{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "a721fe70",
   "metadata": {},
   "source": [
    "# Theme-specific elements\n",
    "\n",
    "This page contains a number of reference elements to see how they look in this\n",
    "theme. The information is not meant to be easy to read or understand, just browse\n",
    "through and see how things look!\n",
    "\n",
    "## Full-width elements\n",
    "\n",
    "### Code cells"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "cd8b0de9",
   "metadata": {
    "tags": [
     "remove_cell"
    ]
   },
   "outputs": [],
   "source": [
    "# Generate some code that we'll use later on in the page\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "square = np.random.randn(100, 100)\n",
    "wide = np.random.randn(100, 1000)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "9d26ce92",
   "metadata": {
    "tags": [
     "full_width"
    ]
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x7f6db77faad0>"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "## A full-width square figure\n",
    "fig, ax = plt.subplots()\n",
    "ax.imshow(square)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "f0ff7e60",
   "metadata": {
    "tags": [
     "full_width"
    ]
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x7f6db43dc510>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "## A full-width wide figure\n",
    "fig, ax = plt.subplots()\n",
    "ax.imshow(wide)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "934d0b5a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x7f6db54c0d50>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Now here's the same figure at regular width\n",
    "fig, ax = plt.subplots()\n",
    "ax.imshow(wide)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "91ab3d80",
   "metadata": {},
   "source": [
    "### Markdown\n",
    "\n",
    "```{container} full-width\n",
    "\n",
    "This is some markdown that should be shown at full width.\n",
    "\n",
    "Here's the Jupyter logo:\n",
    "\n",
    "![](https://raw.githubusercontent.com/adebar/awesome-jupyter/master/logo.png)\n",
    "\n",
    ":::{note}\n",
    "Here's a full-width admonition!\n",
    ":::\n",
    "\n",
    "```\n",
    "\n",
    "### Mathematics\n",
    "\n",
    "\\begin{equation}\n",
    "  \\int_0^\\infty \\frac{x^3}{e^x-1}\\,dx = \\frac{\\pi^4}{15}\n",
    "\\end{equation}\n",
    "\n",
    "$$\n",
    "  \\int_0^\\infty \\frac{x^3}{e^x-1}\\,dx = \\frac{\\pi^4}{15}\n",
    "$$\n",
    "\n",
    "\n",
    "```{math}\n",
    ":label: my_label\n",
    "w_{t+1} = (1 + r_{t+1}) s(w_t) + y_{t+1}\n",
    "```\n",
    "\n",
    "Link to above: {eq}`my_label`\n",
    "\n",
    "```{math}\n",
    ":label: my_label2\n",
    "w_{t+1} = (1 + r_{t+1}) s(w_t) + y_{t+1} \\\\\n",
    "w_{t+1} = (1 + r_{t+1}) s(w_t) + y_{t+1} \\\\\n",
    "w_{t+1} = (1 + r_{t+1}) s(w_t) + y_{t+1}\n",
    "```\n",
    "\n",
    "Link to above: {eq}`my_label2`\n",
    "\n",
    "* $$\n",
    "\\mathcal{O}(f) = \\{ g |\n",
    "    \\exists c > 0,\n",
    "    \\exists n_0 \\in \\mathbb{N}_0,\n",
    "    \\forall n \\geq n_0\n",
    "        :\n",
    "    [g(n) \\leq c \\cdot f(n)]\\}$$\n",
    "\n",
    "A really long math equation\n",
    "\n",
    "$$\n",
    "\\begin{align}\n",
    "\\mathrm{SetConv} \\left( \\{(x^{c},y^{c})\\}_{c=1}^{C} \\right)(x) \\left( \\{(x^{c},y^{c})\\}_{c=1}^{C} \\right)(x) \\left( \\{(x^{c},y^{c})\\}_{c=1}^{C} \\right)(x)\n",
    "&= \\sum_{c=1}^{C} y^{(c)} w_{\\theta} \\left( x - x^{(c)} \\right)  \\sum_{c=1}^{C} y^{(c)} w_{\\theta} \\left( x - x^{(c)} \\right) \\sum_{c=1}^{C} y^{(c)} w_{\\theta} \\left( x - x^{(c)} \\right)\\\\\n",
    "&= \\left( y^{(c')} w_{\\theta} \\left( x - x^{(c')} \\right) \\right) + \\sum_{c \\neq c'}  y^{(c)} w_{\\theta} \\left( x - x^{(c)} \\right) \\\\\n",
    "&= 0 + \\sum_{c \\neq c'}  y^{(c)} w_{\\theta} \\left( x - x^{(c)} \\right)\n",
    "\\end{align}\n",
    "$$\n",
    "\n",
    "Full width equations work\n",
    "\n",
    "```{math}\n",
    ":class: full-width\n",
    "\n",
    "\\begin{align}\n",
    "\\mathrm{SetConv} \\left( \\{(x^{c},y^{c})\\}_{c=1}^{C} \\right)(x) \\left( \\{(x^{c},y^{c})\\}_{c=1}^{C} \\right)(x) \\left( \\{(x^{c},y^{c})\\}_{c=1}^{C} \\right)(x)\n",
    "&= \\sum_{c=1}^{C} y^{(c)} w_{\\theta} \\left( x - x^{(c)} \\right)  \\sum_{c=1}^{C} y^{(c)} w_{\\theta} \\left( x - x^{(c)} \\right) \\sum_{c=1}^{C} y^{(c)} w_{\\theta} \\left( x - x^{(c)} \\right)\\\\\n",
    "&= \\left( y^{(c')} w_{\\theta} \\left( x - x^{(c')} \\right) \\right) + \\sum_{c \\neq c'}  y^{(c)} w_{\\theta} \\left( x - x^{(c)} \\right) \\\\\n",
    "&= 0 + \\sum_{c \\neq c'}  y^{(c)} w_{\\theta} \\left( x - x^{(c)} \\right)\n",
    "\\end{align}\n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "74ea160d",
   "metadata": {},
   "source": [
    "## Margins"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "582c9759",
   "metadata": {},
   "source": [
    "Margin content can include all kinds of things, such as code blocks:\n",
    "\n",
    "````{margin} Code blocks in margins\n",
    "```python\n",
    "print(\"here is some python\")\n",
    "```\n",
    "````\n",
    "\n",
    "as well as admonitions and images:\n",
    "\n",
    "````{margin} **Notes in margins**\n",
    "```{note}\n",
    "Wow, a note with an image in a margin!\n",
    "![](../images/cool.jpg)\n",
    "```\n",
    "````\n",
    "\n",
    "### Margin under lower level shouldn't have different left-alignment\n",
    "\n",
    "````{margin} **Notes in margins**\n",
    "```{note}\n",
    "Wow, a note with an image in a margin!\n",
    "![](../images/cool.jpg)\n",
    "```\n",
    "````\n",
    "\n",
    "### Margins with toggle buttons\n",
    "\n",
    "Here's some margin content, let's see how it interacts w/ the toggle button\n",
    "\n",
    "```{margin} My margin\n",
    "Here's my margin content\n",
    "```\n",
    "\n",
    "Here's a toggleable note:\n",
    "\n",
    "```{note}\n",
    ":class: toggle\n",
    "My note\n",
    "```\n",
    "\n",
    "### Margins with full-width content\n",
    "\n",
    "```{note}\n",
    ":class: tag_fullwidth\n",
    "This is my test\n",
    "```\n",
    "\n",
    "Let's see what happens"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "e3754f50",
   "metadata": {
    "tags": [
     "popout"
    ]
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x7f6db4317e10>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "## code cell in the margin with output\n",
    "fig, ax = plt.subplots()\n",
    "ax.imshow(wide)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "091860ab",
   "metadata": {
    "tags": [
     "popout"
    ]
   },
   "source": [
    "Markdown cell with code in margin\n",
    "\n",
    "```python\n",
    "a = 2\n",
    "b = 3\n",
    "def aplusb(a, b):\n",
    "    return a+b\n",
    "```\n",
    "and now r\n",
    "\n",
    "```r\n",
    "a <- 2\n",
    "b <- 4\n",
    "a+b\n",
    "```\n",
    "\n",
    "how does it look?\n",
    "\n",
    "Markdown cell with images in sidebar\n",
    "\n",
    "<img src=\"https://upload.wikimedia.org/wikipedia/commons/thumb/3/38/Jupyter_logo.svg/883px-Jupyter_logo.svg.png\" style=\"max-width:200px\" />"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c3317de0",
   "metadata": {},
   "source": [
    "### More content after the margin content\n",
    "\n",
    "This is extra content after the popouts to see if cells overlap and such.\n",
    "Also to make sure you can still interact with the popout content.\n",
    "This is extra content after the popouts to see if cells overlap and such.\n",
    "Also to make sure you can still interact with the popout content.\n",
    "\n",
    "```python\n",
    "a = 2\n",
    "```\n",
    "\n",
    "This is extra content after the popouts to see if cells overlap and such.\n",
    "Also to make sure you can still interact with the popout content.\n",
    "This is extra content after the popouts to see if cells overlap and such.\n",
    "Also to make sure you can still interact with the popout content.\n",
    "This is extra content after the popouts to see if cells overlap and such.\n",
    "Also to make sure you can still interact with the popout content.\n",
    "\n",
    "### Figures with margin captions\n",
    "\n",
    "The `margin-caption` class should cause a figure's caption to pop out to the right.\n",
    "\n",
    "```{figure} ../images/cool.jpg\n",
    "---\n",
    "width: 60%\n",
    "figclass: margin-caption\n",
    "alt: My figure text\n",
    "name: reference-margin-fig\n",
    "---\n",
    "And here is my figure caption, if you look to the left, you can see that COOL is in big red letters. But you probably already noticed that, really I am just taking up space to see how the margin caption looks like when it is really long :-).\n",
    "```\n",
    "\n",
    ":::{note}\n",
    ":class: margin\n",
    "This note should not overlap with the margin caption!\n",
    ":::\n",
    "\n",
    "\n",
    "Entire figures in the margin:\n",
    "\n",
    "```{figure} ../images/cool.jpg\n",
    "---\n",
    "width: 60%\n",
    "figclass: margin\n",
    "alt: My figure text\n",
    "---\n",
    "This figure should be entirely in the margin.\n",
    "```\n",
    "\n",
    "\n",
    "## Nested admonitions\n",
    "\n",
    "These aren't theme-specific, but we still show below to make sure they work.\n",
    "\n",
    "::::{note} Here's a note!\n",
    ":::{tip} And a tip!\n",
    ":::\n",
    "::::\n",
    "\n",
    "## MyST Markdown elements\n",
    "\n",
    "Here are a few design elements to show off MyST Markdown.\n",
    "\n",
    "### Table alignment\n",
    "\n",
    "To ensure that markdown alignment is rendered properly.\n",
    "\n",
    "| Default Header | Left Align | Right Align | Center Align |\n",
    "| -------------- | :--------- | ----------: | :----------: |\n",
    "| Cell 1 | Cell 2 | Cell 3 | Cell 4 |\n",
    "| Cell 1 | Cell 2 | Cell 3 | Cell 4 |\n",
    "\n",
    "### List table width\n",
    "\n",
    "Testing list tables take width as expected.\n",
    "\n",
    "```{list-table}\n",
    ":width: 100%\n",
    "* - a\n",
    "  - b\n",
    "* - c\n",
    "  - d\n",
    "```"
   ]
  }
 ],
 "metadata": {
  "execution": {
   "timeout": -1
  },
  "jupytext": {
   "text_representation": {
    "extension": ".md",
    "format_name": "myst",
    "format_version": "0.8",
    "jupytext_version": "1.4.1+dev"
   }
  },
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.9"
  },
  "source_map": [
   15,
   27,
   38,
   46,
   54,
   58,
   135,
   139,
   191,
   199,
   223
  ]
 },
 "nbformat": 4,
 "nbformat_minor": 5
}