From ecf4c5473ecbd316d8eef39bebf6cbc9d122a11f Mon Sep 17 00:00:00 2001
From: judsonupchurch <judson.upchurch@gmail.com>
Date: Mon, 14 Oct 2024 21:08:48 +0000
Subject: [PATCH] Lecture 01 Remove HTML

---
 lecture01/lecture_01.html | 7755 -------------------------------------
 1 file changed, 7755 deletions(-)
 delete mode 100644 lecture01/lecture_01.html
diff --git a/lecture01/lecture_01.html b/lecture01/lecture_01.html
deleted file mode 100644
index 09ad58a..0000000
--- a/lecture01/lecture_01.html
+++ /dev/null
@@ -1,7755 +0,0 @@
-<!DOCTYPE html>
-
-<html lang="en">
-<head><meta charset="utf-8"/>
-<meta content="width=device-width, initial-scale=1.0" name="viewport"/>
-<title>lecture_01</title><script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.1.10/require.min.js"></script>
-<style type="text/css">
-    pre { line-height: 125%; }
-td.linenos .normal { color: inherit; background-color: transparent; padding-left: 5px; padding-right: 5px; }
-span.linenos { color: inherit; background-color: transparent; padding-left: 5px; padding-right: 5px; }
-td.linenos .special { color: #000000; background-color: #ffffc0; padding-left: 5px; padding-right: 5px; }
-span.linenos.special { color: #000000; background-color: #ffffc0; padding-left: 5px; padding-right: 5px; }
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-|----------------------------------------------------------------------------*/
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-  padding: 1px 12px;
-  background-color: var(--jp-layout-color1);
-  border-bottom: solid var(--jp-border-width) var(--jp-border-color2);
-  color: var(--jp-ui-font-color1);
-  cursor: pointer;
-  display: flex;
-  align-items: center;
-  font-size: var(--jp-ui-font-size0);
-  font-weight: 600;
-  text-transform: uppercase;
-  user-select: none;
-}
-
-.jp-Collapser-icon {
-  height: 16px;
-}
-
-.jp-Collapse-header-collapsed .jp-Collapser-icon {
-  transform: rotate(-90deg);
-  margin: auto 0;
-}
-
-.jp-Collapser-title {
-  line-height: 25px;
-}
-
-.jp-Collapse-contents {
-  padding: 0 12px;
-  background-color: var(--jp-layout-color1);
-  color: var(--jp-ui-font-color1);
-  overflow: auto;
-}
-
-/*-----------------------------------------------------------------------------
-| Copyright (c) Jupyter Development Team.
-| Distributed under the terms of the Modified BSD License.
-|----------------------------------------------------------------------------*/
-
-/* This file was auto-generated by ensureUiComponents() in @jupyterlab/buildutils */
-
-/**
- * (DEPRECATED) Support for consuming icons as CSS background images
- */
-
-/* Icons urls */
-
-:root {
-  --jp-icon-add-above: url(data:image/svg+xml;base64,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);
-  --jp-icon-add-below: url(data:image/svg+xml;base64,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);
-  --jp-icon-add: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTE5IDEzaC02djZoLTJ2LTZINXYtMmg2VjVoMnY2aDZ2MnoiLz4KICA8L2c+Cjwvc3ZnPgo=);
-  --jp-icon-bell: url(data:image/svg+xml;base64,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);
-  --jp-icon-bug-dot: url(data:image/svg+xml;base64,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);
-  --jp-icon-bug: url(data:image/svg+xml;base64,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);
-  --jp-icon-build: url(data:image/svg+xml;base64,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);
-  --jp-icon-caret-down-empty-thin: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIwIDIwIj4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSIgc2hhcGUtcmVuZGVyaW5nPSJnZW9tZXRyaWNQcmVjaXNpb24iPgoJCTxwb2x5Z29uIGNsYXNzPSJzdDEiIHBvaW50cz0iOS45LDEzLjYgMy42LDcuNCA0LjQsNi42IDkuOSwxMi4yIDE1LjQsNi43IDE2LjEsNy40ICIvPgoJPC9nPgo8L3N2Zz4K);
-  --jp-icon-caret-down-empty: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiIHNoYXBlLXJlbmRlcmluZz0iZ2VvbWV0cmljUHJlY2lzaW9uIj4KICAgIDxwYXRoIGQ9Ik01LjIsNS45TDksOS43bDMuOC0zLjhsMS4yLDEuMmwtNC45LDVsLTQuOS01TDUuMiw1Ljl6Ii8+CiAgPC9nPgo8L3N2Zz4K);
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-  --jp-icon-react: url(data:image/svg+xml;base64,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);
-  --jp-icon-redo: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIGhlaWdodD0iMjQiIHZpZXdCb3g9IjAgMCAyNCAyNCIgd2lkdGg9IjE2Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgICA8cGF0aCBkPSJNMCAwaDI0djI0SDB6IiBmaWxsPSJub25lIi8+PHBhdGggZD0iTTE4LjQgMTAuNkMxNi41NSA4Ljk5IDE0LjE1IDggMTEuNSA4Yy00LjY1IDAtOC41OCAzLjAzLTkuOTYgNy4yMkwzLjkgMTZjMS4wNS0zLjE5IDQuMDUtNS41IDcuNi01LjUgMS45NSAwIDMuNzMuNzIgNS4xMiAxLjg4TDEzIDE2aDlWN2wtMy42IDMuNnoiLz4KICA8L2c+Cjwvc3ZnPgo=);
-  --jp-icon-refresh: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTkgMTMuNWMtMi40OSAwLTQuNS0yLjAxLTQuNS00LjVTNi41MSA0LjUgOSA0LjVjMS4yNCAwIDIuMzYuNTIgMy4xNyAxLjMzTDEwIDhoNVYzbC0xLjc2IDEuNzZDMTIuMTUgMy42OCAxMC42NiAzIDkgMyA1LjY5IDMgMy4wMSA1LjY5IDMuMDEgOVM1LjY5IDE1IDkgMTVjMi45NyAwIDUuNDMtMi4xNiA1LjktNWgtMS41MmMtLjQ2IDItMi4yNCAzLjUtNC4zOCAzLjV6Ii8+CiAgICA8L2c+Cjwvc3ZnPgo=);
-  --jp-icon-regex: url(data:image/svg+xml;base64,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);
-  --jp-icon-run: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTggNXYxNGwxMS03eiIvPgogICAgPC9nPgo8L3N2Zz4K);
-  --jp-icon-running: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDUxMiA1MTIiPgogIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICA8cGF0aCBkPSJNMjU2IDhDMTE5IDggOCAxMTkgOCAyNTZzMTExIDI0OCAyNDggMjQ4IDI0OC0xMTEgMjQ4LTI0OFMzOTMgOCAyNTYgOHptOTYgMzI4YzAgOC44LTcuMiAxNi0xNiAxNkgxNzZjLTguOCAwLTE2LTcuMi0xNi0xNlYxNzZjMC04LjggNy4yLTE2IDE2LTE2aDE2MGM4LjggMCAxNiA3LjIgMTYgMTZ2MTYweiIvPgogIDwvZz4KPC9zdmc+Cg==);
-  --jp-icon-save: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTE3IDNINWMtMS4xMSAwLTIgLjktMiAydjE0YzAgMS4xLjg5IDIgMiAyaDE0YzEuMSAwIDItLjkgMi0yVjdsLTQtNHptLTUgMTZjLTEuNjYgMC0zLTEuMzQtMy0zczEuMzQtMyAzLTMgMyAxLjM0IDMgMy0xLjM0IDMtMyAzem0zLTEwSDVWNWgxMHY0eiIvPgogICAgPC9nPgo8L3N2Zz4K);
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-  --jp-icon-trusted: url(data:image/svg+xml;base64,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);
-  --jp-icon-undo: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTEyLjUgOGMtMi42NSAwLTUuMDUuOTktNi45IDIuNkwyIDd2OWg5bC0zLjYyLTMuNjJjMS4zOS0xLjE2IDMuMTYtMS44OCA1LjEyLTEuODggMy41NCAwIDYuNTUgMi4zMSA3LjYgNS41bDIuMzctLjc4QzIxLjA4IDExLjAzIDE3LjE1IDggMTIuNSA4eiIvPgogIDwvZz4KPC9zdmc+Cg==);
-  --jp-icon-user: url(data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMTYiIHZpZXdCb3g9IjAgMCAyNCAyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTE2IDdhNCA0IDAgMTEtOCAwIDQgNCAwIDAxOCAwek0xMiAxNGE3IDcgMCAwMC03IDdoMTRhNyA3IDAgMDAtNy03eiIvPgogIDwvZz4KPC9zdmc+Cg==);
-  --jp-icon-users: url(data:image/svg+xml;base64,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);
-  --jp-icon-vega: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIyIDIyIj4KICA8ZyBjbGFzcz0ianAtaWNvbjEganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjMjEyMTIxIj4KICAgIDxwYXRoIGQ9Ik0xMC42IDUuNGwyLjItMy4ySDIuMnY3LjNsNC02LjZ6Ii8+CiAgICA8cGF0aCBkPSJNMTUuOCAyLjJsLTQuNCA2LjZMNyA2LjNsLTQuOCA4djUuNWgxNy42VjIuMmgtNHptLTcgMTUuNEg1LjV2LTQuNGgzLjN2NC40em00LjQgMEg5LjhWOS44aDMuNHY3Ljh6bTQuNCAwaC0zLjRWNi41aDMuNHYxMS4xeiIvPgogIDwvZz4KPC9zdmc+Cg==);
-  --jp-icon-word: url(data:image/svg+xml;base64,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);
-  --jp-icon-yaml: url(data:image/svg+xml;base64,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);
-}
-
-/* Icon CSS class declarations */
-
-.jp-AddAboveIcon {
-  background-image: var(--jp-icon-add-above);
-}
-
-.jp-AddBelowIcon {
-  background-image: var(--jp-icon-add-below);
-}
-
-.jp-AddIcon {
-  background-image: var(--jp-icon-add);
-}
-
-.jp-BellIcon {
-  background-image: var(--jp-icon-bell);
-}
-
-.jp-BugDotIcon {
-  background-image: var(--jp-icon-bug-dot);
-}
-
-.jp-BugIcon {
-  background-image: var(--jp-icon-bug);
-}
-
-.jp-BuildIcon {
-  background-image: var(--jp-icon-build);
-}
-
-.jp-CaretDownEmptyIcon {
-  background-image: var(--jp-icon-caret-down-empty);
-}
-
-.jp-CaretDownEmptyThinIcon {
-  background-image: var(--jp-icon-caret-down-empty-thin);
-}
-
-.jp-CaretDownIcon {
-  background-image: var(--jp-icon-caret-down);
-}
-
-.jp-CaretLeftIcon {
-  background-image: var(--jp-icon-caret-left);
-}
-
-.jp-CaretRightIcon {
-  background-image: var(--jp-icon-caret-right);
-}
-
-.jp-CaretUpEmptyThinIcon {
-  background-image: var(--jp-icon-caret-up-empty-thin);
-}
-
-.jp-CaretUpIcon {
-  background-image: var(--jp-icon-caret-up);
-}
-
-.jp-CaseSensitiveIcon {
-  background-image: var(--jp-icon-case-sensitive);
-}
-
-.jp-CheckIcon {
-  background-image: var(--jp-icon-check);
-}
-
-.jp-CircleEmptyIcon {
-  background-image: var(--jp-icon-circle-empty);
-}
-
-.jp-CircleIcon {
-  background-image: var(--jp-icon-circle);
-}
-
-.jp-ClearIcon {
-  background-image: var(--jp-icon-clear);
-}
-
-.jp-CloseIcon {
-  background-image: var(--jp-icon-close);
-}
-
-.jp-CodeCheckIcon {
-  background-image: var(--jp-icon-code-check);
-}
-
-.jp-CodeIcon {
-  background-image: var(--jp-icon-code);
-}
-
-.jp-CollapseAllIcon {
-  background-image: var(--jp-icon-collapse-all);
-}
-
-.jp-ConsoleIcon {
-  background-image: var(--jp-icon-console);
-}
-
-.jp-CopyIcon {
-  background-image: var(--jp-icon-copy);
-}
-
-.jp-CopyrightIcon {
-  background-image: var(--jp-icon-copyright);
-}
-
-.jp-CutIcon {
-  background-image: var(--jp-icon-cut);
-}
-
-.jp-DeleteIcon {
-  background-image: var(--jp-icon-delete);
-}
-
-.jp-DownloadIcon {
-  background-image: var(--jp-icon-download);
-}
-
-.jp-DuplicateIcon {
-  background-image: var(--jp-icon-duplicate);
-}
-
-.jp-EditIcon {
-  background-image: var(--jp-icon-edit);
-}
-
-.jp-EllipsesIcon {
-  background-image: var(--jp-icon-ellipses);
-}
-
-.jp-ErrorIcon {
-  background-image: var(--jp-icon-error);
-}
-
-.jp-ExpandAllIcon {
-  background-image: var(--jp-icon-expand-all);
-}
-
-.jp-ExtensionIcon {
-  background-image: var(--jp-icon-extension);
-}
-
-.jp-FastForwardIcon {
-  background-image: var(--jp-icon-fast-forward);
-}
-
-.jp-FileIcon {
-  background-image: var(--jp-icon-file);
-}
-
-.jp-FileUploadIcon {
-  background-image: var(--jp-icon-file-upload);
-}
-
-.jp-FilterDotIcon {
-  background-image: var(--jp-icon-filter-dot);
-}
-
-.jp-FilterIcon {
-  background-image: var(--jp-icon-filter);
-}
-
-.jp-FilterListIcon {
-  background-image: var(--jp-icon-filter-list);
-}
-
-.jp-FolderFavoriteIcon {
-  background-image: var(--jp-icon-folder-favorite);
-}
-
-.jp-FolderIcon {
-  background-image: var(--jp-icon-folder);
-}
-
-.jp-HomeIcon {
-  background-image: var(--jp-icon-home);
-}
-
-.jp-Html5Icon {
-  background-image: var(--jp-icon-html5);
-}
-
-.jp-ImageIcon {
-  background-image: var(--jp-icon-image);
-}
-
-.jp-InfoIcon {
-  background-image: var(--jp-icon-info);
-}
-
-.jp-InspectorIcon {
-  background-image: var(--jp-icon-inspector);
-}
-
-.jp-JsonIcon {
-  background-image: var(--jp-icon-json);
-}
-
-.jp-JuliaIcon {
-  background-image: var(--jp-icon-julia);
-}
-
-.jp-JupyterFaviconIcon {
-  background-image: var(--jp-icon-jupyter-favicon);
-}
-
-.jp-JupyterIcon {
-  background-image: var(--jp-icon-jupyter);
-}
-
-.jp-JupyterlabWordmarkIcon {
-  background-image: var(--jp-icon-jupyterlab-wordmark);
-}
-
-.jp-KernelIcon {
-  background-image: var(--jp-icon-kernel);
-}
-
-.jp-KeyboardIcon {
-  background-image: var(--jp-icon-keyboard);
-}
-
-.jp-LaunchIcon {
-  background-image: var(--jp-icon-launch);
-}
-
-.jp-LauncherIcon {
-  background-image: var(--jp-icon-launcher);
-}
-
-.jp-LineFormIcon {
-  background-image: var(--jp-icon-line-form);
-}
-
-.jp-LinkIcon {
-  background-image: var(--jp-icon-link);
-}
-
-.jp-ListIcon {
-  background-image: var(--jp-icon-list);
-}
-
-.jp-MarkdownIcon {
-  background-image: var(--jp-icon-markdown);
-}
-
-.jp-MoveDownIcon {
-  background-image: var(--jp-icon-move-down);
-}
-
-.jp-MoveUpIcon {
-  background-image: var(--jp-icon-move-up);
-}
-
-.jp-NewFolderIcon {
-  background-image: var(--jp-icon-new-folder);
-}
-
-.jp-NotTrustedIcon {
-  background-image: var(--jp-icon-not-trusted);
-}
-
-.jp-NotebookIcon {
-  background-image: var(--jp-icon-notebook);
-}
-
-.jp-NumberingIcon {
-  background-image: var(--jp-icon-numbering);
-}
-
-.jp-OfflineBoltIcon {
-  background-image: var(--jp-icon-offline-bolt);
-}
-
-.jp-PaletteIcon {
-  background-image: var(--jp-icon-palette);
-}
-
-.jp-PasteIcon {
-  background-image: var(--jp-icon-paste);
-}
-
-.jp-PdfIcon {
-  background-image: var(--jp-icon-pdf);
-}
-
-.jp-PythonIcon {
-  background-image: var(--jp-icon-python);
-}
-
-.jp-RKernelIcon {
-  background-image: var(--jp-icon-r-kernel);
-}
-
-.jp-ReactIcon {
-  background-image: var(--jp-icon-react);
-}
-
-.jp-RedoIcon {
-  background-image: var(--jp-icon-redo);
-}
-
-.jp-RefreshIcon {
-  background-image: var(--jp-icon-refresh);
-}
-
-.jp-RegexIcon {
-  background-image: var(--jp-icon-regex);
-}
-
-.jp-RunIcon {
-  background-image: var(--jp-icon-run);
-}
-
-.jp-RunningIcon {
-  background-image: var(--jp-icon-running);
-}
-
-.jp-SaveIcon {
-  background-image: var(--jp-icon-save);
-}
-
-.jp-SearchIcon {
-  background-image: var(--jp-icon-search);
-}
-
-.jp-SettingsIcon {
-  background-image: var(--jp-icon-settings);
-}
-
-.jp-ShareIcon {
-  background-image: var(--jp-icon-share);
-}
-
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-/*-----------------------------------------------------------------------------
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-/*-----------------------------------------------------------------------------
-| Copyright (c) Jupyter Development Team.
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-/*-----------------------------------------------------------------------------
-| Printing
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-/*
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-/*-----------------------------------------------------------------------------
-| Copyright (c) Jupyter Development Team.
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-/*-----------------------------------------------------------------------------
-| Copyright (c) Jupyter Development Team.
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-/*-----------------------------------------------------------------------------
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-:root {
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-/*-----------------------------------------------------------------------------
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-/*-----------------------------------------------------------------------------
-| Copyright (c) Jupyter Development Team.
-| Distributed under the terms of the Modified BSD License.
-|----------------------------------------------------------------------------*/
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-/*-----------------------------------------------------------------------------
-| Variables
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-/*-----------------------------------------------------------------------------
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-/*-----------------------------------------------------------------------------
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-/* For devices that support hovering, hide footer until hover */
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-  .jp-Notebook-footer:focus,
-  .jp-Notebook-footer:hover {
-    opacity: 1;
-  }
-}
-
-/*-----------------------------------------------------------------------------
-| Copyright (c) Jupyter Development Team.
-| Distributed under the terms of the Modified BSD License.
-|----------------------------------------------------------------------------*/
-
-/*-----------------------------------------------------------------------------
-| Imports
-|----------------------------------------------------------------------------*/
-
-/*-----------------------------------------------------------------------------
-| CSS variables
-|----------------------------------------------------------------------------*/
-
-:root {
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-/*-----------------------------------------------------------------------------
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-/* stylelint-disable selector-max-class */
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-/*-----------------------------------------------------------------------------
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-/*-----------------------------------------------------------------------------
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-
-/*-----------------------------------------------------------------------------
-| Cell toolbar
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-.jp-NotebookTools {
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-/*-----------------------------------------------------------------------------
-| Presentation Mode (.jp-mod-presentationMode)
-|----------------------------------------------------------------------------*/
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-/*-----------------------------------------------------------------------------
-| Side-by-side Mode (.jp-mod-sideBySide)
-|----------------------------------------------------------------------------*/
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-.jp-mod-sideBySide.jp-Notebook .jp-CodeCell {
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-.jp-mod-sideBySide.jp-Notebook .jp-CodeCell.jp-mod-resizedCell {
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-.jp-mod-sideBySide.jp-Notebook .jp-CodeCell .jp-CellHeader {
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-  content: '';
-  display: block;
-  background: var(--jp-border-color2);
-  height: 100%;
-  width: 5px;
-}
-
-.jp-mod-sideBySide.jp-Notebook
-  .jp-CodeCell.jp-mod-resizedCell
-  .jp-CellResizeHandle::after {
-  background: var(--jp-border-color0);
-}
-
-.jp-CellResizeHandle {
-  display: none;
-}
-
-/*-----------------------------------------------------------------------------
-| Placeholder
-|----------------------------------------------------------------------------*/
-
-.jp-Cell-Placeholder {
-  padding-left: 55px;
-}
-
-.jp-Cell-Placeholder-wrapper {
-  background: #fff;
-  border: 1px solid;
-  border-color: #e5e6e9 #dfe0e4 #d0d1d5;
-  border-radius: 4px;
-  -webkit-border-radius: 4px;
-  margin: 10px 15px;
-}
-
-.jp-Cell-Placeholder-wrapper-inner {
-  padding: 15px;
-  position: relative;
-}
-
-.jp-Cell-Placeholder-wrapper-body {
-  background-repeat: repeat;
-  background-size: 50% auto;
-}
-
-.jp-Cell-Placeholder-wrapper-body div {
-  background: #f6f7f8;
-  background-image: -webkit-linear-gradient(
-    left,
-    #f6f7f8 0%,
-    #edeef1 20%,
-    #f6f7f8 40%,
-    #f6f7f8 100%
-  );
-  background-repeat: no-repeat;
-  background-size: 800px 104px;
-  height: 104px;
-  position: absolute;
-  right: 15px;
-  left: 15px;
-  top: 15px;
-}
-
-div.jp-Cell-Placeholder-h1 {
-  top: 20px;
-  height: 20px;
-  left: 15px;
-  width: 150px;
-}
-
-div.jp-Cell-Placeholder-h2 {
-  left: 15px;
-  top: 50px;
-  height: 10px;
-  width: 100px;
-}
-
-div.jp-Cell-Placeholder-content-1,
-div.jp-Cell-Placeholder-content-2,
-div.jp-Cell-Placeholder-content-3 {
-  left: 15px;
-  right: 15px;
-  height: 10px;
-}
-
-div.jp-Cell-Placeholder-content-1 {
-  top: 100px;
-}
-
-div.jp-Cell-Placeholder-content-2 {
-  top: 120px;
-}
-
-div.jp-Cell-Placeholder-content-3 {
-  top: 140px;
-}
-
-</style>
-<style type="text/css">
-/*-----------------------------------------------------------------------------
-| Copyright (c) Jupyter Development Team.
-| Distributed under the terms of the Modified BSD License.
-|----------------------------------------------------------------------------*/
-
-/*
-The following CSS variables define the main, public API for styling JupyterLab.
-These variables should be used by all plugins wherever possible. In other
-words, plugins should not define custom colors, sizes, etc unless absolutely
-necessary. This enables users to change the visual theme of JupyterLab
-by changing these variables.
-
-Many variables appear in an ordered sequence (0,1,2,3). These sequences
-are designed to work well together, so for example, `--jp-border-color1` should
-be used with `--jp-layout-color1`. The numbers have the following meanings:
-
-* 0: super-primary, reserved for special emphasis
-* 1: primary, most important under normal situations
-* 2: secondary, next most important under normal situations
-* 3: tertiary, next most important under normal situations
-
-Throughout JupyterLab, we are mostly following principles from Google's
-Material Design when selecting colors. We are not, however, following
-all of MD as it is not optimized for dense, information rich UIs.
-*/
-
-:root {
-  /* Elevation
-   *
-   * We style box-shadows using Material Design's idea of elevation. These particular numbers are taken from here:
-   *
-   * https://github.com/material-components/material-components-web
-   * https://material-components-web.appspot.com/elevation.html
-   */
-
-  --jp-shadow-base-lightness: 0;
-  --jp-shadow-umbra-color: rgba(
-    var(--jp-shadow-base-lightness),
-    var(--jp-shadow-base-lightness),
-    var(--jp-shadow-base-lightness),
-    0.2
-  );
-  --jp-shadow-penumbra-color: rgba(
-    var(--jp-shadow-base-lightness),
-    var(--jp-shadow-base-lightness),
-    var(--jp-shadow-base-lightness),
-    0.14
-  );
-  --jp-shadow-ambient-color: rgba(
-    var(--jp-shadow-base-lightness),
-    var(--jp-shadow-base-lightness),
-    var(--jp-shadow-base-lightness),
-    0.12
-  );
-  --jp-elevation-z0: none;
-  --jp-elevation-z1: 0 2px 1px -1px var(--jp-shadow-umbra-color),
-    0 1px 1px 0 var(--jp-shadow-penumbra-color),
-    0 1px 3px 0 var(--jp-shadow-ambient-color);
-  --jp-elevation-z2: 0 3px 1px -2px var(--jp-shadow-umbra-color),
-    0 2px 2px 0 var(--jp-shadow-penumbra-color),
-    0 1px 5px 0 var(--jp-shadow-ambient-color);
-  --jp-elevation-z4: 0 2px 4px -1px var(--jp-shadow-umbra-color),
-    0 4px 5px 0 var(--jp-shadow-penumbra-color),
-    0 1px 10px 0 var(--jp-shadow-ambient-color);
-  --jp-elevation-z6: 0 3px 5px -1px var(--jp-shadow-umbra-color),
-    0 6px 10px 0 var(--jp-shadow-penumbra-color),
-    0 1px 18px 0 var(--jp-shadow-ambient-color);
-  --jp-elevation-z8: 0 5px 5px -3px var(--jp-shadow-umbra-color),
-    0 8px 10px 1px var(--jp-shadow-penumbra-color),
-    0 3px 14px 2px var(--jp-shadow-ambient-color);
-  --jp-elevation-z12: 0 7px 8px -4px var(--jp-shadow-umbra-color),
-    0 12px 17px 2px var(--jp-shadow-penumbra-color),
-    0 5px 22px 4px var(--jp-shadow-ambient-color);
-  --jp-elevation-z16: 0 8px 10px -5px var(--jp-shadow-umbra-color),
-    0 16px 24px 2px var(--jp-shadow-penumbra-color),
-    0 6px 30px 5px var(--jp-shadow-ambient-color);
-  --jp-elevation-z20: 0 10px 13px -6px var(--jp-shadow-umbra-color),
-    0 20px 31px 3px var(--jp-shadow-penumbra-color),
-    0 8px 38px 7px var(--jp-shadow-ambient-color);
-  --jp-elevation-z24: 0 11px 15px -7px var(--jp-shadow-umbra-color),
-    0 24px 38px 3px var(--jp-shadow-penumbra-color),
-    0 9px 46px 8px var(--jp-shadow-ambient-color);
-
-  /* Borders
-   *
-   * The following variables, specify the visual styling of borders in JupyterLab.
-   */
-
-  --jp-border-width: 1px;
-  --jp-border-color0: var(--md-grey-400);
-  --jp-border-color1: var(--md-grey-400);
-  --jp-border-color2: var(--md-grey-300);
-  --jp-border-color3: var(--md-grey-200);
-  --jp-inverse-border-color: var(--md-grey-600);
-  --jp-border-radius: 2px;
-
-  /* UI Fonts
-   *
-   * The UI font CSS variables are used for the typography all of the JupyterLab
-   * user interface elements that are not directly user generated content.
-   *
-   * The font sizing here is done assuming that the body font size of --jp-ui-font-size1
-   * is applied to a parent element. When children elements, such as headings, are sized
-   * in em all things will be computed relative to that body size.
-   */
-
-  --jp-ui-font-scale-factor: 1.2;
-  --jp-ui-font-size0: 0.83333em;
-  --jp-ui-font-size1: 13px; /* Base font size */
-  --jp-ui-font-size2: 1.2em;
-  --jp-ui-font-size3: 1.44em;
-  --jp-ui-font-family: system-ui, -apple-system, blinkmacsystemfont, 'Segoe UI',
-    helvetica, arial, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji',
-    'Segoe UI Symbol';
-
-  /*
-   * Use these font colors against the corresponding main layout colors.
-   * In a light theme, these go from dark to light.
-   */
-
-  /* Defaults use Material Design specification */
-  --jp-ui-font-color0: rgba(0, 0, 0, 1);
-  --jp-ui-font-color1: rgba(0, 0, 0, 0.87);
-  --jp-ui-font-color2: rgba(0, 0, 0, 0.54);
-  --jp-ui-font-color3: rgba(0, 0, 0, 0.38);
-
-  /*
-   * Use these against the brand/accent/warn/error colors.
-   * These will typically go from light to darker, in both a dark and light theme.
-   */
-
-  --jp-ui-inverse-font-color0: rgba(255, 255, 255, 1);
-  --jp-ui-inverse-font-color1: rgba(255, 255, 255, 1);
-  --jp-ui-inverse-font-color2: rgba(255, 255, 255, 0.7);
-  --jp-ui-inverse-font-color3: rgba(255, 255, 255, 0.5);
-
-  /* Content Fonts
-   *
-   * Content font variables are used for typography of user generated content.
-   *
-   * The font sizing here is done assuming that the body font size of --jp-content-font-size1
-   * is applied to a parent element. When children elements, such as headings, are sized
-   * in em all things will be computed relative to that body size.
-   */
-
-  --jp-content-line-height: 1.6;
-  --jp-content-font-scale-factor: 1.2;
-  --jp-content-font-size0: 0.83333em;
-  --jp-content-font-size1: 14px; /* Base font size */
-  --jp-content-font-size2: 1.2em;
-  --jp-content-font-size3: 1.44em;
-  --jp-content-font-size4: 1.728em;
-  --jp-content-font-size5: 2.0736em;
-
-  /* This gives a magnification of about 125% in presentation mode over normal. */
-  --jp-content-presentation-font-size1: 17px;
-  --jp-content-heading-line-height: 1;
-  --jp-content-heading-margin-top: 1.2em;
-  --jp-content-heading-margin-bottom: 0.8em;
-  --jp-content-heading-font-weight: 500;
-
-  /* Defaults use Material Design specification */
-  --jp-content-font-color0: rgba(0, 0, 0, 1);
-  --jp-content-font-color1: rgba(0, 0, 0, 0.87);
-  --jp-content-font-color2: rgba(0, 0, 0, 0.54);
-  --jp-content-font-color3: rgba(0, 0, 0, 0.38);
-  --jp-content-link-color: var(--md-blue-900);
-  --jp-content-font-family: system-ui, -apple-system, blinkmacsystemfont,
-    'Segoe UI', helvetica, arial, sans-serif, 'Apple Color Emoji',
-    'Segoe UI Emoji', 'Segoe UI Symbol';
-
-  /*
-   * Code Fonts
-   *
-   * Code font variables are used for typography of code and other monospaces content.
-   */
-
-  --jp-code-font-size: 13px;
-  --jp-code-line-height: 1.3077; /* 17px for 13px base */
-  --jp-code-padding: 5px; /* 5px for 13px base, codemirror highlighting needs integer px value */
-  --jp-code-font-family-default: menlo, consolas, 'DejaVu Sans Mono', monospace;
-  --jp-code-font-family: var(--jp-code-font-family-default);
-
-  /* This gives a magnification of about 125% in presentation mode over normal. */
-  --jp-code-presentation-font-size: 16px;
-
-  /* may need to tweak cursor width if you change font size */
-  --jp-code-cursor-width0: 1.4px;
-  --jp-code-cursor-width1: 2px;
-  --jp-code-cursor-width2: 4px;
-
-  /* Layout
-   *
-   * The following are the main layout colors use in JupyterLab. In a light
-   * theme these would go from light to dark.
-   */
-
-  --jp-layout-color0: white;
-  --jp-layout-color1: white;
-  --jp-layout-color2: var(--md-grey-200);
-  --jp-layout-color3: var(--md-grey-400);
-  --jp-layout-color4: var(--md-grey-600);
-
-  /* Inverse Layout
-   *
-   * The following are the inverse layout colors use in JupyterLab. In a light
-   * theme these would go from dark to light.
-   */
-
-  --jp-inverse-layout-color0: #111;
-  --jp-inverse-layout-color1: var(--md-grey-900);
-  --jp-inverse-layout-color2: var(--md-grey-800);
-  --jp-inverse-layout-color3: var(--md-grey-700);
-  --jp-inverse-layout-color4: var(--md-grey-600);
-
-  /* Brand/accent */
-
-  --jp-brand-color0: var(--md-blue-900);
-  --jp-brand-color1: var(--md-blue-700);
-  --jp-brand-color2: var(--md-blue-300);
-  --jp-brand-color3: var(--md-blue-100);
-  --jp-brand-color4: var(--md-blue-50);
-  --jp-accent-color0: var(--md-green-900);
-  --jp-accent-color1: var(--md-green-700);
-  --jp-accent-color2: var(--md-green-300);
-  --jp-accent-color3: var(--md-green-100);
-
-  /* State colors (warn, error, success, info) */
-
-  --jp-warn-color0: var(--md-orange-900);
-  --jp-warn-color1: var(--md-orange-700);
-  --jp-warn-color2: var(--md-orange-300);
-  --jp-warn-color3: var(--md-orange-100);
-  --jp-error-color0: var(--md-red-900);
-  --jp-error-color1: var(--md-red-700);
-  --jp-error-color2: var(--md-red-300);
-  --jp-error-color3: var(--md-red-100);
-  --jp-success-color0: var(--md-green-900);
-  --jp-success-color1: var(--md-green-700);
-  --jp-success-color2: var(--md-green-300);
-  --jp-success-color3: var(--md-green-100);
-  --jp-info-color0: var(--md-cyan-900);
-  --jp-info-color1: var(--md-cyan-700);
-  --jp-info-color2: var(--md-cyan-300);
-  --jp-info-color3: var(--md-cyan-100);
-
-  /* Cell specific styles */
-
-  --jp-cell-padding: 5px;
-  --jp-cell-collapser-width: 8px;
-  --jp-cell-collapser-min-height: 20px;
-  --jp-cell-collapser-not-active-hover-opacity: 0.6;
-  --jp-cell-editor-background: var(--md-grey-100);
-  --jp-cell-editor-border-color: var(--md-grey-300);
-  --jp-cell-editor-box-shadow: inset 0 0 2px var(--md-blue-300);
-  --jp-cell-editor-active-background: var(--jp-layout-color0);
-  --jp-cell-editor-active-border-color: var(--jp-brand-color1);
-  --jp-cell-prompt-width: 64px;
-  --jp-cell-prompt-font-family: var(--jp-code-font-family-default);
-  --jp-cell-prompt-letter-spacing: 0;
-  --jp-cell-prompt-opacity: 1;
-  --jp-cell-prompt-not-active-opacity: 0.5;
-  --jp-cell-prompt-not-active-font-color: var(--md-grey-700);
-
-  /* A custom blend of MD grey and blue 600
-   * See https://meyerweb.com/eric/tools/color-blend/#546E7A:1E88E5:5:hex */
-  --jp-cell-inprompt-font-color: #307fc1;
-
-  /* A custom blend of MD grey and orange 600
-   * https://meyerweb.com/eric/tools/color-blend/#546E7A:F4511E:5:hex */
-  --jp-cell-outprompt-font-color: #bf5b3d;
-
-  /* Notebook specific styles */
-
-  --jp-notebook-padding: 10px;
-  --jp-notebook-select-background: var(--jp-layout-color1);
-  --jp-notebook-multiselected-color: var(--md-blue-50);
-
-  /* The scroll padding is calculated to fill enough space at the bottom of the
-  notebook to show one single-line cell (with appropriate padding) at the top
-  when the notebook is scrolled all the way to the bottom. We also subtract one
-  pixel so that no scrollbar appears if we have just one single-line cell in the
-  notebook. This padding is to enable a 'scroll past end' feature in a notebook.
-  */
-  --jp-notebook-scroll-padding: calc(
-    100% - var(--jp-code-font-size) * var(--jp-code-line-height) -
-      var(--jp-code-padding) - var(--jp-cell-padding) - 1px
-  );
-
-  /* Rendermime styles */
-
-  --jp-rendermime-error-background: #fdd;
-  --jp-rendermime-table-row-background: var(--md-grey-100);
-  --jp-rendermime-table-row-hover-background: var(--md-light-blue-50);
-
-  /* Dialog specific styles */
-
-  --jp-dialog-background: rgba(0, 0, 0, 0.25);
-
-  /* Console specific styles */
-
-  --jp-console-padding: 10px;
-
-  /* Toolbar specific styles */
-
-  --jp-toolbar-border-color: var(--jp-border-color1);
-  --jp-toolbar-micro-height: 8px;
-  --jp-toolbar-background: var(--jp-layout-color1);
-  --jp-toolbar-box-shadow: 0 0 2px 0 rgba(0, 0, 0, 0.24);
-  --jp-toolbar-header-margin: 4px 4px 0 4px;
-  --jp-toolbar-active-background: var(--md-grey-300);
-
-  /* Statusbar specific styles */
-
-  --jp-statusbar-height: 24px;
-
-  /* Input field styles */
-
-  --jp-input-box-shadow: inset 0 0 2px var(--md-blue-300);
-  --jp-input-active-background: var(--jp-layout-color1);
-  --jp-input-hover-background: var(--jp-layout-color1);
-  --jp-input-background: var(--md-grey-100);
-  --jp-input-border-color: var(--jp-inverse-border-color);
-  --jp-input-active-border-color: var(--jp-brand-color1);
-  --jp-input-active-box-shadow-color: rgba(19, 124, 189, 0.3);
-
-  /* General editor styles */
-
-  --jp-editor-selected-background: #d9d9d9;
-  --jp-editor-selected-focused-background: #d7d4f0;
-  --jp-editor-cursor-color: var(--jp-ui-font-color0);
-
-  /* Code mirror specific styles */
-
-  --jp-mirror-editor-keyword-color: #008000;
-  --jp-mirror-editor-atom-color: #88f;
-  --jp-mirror-editor-number-color: #080;
-  --jp-mirror-editor-def-color: #00f;
-  --jp-mirror-editor-variable-color: var(--md-grey-900);
-  --jp-mirror-editor-variable-2-color: rgb(0, 54, 109);
-  --jp-mirror-editor-variable-3-color: #085;
-  --jp-mirror-editor-punctuation-color: #05a;
-  --jp-mirror-editor-property-color: #05a;
-  --jp-mirror-editor-operator-color: #a2f;
-  --jp-mirror-editor-comment-color: #408080;
-  --jp-mirror-editor-string-color: #ba2121;
-  --jp-mirror-editor-string-2-color: #708;
-  --jp-mirror-editor-meta-color: #a2f;
-  --jp-mirror-editor-qualifier-color: #555;
-  --jp-mirror-editor-builtin-color: #008000;
-  --jp-mirror-editor-bracket-color: #997;
-  --jp-mirror-editor-tag-color: #170;
-  --jp-mirror-editor-attribute-color: #00c;
-  --jp-mirror-editor-header-color: blue;
-  --jp-mirror-editor-quote-color: #090;
-  --jp-mirror-editor-link-color: #00c;
-  --jp-mirror-editor-error-color: #f00;
-  --jp-mirror-editor-hr-color: #999;
-
-  /*
-    RTC user specific colors.
-    These colors are used for the cursor, username in the editor,
-    and the icon of the user.
-  */
-
-  --jp-collaborator-color1: #ffad8e;
-  --jp-collaborator-color2: #dac83d;
-  --jp-collaborator-color3: #72dd76;
-  --jp-collaborator-color4: #00e4d0;
-  --jp-collaborator-color5: #45d4ff;
-  --jp-collaborator-color6: #e2b1ff;
-  --jp-collaborator-color7: #ff9de6;
-
-  /* Vega extension styles */
-
-  --jp-vega-background: white;
-
-  /* Sidebar-related styles */
-
-  --jp-sidebar-min-width: 250px;
-
-  /* Search-related styles */
-
-  --jp-search-toggle-off-opacity: 0.5;
-  --jp-search-toggle-hover-opacity: 0.8;
-  --jp-search-toggle-on-opacity: 1;
-  --jp-search-selected-match-background-color: rgb(245, 200, 0);
-  --jp-search-selected-match-color: black;
-  --jp-search-unselected-match-background-color: var(
-    --jp-inverse-layout-color0
-  );
-  --jp-search-unselected-match-color: var(--jp-ui-inverse-font-color0);
-
-  /* Icon colors that work well with light or dark backgrounds */
-  --jp-icon-contrast-color0: var(--md-purple-600);
-  --jp-icon-contrast-color1: var(--md-green-600);
-  --jp-icon-contrast-color2: var(--md-pink-600);
-  --jp-icon-contrast-color3: var(--md-blue-600);
-
-  /* Button colors */
-  --jp-accept-color-normal: var(--md-blue-700);
-  --jp-accept-color-hover: var(--md-blue-800);
-  --jp-accept-color-active: var(--md-blue-900);
-  --jp-warn-color-normal: var(--md-red-700);
-  --jp-warn-color-hover: var(--md-red-800);
-  --jp-warn-color-active: var(--md-red-900);
-  --jp-reject-color-normal: var(--md-grey-600);
-  --jp-reject-color-hover: var(--md-grey-700);
-  --jp-reject-color-active: var(--md-grey-800);
-
-  /* File or activity icons and switch semantic variables */
-  --jp-jupyter-icon-color: #f37626;
-  --jp-notebook-icon-color: #f37626;
-  --jp-json-icon-color: var(--md-orange-700);
-  --jp-console-icon-background-color: var(--md-blue-700);
-  --jp-console-icon-color: white;
-  --jp-terminal-icon-background-color: var(--md-grey-800);
-  --jp-terminal-icon-color: var(--md-grey-200);
-  --jp-text-editor-icon-color: var(--md-grey-700);
-  --jp-inspector-icon-color: var(--md-grey-700);
-  --jp-switch-color: var(--md-grey-400);
-  --jp-switch-true-position-color: var(--md-orange-900);
-}
-</style>
-<style type="text/css">
-/* Force rendering true colors when outputing to pdf */
-* {
-  -webkit-print-color-adjust: exact;
-}
-
-/* Misc */
-a.anchor-link {
-  display: none;
-}
-
-/* Input area styling */
-.jp-InputArea {
-  overflow: hidden;
-}
-
-.jp-InputArea-editor {
-  overflow: hidden;
-}
-
-.cm-editor.cm-s-jupyter .highlight pre {
-/* weird, but --jp-code-padding defined to be 5px but 4px horizontal padding is hardcoded for pre.cm-line */
-  padding: var(--jp-code-padding) 4px;
-  margin: 0;
-
-  font-family: inherit;
-  font-size: inherit;
-  line-height: inherit;
-  color: inherit;
-
-}
-
-.jp-OutputArea-output pre {
-  line-height: inherit;
-  font-family: inherit;
-}
-
-.jp-RenderedText pre {
-  color: var(--jp-content-font-color1);
-  font-size: var(--jp-code-font-size);
-}
-
-/* Hiding the collapser by default */
-.jp-Collapser {
-  display: none;
-}
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-<body class="jp-Notebook" data-jp-theme-light="true" data-jp-theme-name="JupyterLab Light">
-<main>
-<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
-<div class="jp-Cell-inputWrapper" tabindex="0">
-<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
-</div>
-<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
-</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown">
-<h1 id="Neuron-with-3-inputs">Neuron with 3 inputs<a class="anchor-link" href="#Neuron-with-3-inputs">¶</a></h1>
-</div>
-</div>
-</div>
-</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell">
-<div class="jp-Cell-inputWrapper" tabindex="0">
-<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
-</div>
-<div class="jp-InputArea jp-Cell-inputArea">
-<div class="jp-InputPrompt jp-InputArea-prompt">In [4]:</div>
-<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
-<div class="cm-editor cm-s-jupyter">
-<div class="highlight hl-ipython3"><pre><span></span><span class="n">inputs</span> <span class="o">=</span> <span class="p">[</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">]</span>
-<span class="n">weights</span> <span class="o">=</span> <span class="p">[</span><span class="mf">0.2</span><span class="p">,</span> <span class="mf">0.8</span><span class="p">,</span> <span class="o">-</span><span class="mf">0.5</span><span class="p">]</span>
-<span class="n">bias</span> <span class="o">=</span> <span class="mi">2</span>
-
-<span class="n">output</span> <span class="o">=</span> <span class="p">(</span><span class="n">inputs</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">weights</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">+</span> <span class="n">inputs</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">weights</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span> <span class="o">+</span> <span class="n">inputs</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">weights</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span> <span class="o">+</span> <span class="n">bias</span><span class="p">)</span>
-
-<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">"Output: </span><span class="si">{</span><span class="n">output</span><span class="si">}</span><span class="s2">"</span><span class="p">)</span>
-</pre></div>
-</div>
-</div>
-</div>
-</div>
-<div class="jp-Cell-outputWrapper">
-<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
-</div>
-<div class="jp-OutputArea jp-Cell-outputArea">
-<div class="jp-OutputArea-child">
-<div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
-<div class="jp-RenderedText jp-OutputArea-output" data-mime-type="text/plain" tabindex="0">
-<pre>Output: 2.3
-</pre>
-</div>
-</div>
-</div>
-</div>
-</div>
-<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
-<div class="jp-Cell-inputWrapper" tabindex="0">
-<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
-</div>
-<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
-</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown">
-<h1 id="Neuron-with-4-inputs">Neuron with 4 inputs<a class="anchor-link" href="#Neuron-with-4-inputs">¶</a></h1>
-</div>
-</div>
-</div>
-</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell">
-<div class="jp-Cell-inputWrapper" tabindex="0">
-<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
-</div>
-<div class="jp-InputArea jp-Cell-inputArea">
-<div class="jp-InputPrompt jp-InputArea-prompt">In [5]:</div>
-<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
-<div class="cm-editor cm-s-jupyter">
-<div class="highlight hl-ipython3"><pre><span></span><span class="n">inputs</span> <span class="o">=</span> <span class="p">[</span><span class="mf">1.0</span><span class="p">,</span> <span class="mf">2.0</span><span class="p">,</span> <span class="mf">3.0</span><span class="p">,</span> <span class="mf">2.5</span><span class="p">]</span>
-<span class="n">weights</span> <span class="o">=</span> <span class="p">[</span><span class="mf">0.2</span><span class="p">,</span> <span class="mf">0.8</span><span class="p">,</span> <span class="o">-</span><span class="mf">0.5</span><span class="p">,</span> <span class="mf">1.0</span><span class="p">]</span>
-<span class="n">bias</span> <span class="o">=</span> <span class="mi">2</span>
-
-<span class="n">output</span> <span class="o">=</span> <span class="p">(</span><span class="n">inputs</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">weights</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">+</span> <span class="n">inputs</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="n">weights</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span> <span class="o">+</span> <span class="n">inputs</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">*</span><span class="n">weights</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span> <span class="o">+</span> <span class="n">inputs</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span><span class="o">*</span><span class="n">weights</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span> <span class="o">+</span> <span class="n">bias</span><span class="p">)</span>
-
-<span class="nb">print</span><span class="p">(</span><span class="n">output</span><span class="p">)</span>
-</pre></div>
-</div>
-</div>
-</div>
-</div>
-<div class="jp-Cell-outputWrapper">
-<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
-</div>
-<div class="jp-OutputArea jp-Cell-outputArea">
-<div class="jp-OutputArea-child">
-<div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
-<div class="jp-RenderedText jp-OutputArea-output" data-mime-type="text/plain" tabindex="0">
-<pre>Output: 4.8
-</pre>
-</div>
-</div>
-</div>
-</div>
-</div>
-<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
-<div class="jp-Cell-inputWrapper" tabindex="0">
-<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
-</div>
-<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
-</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown">
-<h1 id="Layer-of-3-neurons-with-4-inputs">Layer of 3 neurons with 4 inputs<a class="anchor-link" href="#Layer-of-3-neurons-with-4-inputs">¶</a></h1>
-</div>
-</div>
-</div>
-</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell">
-<div class="jp-Cell-inputWrapper" tabindex="0">
-<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
-</div>
-<div class="jp-InputArea jp-Cell-inputArea">
-<div class="jp-InputPrompt jp-InputArea-prompt">In [1]:</div>
-<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
-<div class="cm-editor cm-s-jupyter">
-<div class="highlight hl-ipython3"><pre><span></span><span class="n">num_neurons</span> <span class="o">=</span> <span class="mi">3</span>
-<span class="n">num_inputs</span> <span class="o">=</span> <span class="mi">4</span>
-<span class="n">inputs</span> <span class="o">=</span> <span class="p">[</span><span class="mf">1.0</span><span class="p">,</span> <span class="mf">2.0</span><span class="p">,</span> <span class="mf">3.0</span><span class="p">,</span> <span class="mf">2.5</span><span class="p">]</span>
-<span class="n">weights</span> <span class="o">=</span> <span class="p">[[</span><span class="mf">0.2</span><span class="p">,</span> <span class="mf">0.8</span><span class="p">,</span> <span class="o">-</span><span class="mf">0.5</span><span class="p">,</span> <span class="mf">1.0</span><span class="p">],</span>
-           <span class="p">[</span><span class="mf">0.5</span><span class="p">,</span> <span class="o">-</span><span class="mf">0.91</span><span class="p">,</span> <span class="mf">0.26</span><span class="p">,</span> <span class="o">-</span><span class="mf">0.5</span><span class="p">],</span>
-           <span class="p">[</span><span class="o">-</span><span class="mf">0.26</span><span class="p">,</span> <span class="o">-</span><span class="mf">0.27</span><span class="p">,</span> <span class="mf">0.17</span><span class="p">,</span> <span class="mf">0.87</span><span class="p">]]</span>
-<span class="n">biases</span> <span class="o">=</span> <span class="p">[</span><span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">,</span> <span class="mf">0.5</span><span class="p">]</span>
-
-<span class="n">outputs</span> <span class="o">=</span> <span class="p">[]</span>
-<span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">num_neurons</span><span class="p">):</span>
-    <span class="n">output</span> <span class="o">=</span> <span class="mi">0</span>
-    <span class="k">for</span> <span class="n">j</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">num_inputs</span><span class="p">):</span>
-        <span class="n">output</span> <span class="o">+=</span> <span class="n">inputs</span><span class="p">[</span><span class="n">j</span><span class="p">]</span><span class="o">*</span><span class="n">weights</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">j</span><span class="p">]</span>
-    <span class="n">output</span> <span class="o">+=</span> <span class="n">biases</span><span class="p">[</span><span class="n">i</span><span class="p">]</span>
-    <span class="n">outputs</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">output</span><span class="p">)</span>
-
-<span class="nb">print</span><span class="p">(</span><span class="n">outputs</span><span class="p">)</span>
-</pre></div>
-</div>
-</div>
-</div>
-</div>
-<div class="jp-Cell-outputWrapper">
-<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
-</div>
-<div class="jp-OutputArea jp-Cell-outputArea">
-<div class="jp-OutputArea-child">
-<div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
-<div class="jp-RenderedText jp-OutputArea-output" data-mime-type="text/plain" tabindex="0">
-<pre>[4.8, 1.21, 2.385]
-</pre>
-</div>
-</div>
-</div>
-</div>
-</div>
-<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
-<div class="jp-Cell-inputWrapper" tabindex="0">
-<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
-</div>
-<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
-</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown">
-<h1 id="Layer-of-3-neurons-with-4-inputs">Layer of 3 neurons with 4 inputs<a class="anchor-link" href="#Layer-of-3-neurons-with-4-inputs">¶</a></h1>
-</div>
-</div>
-</div>
-</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell">
-<div class="jp-Cell-inputWrapper" tabindex="0">
-<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
-</div>
-<div class="jp-InputArea jp-Cell-inputArea">
-<div class="jp-InputPrompt jp-InputArea-prompt">In [2]:</div>
-<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
-<div class="cm-editor cm-s-jupyter">
-<div class="highlight hl-ipython3"><pre><span></span><span class="n">num_neurons</span> <span class="o">=</span> <span class="mi">3</span>
-<span class="n">num_inputs</span> <span class="o">=</span> <span class="mi">4</span>
-<span class="n">inputs</span> <span class="o">=</span> <span class="p">[</span><span class="mf">1.0</span><span class="p">,</span> <span class="mf">2.0</span><span class="p">,</span> <span class="mf">3.0</span><span class="p">,</span> <span class="mf">2.5</span><span class="p">]</span>
-<span class="n">weights</span> <span class="o">=</span> <span class="p">[[</span><span class="mf">0.2</span><span class="p">,</span> <span class="mf">0.8</span><span class="p">,</span> <span class="o">-</span><span class="mf">0.5</span><span class="p">,</span> <span class="mf">1.0</span><span class="p">],</span>
-           <span class="p">[</span><span class="mf">0.5</span><span class="p">,</span> <span class="o">-</span><span class="mf">0.91</span><span class="p">,</span> <span class="mf">0.26</span><span class="p">,</span> <span class="o">-</span><span class="mf">0.5</span><span class="p">],</span>
-           <span class="p">[</span><span class="o">-</span><span class="mf">0.26</span><span class="p">,</span> <span class="o">-</span><span class="mf">0.27</span><span class="p">,</span> <span class="mf">0.17</span><span class="p">,</span> <span class="mf">0.87</span><span class="p">]]</span>
-<span class="n">biases</span> <span class="o">=</span> <span class="p">[</span><span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">,</span> <span class="mf">0.5</span><span class="p">]</span>
-
-<span class="n">outputs</span> <span class="o">=</span> <span class="p">[]</span>
-<span class="k">for</span> <span class="n">neuron_weights</span><span class="p">,</span> <span class="n">neuron_bias</span> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span><span class="n">weights</span><span class="p">,</span> <span class="n">biases</span><span class="p">):</span>
-    <span class="n">neuron_output</span> <span class="o">=</span> <span class="mi">0</span>
-    <span class="k">for</span> <span class="nb">input</span><span class="p">,</span> <span class="n">weight</span> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span><span class="n">inputs</span><span class="p">,</span> <span class="n">neuron_weights</span><span class="p">):</span>
-        <span class="n">neuron_output</span> <span class="o">+=</span> <span class="nb">input</span><span class="o">*</span><span class="n">weight</span>
-    <span class="n">neuron_output</span> <span class="o">+=</span> <span class="n">neuron_bias</span>
-    <span class="n">outputs</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">neuron_output</span><span class="p">)</span>
-
-<span class="nb">print</span><span class="p">(</span><span class="n">outputs</span><span class="p">)</span>
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-<pre>[4.8, 1.21, 2.385]
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-<h1 id="Single-Neuron-using-Numpy">Single Neuron using Numpy<a class="anchor-link" href="#Single-Neuron-using-Numpy">¶</a></h1>
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-<div class="highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
-
-<span class="n">inputs</span> <span class="o">=</span> <span class="p">[</span><span class="mf">1.0</span><span class="p">,</span> <span class="mf">2.0</span><span class="p">,</span> <span class="mf">3.0</span><span class="p">,</span> <span class="mf">2.5</span><span class="p">]</span>
-<span class="n">weights</span> <span class="o">=</span> <span class="p">[</span><span class="mf">0.2</span><span class="p">,</span> <span class="mf">0.8</span><span class="p">,</span> <span class="o">-</span><span class="mf">0.5</span><span class="p">,</span> <span class="mf">1.0</span><span class="p">]</span>
-<span class="n">bias</span> <span class="o">=</span> <span class="mi">2</span>
-
-<span class="n">output</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">dot</span><span class="p">(</span><span class="n">inputs</span><span class="p">,</span> <span class="n">weights</span><span class="p">)</span> <span class="o">+</span> <span class="n">bias</span>
-<span class="nb">print</span><span class="p">(</span><span class="n">output</span><span class="p">)</span>
-</pre></div>
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-<pre>4.8
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