diff --git a/examples/template_modelling.ipynb b/examples/template_modelling.ipynb
index 1260ae3..88eebcf 100644
--- a/examples/template_modelling.ipynb
+++ b/examples/template_modelling.ipynb
@@ -21,16 +21,23 @@
},
{
"cell_type": "code",
- "execution_count": 28,
+ "execution_count": 10,
"id": "initial_id",
"metadata": {
"collapsed": true,
"ExecuteTime": {
- "end_time": "2024-02-06T06:44:00.893241880Z",
- "start_time": "2024-02-06T06:44:00.818511747Z"
+ "end_time": "2024-02-06T13:50:59.765225269Z",
+ "start_time": "2024-02-06T13:50:59.655666375Z"
}
},
"outputs": [
+ {
+ "data": {
+ "text/html": " \n "
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
{
"data": {
"application/vnd.plotly.v1+json": {
@@ -75,8 +82,10 @@
null,
-1.5,
-0.5,
+ null,
0.5,
1.5,
+ null,
1.5,
1.65
],
@@ -86,8 +95,10 @@
null,
0.0,
0.5,
+ null,
0.5,
1.0,
+ null,
1,
1
],
@@ -976,7 +987,7 @@
"plotlyServerURL": "https://plot.ly"
}
},
- "text/html": ""
+ "text/html": ""
},
"metadata": {},
"output_type": "display_data"
@@ -984,6 +995,8 @@
],
"source": [
"import portion\n",
+ "import plotly\n",
+ "plotly.offline.init_notebook_mode()\n",
"import random\n",
"random.seed(69)\n",
"import networkx as nx\n",
@@ -1029,12 +1042,12 @@
"metadata": {
"collapsed": false,
"ExecuteTime": {
- "end_time": "2024-02-06T06:44:01.013225321Z",
- "start_time": "2024-02-06T06:44:00.896657339Z"
+ "end_time": "2024-02-06T13:50:59.765705771Z",
+ "start_time": "2024-02-06T13:50:59.763377651Z"
}
},
"id": "72fce84d45115fac",
- "execution_count": 29
+ "execution_count": 11
},
{
"cell_type": "markdown",
@@ -1055,7 +1068,7 @@
"output_type": "stream",
"text": [
"╒════════════════════════╤════════════════════════╤═════╕\n",
- "│ 139885311175264.latent │ 139885311288224.latent │ P │\n",
+ "│ 140269607350480.latent │ 140269610367920.latent │ P │\n",
"├────────────────────────┼────────────────────────┼─────┤\n",
"│ 0 │ 0 │ 0.0 │\n",
"├────────────────────────┼────────────────────────┼─────┤\n",
@@ -1083,12 +1096,12 @@
"metadata": {
"collapsed": false,
"ExecuteTime": {
- "end_time": "2024-02-06T06:44:01.013807963Z",
- "start_time": "2024-02-06T06:44:00.995367526Z"
+ "end_time": "2024-02-06T13:50:59.766153059Z",
+ "start_time": "2024-02-06T13:50:59.763801161Z"
}
},
"id": "3360f87d35e776de",
- "execution_count": 30
+ "execution_count": 12
},
{
"cell_type": "markdown",
@@ -1147,12 +1160,12 @@
"metadata": {
"collapsed": false,
"ExecuteTime": {
- "end_time": "2024-02-06T06:44:01.154127672Z",
- "start_time": "2024-02-06T06:44:01.018405511Z"
+ "end_time": "2024-02-06T13:50:59.766434778Z",
+ "start_time": "2024-02-06T13:50:59.763966257Z"
}
},
"id": "94a46929f1b3a3c8",
- "execution_count": 31
+ "execution_count": 13
},
{
"cell_type": "markdown",
@@ -2046,7 +2059,7 @@
"plotlyServerURL": "https://plot.ly"
}
},
- "text/html": ""
+ "text/html": ""
},
"metadata": {},
"output_type": "display_data"
@@ -2074,12 +2087,12 @@
"metadata": {
"collapsed": false,
"ExecuteTime": {
- "end_time": "2024-02-06T06:44:01.155736329Z",
- "start_time": "2024-02-06T06:44:01.021649835Z"
+ "end_time": "2024-02-06T13:50:59.863655443Z",
+ "start_time": "2024-02-06T13:50:59.765197320Z"
}
},
"id": "334f4625cced7095",
- "execution_count": 32
+ "execution_count": 14
},
{
"cell_type": "markdown",
@@ -2109,12 +2122,12 @@
"metadata": {
"collapsed": false,
"ExecuteTime": {
- "end_time": "2024-02-06T06:44:01.335581684Z",
- "start_time": "2024-02-06T06:44:01.166144917Z"
+ "end_time": "2024-02-06T13:50:59.877641544Z",
+ "start_time": "2024-02-06T13:50:59.807785136Z"
}
},
"id": "547e615da29f4ccd",
- "execution_count": 33
+ "execution_count": 15
},
{
"cell_type": "markdown",
@@ -3098,7 +3111,7 @@
"plotlyServerURL": "https://plot.ly"
}
},
- "text/html": ""
+ "text/html": ""
},
"metadata": {},
"output_type": "display_data"
@@ -3112,12 +3125,12 @@
"metadata": {
"collapsed": false,
"ExecuteTime": {
- "end_time": "2024-02-06T06:44:01.336137235Z",
- "start_time": "2024-02-06T06:44:01.295340080Z"
+ "end_time": "2024-02-06T13:50:59.944615959Z",
+ "start_time": "2024-02-06T13:50:59.884575421Z"
}
},
"id": "47b6c0255810eb18",
- "execution_count": 34
+ "execution_count": 16
},
{
"cell_type": "code",
@@ -3136,12 +3149,12 @@
"metadata": {
"collapsed": false,
"ExecuteTime": {
- "end_time": "2024-02-06T06:44:01.336647739Z",
- "start_time": "2024-02-06T06:44:01.295873733Z"
+ "end_time": "2024-02-06T13:50:59.945001200Z",
+ "start_time": "2024-02-06T13:50:59.927666915Z"
}
},
"id": "1dcc91d8a48af213",
- "execution_count": 35
+ "execution_count": 17
},
{
"cell_type": "markdown",
@@ -3164,9 +3177,9 @@
"--------------------------------------------------------------------------------\n",
"Expectation: {Continuous(x0): 0.0, Continuous(x1): 0.0, Continuous(x10): 0.0, Continuous(x11): 0.0, Continuous(x12): 0.0, Continuous(x13): 0.0, Continuous(x14): 0.0, Continuous(x15): 0.0, Continuous(x16): 0.0, Continuous(x17): 0.0, Continuous(x18): 0.0, Continuous(x19): 0.0, Continuous(x2): 0.0, Continuous(x3): 0.0, Continuous(x4): 0.0, Continuous(x5): 0.0, Continuous(x6): 0.0, Continuous(x7): 0.0, Continuous(x8): 0.0, Continuous(x9): 0.0}\n",
"--------------------------------------------------------------------------------\n",
- "First possible Mode: {Continuous(x14): [0.5,1.5], Continuous(x16): [0.5,1.5], Continuous(x10): [0.5,1.5], Continuous(x1): [-1.5,-0.5], Continuous(x9): [-1.5,-0.5], Continuous(x6): [0.5,1.5], Continuous(x0): [0.5,1.5], Continuous(x4): [0.5,1.5], Continuous(x11): [-1.5,-0.5], Continuous(x15): [-1.5,-0.5], Continuous(x5): [-1.5,-0.5], Continuous(x8): [0.5,1.5], Continuous(x13): [-1.5,-0.5], Continuous(x18): [0.5,1.5], Continuous(x17): [-1.5,-0.5], Continuous(x19): [-1.5,-0.5], Continuous(x7): [-1.5,-0.5], Continuous(x12): [0.5,1.5], Continuous(x2): [0.5,1.5], Continuous(x3): [-1.5,-0.5]}\n",
+ "First possible Mode: {Continuous(x12): [0.5,1.5], Continuous(x9): [-1.5,-0.5], Continuous(x1): [-1.5,-0.5], Continuous(x10): [0.5,1.5], Continuous(x17): [-1.5,-0.5], Continuous(x2): [0.5,1.5], Continuous(x4): [0.5,1.5], Continuous(x7): [-1.5,-0.5], Continuous(x19): [-1.5,-0.5], Continuous(x15): [-1.5,-0.5], Continuous(x14): [0.5,1.5], Continuous(x6): [0.5,1.5], Continuous(x18): [0.5,1.5], Continuous(x11): [-1.5,-0.5], Continuous(x3): [-1.5,-0.5], Continuous(x13): [-1.5,-0.5], Continuous(x5): [-1.5,-0.5], Continuous(x8): [0.5,1.5], Continuous(x16): [0.5,1.5], Continuous(x0): [0.5,1.5]}\n",
"--------------------------------------------------------------------------------\n",
- "Second possible Mode: {Continuous(x14): [-1.5,-0.5], Continuous(x16): [-1.5,-0.5], Continuous(x10): [-1.5,-0.5], Continuous(x1): [0.5,1.5], Continuous(x9): [0.5,1.5], Continuous(x6): [-1.5,-0.5], Continuous(x0): [-1.5,-0.5], Continuous(x4): [-1.5,-0.5], Continuous(x11): [0.5,1.5], Continuous(x15): [0.5,1.5], Continuous(x5): [0.5,1.5], Continuous(x8): [-1.5,-0.5], Continuous(x13): [0.5,1.5], Continuous(x18): [-1.5,-0.5], Continuous(x17): [0.5,1.5], Continuous(x19): [0.5,1.5], Continuous(x7): [0.5,1.5], Continuous(x12): [-1.5,-0.5], Continuous(x2): [-1.5,-0.5], Continuous(x3): [0.5,1.5]}\n"
+ "Second possible Mode: {Continuous(x12): [-1.5,-0.5], Continuous(x9): [0.5,1.5], Continuous(x1): [0.5,1.5], Continuous(x10): [-1.5,-0.5], Continuous(x17): [0.5,1.5], Continuous(x2): [-1.5,-0.5], Continuous(x4): [-1.5,-0.5], Continuous(x7): [0.5,1.5], Continuous(x19): [0.5,1.5], Continuous(x15): [0.5,1.5], Continuous(x14): [-1.5,-0.5], Continuous(x6): [-1.5,-0.5], Continuous(x18): [-1.5,-0.5], Continuous(x11): [0.5,1.5], Continuous(x3): [0.5,1.5], Continuous(x13): [0.5,1.5], Continuous(x5): [0.5,1.5], Continuous(x8): [-1.5,-0.5], Continuous(x16): [-1.5,-0.5], Continuous(x0): [-1.5,-0.5]}\n"
]
}
],
@@ -3183,12 +3196,12 @@
"metadata": {
"collapsed": false,
"ExecuteTime": {
- "end_time": "2024-02-06T06:44:01.381808435Z",
- "start_time": "2024-02-06T06:44:01.305644485Z"
+ "end_time": "2024-02-06T13:50:59.945381716Z",
+ "start_time": "2024-02-06T13:50:59.927808022Z"
}
},
"id": "3ca976322054b8cb",
- "execution_count": 36
+ "execution_count": 18
},
{
"cell_type": "markdown",