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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8">
<title>Bokeh Plot</title>
<style>
.panel-widget-box {
min-height: 20px;
background-color: #f5f5f5;
border: 1px solid #e3e3e3 !important;
border-radius: 4px;
-webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.05);
box-shadow: inset 0 1px 1px rgba(0,0,0,.05);
overflow-x: hidden;
overflow-y: hidden;
}
.scrollable {
overflow: scroll;
}
progress {
appearance: none;
-moz-appearance: none;
-webkit-appearance: none;
border: none;
height: 20px;
background-color: whiteSmoke;
border-radius: 3px;
box-shadow: 0 2px 3px rgba(0,0,0,.5) inset;
color: royalblue;
position: relative;
margin: 0 0 1.5em;
}
progress[value]::-webkit-progress-bar {
background-color: whiteSmoke;
border-radius: 3px;
box-shadow: 0 2px 3px rgba(0,0,0,.5) inset;
}
progress[value]::-webkit-progress-value {
position: relative;
background-size: 35px 20px, 100% 100%, 100% 100%;
border-radius:3px;
}
progress.active:not([value])::before {
background-position: 10%;
animation-name: stripes;
animation-duration: 3s;
animation-timing-function: linear;
animation-iteration-count: infinite;
}
progress[value]::-moz-progress-bar {
background-size: 35px 20px, 100% 100%, 100% 100%;
border-radius:3px;
}
progress:not([value])::-moz-progress-bar {
border-radius:3px;
background:
linear-gradient(-45deg, transparent 33%, rgba(0, 0, 0, 0.2) 33%, rgba(0, 0, 0, 0.2) 66%, transparent 66%) left/2.5em 1.5em;
}
progress.active:not([value])::-moz-progress-bar {
background-position: 10%;
animation-name: stripes;
animation-duration: 3s;
animation-timing-function: linear;
animation-iteration-count: infinite;
}
progress.active:not([value])::-webkit-progress-bar {
background-position: 10%;
animation-name: stripes;
animation-duration: 3s;
animation-timing-function: linear;
animation-iteration-count: infinite;
}
progress.primary[value]::-webkit-progress-value { background-color: #007bff; }
progress.primary:not([value])::before { background-color: #007bff; }
progress.primary:not([value])::-webkit-progress-bar { background-color: #007bff; }
progress.primary::-moz-progress-bar { background-color: #007bff; }
progress.secondary[value]::-webkit-progress-value { background-color: #6c757d; }
progress.secondary:not([value])::before { background-color: #6c757d; }
progress.secondary:not([value])::-webkit-progress-bar { background-color: #6c757d; }
progress.secondary::-moz-progress-bar { background-color: #6c757d; }
progress.success[value]::-webkit-progress-value { background-color: #28a745; }
progress.success:not([value])::before { background-color: #28a745; }
progress.success:not([value])::-webkit-progress-bar { background-color: #28a745; }
progress.success::-moz-progress-bar { background-color: #28a745; }
progress.danger[value]::-webkit-progress-value { background-color: #dc3545; }
progress.danger:not([value])::before { background-color: #dc3545; }
progress.danger:not([value])::-webkit-progress-bar { background-color: #dc3545; }
progress.danger::-moz-progress-bar { background-color: #dc3545; }
progress.warning[value]::-webkit-progress-value { background-color: #ffc107; }
progress.warning:not([value])::before { background-color: #ffc107; }
progress.warning:not([value])::-webkit-progress-bar { background-color: #ffc107; }
progress.warning::-moz-progress-bar { background-color: #ffc107; }
progress.info[value]::-webkit-progress-value { background-color: #17a2b8; }
progress.info:not([value])::before { background-color: #17a2b8; }
progress.info:not([value])::-webkit-progress-bar { background-color: #17a2b8; }
progress.info::-moz-progress-bar { background-color: #17a2b8; }
progress.light[value]::-webkit-progress-value { background-color: #f8f9fa; }
progress.light:not([value])::before { background-color: #f8f9fa; }
progress.light:not([value])::-webkit-progress-bar { background-color: #f8f9fa; }
progress.light::-moz-progress-bar { background-color: #f8f9fa; }
progress.dark[value]::-webkit-progress-value { background-color: #343a40; }
progress.dark:not([value])::-webkit-progress-bar { background-color: #343a40; }
progress.dark:not([value])::before { background-color: #343a40; }
progress.dark::-moz-progress-bar { background-color: #343a40; }
progress:not([value])::-webkit-progress-bar {
border-radius: 3px;
background:
linear-gradient(-45deg, transparent 33%, rgba(0, 0, 0, 0.2) 33%, rgba(0, 0, 0, 0.2) 66%, transparent 66%) left/2.5em 1.5em;
}
progress:not([value])::before {
content:" ";
position:absolute;
height: 20px;
top:0;
left:0;
right:0;
bottom:0;
border-radius: 3px;
background:
linear-gradient(-45deg, transparent 33%, rgba(0, 0, 0, 0.2) 33%, rgba(0, 0, 0, 0.2) 66%, transparent 66%) left/2.5em 1.5em;
}
@keyframes stripes {
from {background-position: 0%}
to {background-position: 100%}
}
</style>
<style>
.codehilite .hll { background-color: #ffffcc }
.codehilite { background: #f8f8f8; }
.codehilite .c { color: #408080; font-style: italic } /* Comment */
.codehilite .err { border: 1px solid #FF0000 } /* Error */
.codehilite .k { color: #008000; font-weight: bold } /* Keyword */
.codehilite .o { color: #666666 } /* Operator */
.codehilite .ch { color: #408080; font-style: italic } /* Comment.Hashbang */
.codehilite .cm { color: #408080; font-style: italic } /* Comment.Multiline */
.codehilite .cp { color: #BC7A00 } /* Comment.Preproc */
.codehilite .cpf { color: #408080; font-style: italic } /* Comment.PreprocFile */
.codehilite .c1 { color: #408080; font-style: italic } /* Comment.Single */
.codehilite .cs { color: #408080; font-style: italic } /* Comment.Special */
.codehilite .gd { color: #A00000 } /* Generic.Deleted */
.codehilite .ge { font-style: italic } /* Generic.Emph */
.codehilite .gr { color: #FF0000 } /* Generic.Error */
.codehilite .gh { color: #000080; font-weight: bold } /* Generic.Heading */
.codehilite .gi { color: #00A000 } /* Generic.Inserted */
.codehilite .go { color: #888888 } /* Generic.Output */
.codehilite .gp { color: #000080; font-weight: bold } /* Generic.Prompt */
.codehilite .gs { font-weight: bold } /* Generic.Strong */
.codehilite .gu { color: #800080; font-weight: bold } /* Generic.Subheading */
.codehilite .gt { color: #0044DD } /* Generic.Traceback */
.codehilite .kc { color: #008000; font-weight: bold } /* Keyword.Constant */
.codehilite .kd { color: #008000; font-weight: bold } /* Keyword.Declaration */
.codehilite .kn { color: #008000; font-weight: bold } /* Keyword.Namespace */
.codehilite .kp { color: #008000 } /* Keyword.Pseudo */
.codehilite .kr { color: #008000; font-weight: bold } /* Keyword.Reserved */
.codehilite .kt { color: #B00040 } /* Keyword.Type */
.codehilite .m { color: #666666 } /* Literal.Number */
.codehilite .s { color: #BA2121 } /* Literal.String */
.codehilite .na { color: #7D9029 } /* Name.Attribute */
.codehilite .nb { color: #008000 } /* Name.Builtin */
.codehilite .nc { color: #0000FF; font-weight: bold } /* Name.Class */
.codehilite .no { color: #880000 } /* Name.Constant */
.codehilite .nd { color: #AA22FF } /* Name.Decorator */
.codehilite .ni { color: #999999; font-weight: bold } /* Name.Entity */
.codehilite .ne { color: #D2413A; font-weight: bold } /* Name.Exception */
.codehilite .nf { color: #0000FF } /* Name.Function */
.codehilite .nl { color: #A0A000 } /* Name.Label */
.codehilite .nn { color: #0000FF; font-weight: bold } /* Name.Namespace */
.codehilite .nt { color: #008000; font-weight: bold } /* Name.Tag */
.codehilite .nv { color: #19177C } /* Name.Variable */
.codehilite .ow { color: #AA22FF; font-weight: bold } /* Operator.Word */
.codehilite .w { color: #bbbbbb } /* Text.Whitespace */
.codehilite .mb { color: #666666 } /* Literal.Number.Bin */
.codehilite .mf { color: #666666 } /* Literal.Number.Float */
.codehilite .mh { color: #666666 } /* Literal.Number.Hex */
.codehilite .mi { color: #666666 } /* Literal.Number.Integer */
.codehilite .mo { color: #666666 } /* Literal.Number.Oct */
.codehilite .sa { color: #BA2121 } /* Literal.String.Affix */
.codehilite .sb { color: #BA2121 } /* Literal.String.Backtick */
.codehilite .sc { color: #BA2121 } /* Literal.String.Char */
.codehilite .dl { color: #BA2121 } /* Literal.String.Delimiter */
.codehilite .sd { color: #BA2121; font-style: italic } /* Literal.String.Doc */
.codehilite .s2 { color: #BA2121 } /* Literal.String.Double */
.codehilite .se { color: #BB6622; font-weight: bold } /* Literal.String.Escape */
.codehilite .sh { color: #BA2121 } /* Literal.String.Heredoc */
.codehilite .si { color: #BB6688; font-weight: bold } /* Literal.String.Interpol */
.codehilite .sx { color: #008000 } /* Literal.String.Other */
.codehilite .sr { color: #BB6688 } /* Literal.String.Regex */
.codehilite .s1 { color: #BA2121 } /* Literal.String.Single */
.codehilite .ss { color: #19177C } /* Literal.String.Symbol */
.codehilite .bp { color: #008000 } /* Name.Builtin.Pseudo */
.codehilite .fm { color: #0000FF } /* Name.Function.Magic */
.codehilite .vc { color: #19177C } /* Name.Variable.Class */
.codehilite .vg { color: #19177C } /* Name.Variable.Global */
.codehilite .vi { color: #19177C } /* Name.Variable.Instance */
.codehilite .vm { color: #19177C } /* Name.Variable.Magic */
.codehilite .il { color: #666666 } /* Literal.Number.Integer.Long */
.markdown h1 { margin-block-start: 0.34em }
.markdown h2 { margin-block-start: 0.42em }
.markdown h3 { margin-block-start: 0.5em }
.markdown h4 { margin-block-start: 0.67em }
.markdown h5 { margin-block-start: 0.84em }
.markdown h6 { margin-block-start: 1.17em }
.markdown ul { padding-inline-start: 2em }
.markdown ol { padding-inline-start: 2em }
.markdown strong { font-weight: 600 }
.markdown a { color: -webkit-link }
.markdown a { color: -moz-hyperlinkText }
</style>
<style>
.json-formatter-row {
font-family: monospace;
}
.json-formatter-row,
.json-formatter-row a,
.json-formatter-row a:hover {
color: black;
text-decoration: none;
}
.json-formatter-row .json-formatter-row {
margin-left: 1rem;
}
.json-formatter-row .json-formatter-children.json-formatter-empty {
opacity: 0.5;
margin-left: 1rem;
}
.json-formatter-row .json-formatter-children.json-formatter-empty:after {
display: none;
}
.json-formatter-row .json-formatter-children.json-formatter-empty.json-formatter-object:after {
content: "No properties";
}
.json-formatter-row .json-formatter-children.json-formatter-empty.json-formatter-array:after {
content: "[]";
}
.json-formatter-row .json-formatter-string,
.json-formatter-row .json-formatter-stringifiable {
color: green;
white-space: pre;
word-wrap: break-word;
}
.json-formatter-row .json-formatter-number {
color: blue;
}
.json-formatter-row .json-formatter-boolean {
color: red;
}
.json-formatter-row .json-formatter-null {
color: #855A00;
}
.json-formatter-row .json-formatter-undefined {
color: #ca0b69;
}
.json-formatter-row .json-formatter-function {
color: #FF20ED;
}
.json-formatter-row .json-formatter-date {
background-color: rgba(0, 0, 0, 0.05);
}
.json-formatter-row .json-formatter-url {
text-decoration: underline;
color: blue;
cursor: pointer;
}
.json-formatter-row .json-formatter-bracket {
color: blue;
}
.json-formatter-row .json-formatter-key {
color: #00008B;
padding-right: 0.2rem;
}
.json-formatter-row .json-formatter-toggler-link {
cursor: pointer;
}
.json-formatter-row .json-formatter-toggler {
line-height: 1.2rem;
font-size: 0.7rem;
vertical-align: middle;
opacity: 0.6;
cursor: pointer;
padding-right: 0.2rem;
}
.json-formatter-row .json-formatter-toggler:after {
display: inline-block;
transition: transform 100ms ease-in;
content: "\25BA";
}
.json-formatter-row > a > .json-formatter-preview-text {
opacity: 0;
transition: opacity 0.15s ease-in;
font-style: italic;
}
.json-formatter-row:hover > a > .json-formatter-preview-text {
opacity: 0.6;
}
.json-formatter-row.json-formatter-open > .json-formatter-toggler-link .json-formatter-toggler:after {
transform: rotate(90deg);
}
.json-formatter-row.json-formatter-open > .json-formatter-children:after {
display: inline-block;
}
.json-formatter-row.json-formatter-open > a > .json-formatter-preview-text {
display: none;
}
.json-formatter-row.json-formatter-open.json-formatter-empty:after {
display: block;
}
.json-formatter-dark.json-formatter-row {
font-family: monospace;
}
.json-formatter-dark.json-formatter-row,
.json-formatter-dark.json-formatter-row a,
.json-formatter-dark.json-formatter-row a:hover {
color: white;
text-decoration: none;
}
.json-formatter-dark.json-formatter-row .json-formatter-row {
margin-left: 1rem;
}
.json-formatter-dark.json-formatter-row .json-formatter-children.json-formatter-empty {
opacity: 0.5;
margin-left: 1rem;
}
.json-formatter-dark.json-formatter-row .json-formatter-children.json-formatter-empty:after {
display: none;
}
.json-formatter-dark.json-formatter-row .json-formatter-children.json-formatter-empty.json-formatter-object:after {
content: "No properties";
}
.json-formatter-dark.json-formatter-row .json-formatter-children.json-formatter-empty.json-formatter-array:after {
content: "[]";
}
.json-formatter-dark.json-formatter-row .json-formatter-string,
.json-formatter-dark.json-formatter-row .json-formatter-stringifiable {
color: #31F031;
white-space: pre;
word-wrap: break-word;
}
.json-formatter-dark.json-formatter-row .json-formatter-number {
color: #66C2FF;
}
.json-formatter-dark.json-formatter-row .json-formatter-boolean {
color: #EC4242;
}
.json-formatter-dark.json-formatter-row .json-formatter-null {
color: #EEC97D;
}
.json-formatter-dark.json-formatter-row .json-formatter-undefined {
color: #ef8fbe;
}
.json-formatter-dark.json-formatter-row .json-formatter-function {
color: #FD48CB;
}
.json-formatter-dark.json-formatter-row .json-formatter-date {
background-color: rgba(255, 255, 255, 0.05);
}
.json-formatter-dark.json-formatter-row .json-formatter-url {
text-decoration: underline;
color: #027BFF;
cursor: pointer;
}
.json-formatter-dark.json-formatter-row .json-formatter-bracket {
color: #9494FF;
}
.json-formatter-dark.json-formatter-row .json-formatter-key {
color: #23A0DB;
padding-right: 0.2rem;
}
.json-formatter-dark.json-formatter-row .json-formatter-toggler-link {
cursor: pointer;
}
.json-formatter-dark.json-formatter-row .json-formatter-toggler {
line-height: 1.2rem;
font-size: 0.7rem;
vertical-align: middle;
opacity: 0.6;
cursor: pointer;
padding-right: 0.2rem;
}
.json-formatter-dark.json-formatter-row .json-formatter-toggler:after {
display: inline-block;
transition: transform 100ms ease-in;
content: "\25BA";
}
.json-formatter-dark.json-formatter-row > a > .json-formatter-preview-text {
opacity: 0;
transition: opacity 0.15s ease-in;
font-style: italic;
}
.json-formatter-dark.json-formatter-row:hover > a > .json-formatter-preview-text {
opacity: 0.6;
}
.json-formatter-dark.json-formatter-row.json-formatter-open > .json-formatter-toggler-link .json-formatter-toggler:after {
transform: rotate(90deg);
}
.json-formatter-dark.json-formatter-row.json-formatter-open > .json-formatter-children:after {
display: inline-block;
}
.json-formatter-dark.json-formatter-row.json-formatter-open > a > .json-formatter-preview-text {
display: none;
}
.json-formatter-dark.json-formatter-row.json-formatter-open.json-formatter-empty:after {
display: block;
}
</style>
<style>
table.panel-df {
margin-left: auto;
margin-right: auto;
border: none;
border-collapse: collapse;
border-spacing: 0;
color: black;
font-size: 12px;
table-layout: fixed;
width: 100%;
}
.panel-df tr, .panel-df th, .panel-df td {
text-align: right;
vertical-align: middle;
padding: 0.5em 0.5em !important;
line-height: normal;
white-space: normal;
max-width: none;
border: none;
}
.panel-df tbody {
display: table-row-group;
vertical-align: middle;
border-color: inherit;
}
.panel-df tbody tr:nth-child(odd) {
background: #f5f5f5;
}
.panel-df thead {
border-bottom: 1px solid black;
vertical-align: bottom;
}
.panel-df tr:hover {
background: lightblue !important;
cursor: pointer;
}
</style>
<script type="text/javascript" src="https://cdn.bokeh.org/bokeh/release/bokeh-2.2.1.min.js" integrity="sha384-qkRvDQVAIfzsJo40iRBbxt6sttt0hv4lh74DG7OK4MCHv4C5oohXYoHUM5W11uqS" crossorigin="anonymous"></script>
<script type="text/javascript" src="https://cdn.bokeh.org/bokeh/release/bokeh-widgets-2.2.1.min.js" integrity="sha384-Sb7Mr06a9TNlet/GEBeKaf5xH3eb6AlCzwjtU82wNPyDrnfoiVl26qnvlKjmcAd+" crossorigin="anonymous"></script>
<script type="text/javascript">
Bokeh.set_log_level("info");
</script>
</head>
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","dtype":"float64","order":"little","shape":[1000]},"yexp":{"__ndarray__":"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","dtype":"float64","order":"little","shape":[1000]},"ylin":{"__ndarray__":"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ao_lin = ao_linearSlider.value;\nvar k_lin = k_linearSlider.value;\n\nvar new_ylin = []\nfor (var i=0; i<1000; i++) {\n new_ylin.push(ao_lin + k_lin * x[i]);\n}\nline_source.data['ylin'] = 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ao_exp = ao_expoSlider.value;\nvar k_exp = k_expoSlider.value;\n\nvar new_yexp = []\nfor (var i=0; i<1000; i++) {\n new_yexp.push(ao_exp * Math.exp(k_exp * x[i]));\n}\nline_source.data['yexp'] = new_yexp;\nline_source.change.emit()\n"},"id":"1443","type":"CustomJS"},{"attributes":{},"id":"1309","type":"LinearScale"},{"attributes":{"overlay":{"id":"1469"}},"id":"1465","type":"BoxZoomTool"},{"attributes":{"data":{"x":{"__ndarray__":"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","dtype":"float64","order":"little","shape":[1000]},"ylin":{"__ndarray__":"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