T08:51:29.611608Z"
+     "iopub.execute_input": "2024-12-09T13:12:38.774491Z",
+     "iopub.status.busy": "2024-12-09T13:12:38.774288Z",
+     "iopub.status.idle": "2024-12-09T13:12:38.777673Z",
+     "shell.execute_reply": "2024-12-09T13:12:38.777167Z"
     }
    },
    "outputs": [],
@@ -2851,10 +2851,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:29.614250Z",
-     "iopub.status.busy": "2024-12-04T08:51:29.613864Z",
-     "iopub.status.idle": "2024-12-04T08:51:29.712530Z",
-     "shell.execute_reply": "2024-12-04T08:51:29.711894Z"
+     "iopub.execute_input": "2024-12-09T13:12:38.779500Z",
+     "iopub.status.busy": "2024-12-09T13:12:38.779304Z",
+     "iopub.status.idle": "2024-12-09T13:12:38.873591Z",
+     "shell.execute_reply": "2024-12-09T13:12:38.872998Z"
     }
    },
    "outputs": [
@@ -2934,10 +2934,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:29.714788Z",
-     "iopub.status.busy": "2024-12-04T08:51:29.714383Z",
-     "iopub.status.idle": "2024-12-04T08:51:29.782851Z",
-     "shell.execute_reply": "2024-12-04T08:51:29.782231Z"
+     "iopub.execute_input": "2024-12-09T13:12:38.875424Z",
+     "iopub.status.busy": "2024-12-09T13:12:38.875229Z",
+     "iopub.status.idle": "2024-12-09T13:12:38.941260Z",
+     "shell.execute_reply": "2024-12-09T13:12:38.940687Z"
     }
    },
    "outputs": [
@@ -3035,10 +3035,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:29.784856Z",
-     "iopub.status.busy": "2024-12-04T08:51:29.784648Z",
-     "iopub.status.idle": "2024-12-04T08:51:29.799733Z",
-     "shell.execute_reply": "2024-12-04T08:51:29.799200Z"
+     "iopub.execute_input": "2024-12-09T13:12:38.943040Z",
+     "iopub.status.busy": "2024-12-09T13:12:38.942845Z",
+     "iopub.status.idle": "2024-12-09T13:12:38.956929Z",
+     "shell.execute_reply": "2024-12-09T13:12:38.956374Z"
     }
    },
    "outputs": [
@@ -3084,10 +3084,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-12-04T08:51:29.801591Z",
-     "iopub.status.busy": "2024-12-04T08:51:29.801391Z",
-     "iopub.status.idle": "2024-12-04T08:51:29.946751Z",
-     "shell.execute_reply": "2024-12-04T08:51:29.946162Z"
+     "iopub.execute_input": "2024-12-09T13:12:38.958859Z",
+     "iopub.status.busy": "2024-12-09T13:12:38.958484Z",
+     "iopub.status.idle": "2024-12-09T13:12:39.078181Z",
+     "shell.execute_reply": "2024-12-09T13:12:39.077584Z"
     }
    },
    "outputs": [