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445 lines
9.5 KiB
445 lines
9.5 KiB
{
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"metadata": {
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"kernelspec": {
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"codemirror_mode": {
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"name": "python",
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"version": 2
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},
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"display_name": "Python 2",
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"language": "python",
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"name": "python2"
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},
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"name": "",
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"signature": "sha256:c8af7f5d30b29ee52fe6a79cf0d573c9c2d5b2f522b04731249e3208671741d3"
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},
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"nbformat": 3,
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"nbformat_minor": 0,
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"worksheets": [
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{
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"[Index](Index.ipynb) - [Next](Widget List.ipynb)"
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]
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},
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{
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"cell_type": "heading",
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"level": 1,
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"metadata": {},
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"source": [
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"Simple Widget Introduction"
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]
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},
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{
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"cell_type": "heading",
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"level": 2,
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"metadata": {},
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"source": [
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"What are widgets?"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {
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"slideshow": {
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"slide_type": "slide"
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}
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},
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"source": [
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"Widgets are elements that exists in both the front-end and the back-end.\n",
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"\n",
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""
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]
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},
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{
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"cell_type": "heading",
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"level": 2,
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"metadata": {},
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"source": [
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"What can they be used for?"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {
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"slideshow": {
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"slide_type": "slide"
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}
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},
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"source": [
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"You can use widgets to build **interactive GUIs** for your notebooks. \n",
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"You can also use widgets to **synchronize stateful and stateless information** between Python and JavaScript."
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]
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},
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{
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"cell_type": "heading",
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"level": 2,
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"metadata": {},
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"source": [
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"Using widgets "
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {
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"slideshow": {
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"slide_type": "slide"
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}
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},
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"source": [
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"To use the widget framework, you need to **import `IPython.html.widgets`**."
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]
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},
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{
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"cell_type": "code",
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"collapsed": false,
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"input": [
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"from IPython.html.widgets import *"
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],
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"language": "python",
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"metadata": {},
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"outputs": []
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},
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{
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"cell_type": "heading",
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"level": 3,
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"metadata": {
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"slideshow": {
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"slide_type": "slide"
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}
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},
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"source": [
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"repr"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"Widgets have their own display `repr` which allows them to be displayed using IPython's display framework. Constructing and returning an `IntSlider` automatically displays the widget (as seen below). Widgets are **displayed inside the `widget area`**, which sits between the code cell and output. **You can hide all of the widgets** in the `widget area` by clicking the grey *x* in the margin."
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]
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},
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{
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"cell_type": "code",
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"collapsed": false,
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"input": [
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"IntSlider()"
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],
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"language": "python",
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"metadata": {},
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"outputs": []
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},
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{
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"cell_type": "heading",
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"level": 3,
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"metadata": {
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"slideshow": {
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"slide_type": "slide"
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}
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},
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"source": [
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"display()"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"You can also explicitly display the widget using `display(...)`."
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]
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},
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{
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"cell_type": "code",
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"collapsed": false,
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"input": [
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"from IPython.display import display\n",
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"w = IntSlider()\n",
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"display(w)"
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],
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"language": "python",
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"metadata": {},
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"outputs": []
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},
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{
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"cell_type": "heading",
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"level": 3,
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"metadata": {
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"slideshow": {
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"slide_type": "slide"
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}
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},
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"source": [
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"Multiple display() calls"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"If you display the same widget twice, the displayed instances in the front-end **will remain in sync** with each other."
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]
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},
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{
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"cell_type": "code",
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"collapsed": false,
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"input": [
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"display(w)"
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],
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"language": "python",
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"metadata": {},
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"outputs": []
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},
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{
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"cell_type": "heading",
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"level": 2,
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"metadata": {},
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"source": [
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"Why does displaying the same widget twice work?"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {
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"slideshow": {
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"slide_type": "slide"
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}
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},
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"source": [
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"Widgets are **represented in the back-end by a single object**. Each time a widget is displayed, **a new representation** of that same object is created in the front-end. These representations are called **views**.\n",
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"\n",
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""
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]
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},
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{
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"cell_type": "heading",
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"level": 3,
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"metadata": {
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"slideshow": {
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"slide_type": "slide"
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}
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},
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"source": [
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"Closing widgets"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"You can close a widget by calling its `close()` method."
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]
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},
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{
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"cell_type": "code",
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"collapsed": false,
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"input": [
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"display(w)"
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],
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"language": "python",
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"metadata": {},
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"outputs": []
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},
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{
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"cell_type": "code",
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"collapsed": false,
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"input": [
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"w.close()"
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],
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"language": "python",
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"metadata": {},
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"outputs": []
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},
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{
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"cell_type": "heading",
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"level": 2,
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"metadata": {},
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"source": [
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"Widget properties"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {
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"slideshow": {
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"slide_type": "slide"
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}
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},
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"source": [
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"All of the IPython widgets **share a similar naming scheme**. To read the value of a widget, you can query its `value` property."
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]
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},
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{
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"cell_type": "code",
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"collapsed": false,
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"input": [
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"w = IntSlider()\n",
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"display(w)"
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],
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"language": "python",
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"metadata": {},
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"outputs": []
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},
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{
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"cell_type": "code",
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"collapsed": false,
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"input": [
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"w.value"
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],
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"language": "python",
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"metadata": {},
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"outputs": []
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"Similarly, to set a widget's value, you can set its `value` property."
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]
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},
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{
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"cell_type": "code",
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"collapsed": false,
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"input": [
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"w.value = 100"
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],
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"language": "python",
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"metadata": {},
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"outputs": []
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},
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{
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"cell_type": "heading",
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"level": 3,
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"metadata": {
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"slideshow": {
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"slide_type": "slide"
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}
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},
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"source": [
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"Keys"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"In addition to `value`, most widgets share `keys`, `description`, `disabled`, and `visible`. To see the entire list of synchronized, stateful properties, of any specific widget, you can **query the `keys` property**."
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]
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},
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{
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"cell_type": "code",
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"collapsed": false,
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"input": [
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"w.keys"
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],
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"language": "python",
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"metadata": {},
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"outputs": []
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},
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{
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"cell_type": "heading",
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"level": 3,
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"metadata": {},
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"source": [
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"Shorthand for setting the initial values of widget properties"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {
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"slideshow": {
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"slide_type": "slide"
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}
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},
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"source": [
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"While creating a widget, you can set some or all of the initial values of that widget by **defining them as keyword arguments in the widget's constructor** (as seen below)."
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]
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},
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{
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"cell_type": "code",
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"collapsed": false,
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"input": [
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"Text(value='Hello World!', disabled=True)"
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],
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"language": "python",
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"metadata": {},
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"outputs": []
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},
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{
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"cell_type": "heading",
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"level": 2,
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"metadata": {},
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"source": [
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"Linking two similar widgets"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {
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"slideshow": {
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"slide_type": "slide"
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}
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},
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"source": [
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"If you need to display the same value two different ways, you'll have to use two different widgets. Instead of **attempting to manually synchronize the values** of the two widgets, you can use the `traitlet` `link` function **to link two properties together**. Below, the values of three widgets are linked together."
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]
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},
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{
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"cell_type": "code",
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"collapsed": false,
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"input": [
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"from IPython.utils.traitlets import link\n",
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"a = FloatText()\n",
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"b = FloatSlider()\n",
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"c = FloatProgress()\n",
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"display(a,b,c)\n",
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"\n",
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"\n",
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"mylink = link((a, 'value'), (b, 'value'), (c, 'value'))"
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],
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"language": "python",
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"metadata": {},
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"outputs": []
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},
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{
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"cell_type": "heading",
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"level": 3,
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"metadata": {},
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"source": [
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"Unlinking widgets"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {
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"slideshow": {
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"slide_type": "slide"
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}
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},
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"source": [
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"Unlinking the widgets is simple. All you have to do is call `.unlink` on the link object."
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]
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},
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{
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"cell_type": "code",
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"collapsed": false,
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"input": [
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"mylink.unlink()"
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],
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"language": "python",
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"metadata": {},
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"outputs": []
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
|
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"[Index](Index.ipynb) - [Next](Widget List.ipynb)"
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]
|
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}
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|
],
|
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"metadata": {}
|
|
}
|
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]
|
|
} |