/* kd-notebook 2025 — the Jupyter export CSS of the FMCA 2025 lecture notes, reduced to the rules their 10 posts use and scoped to the notebook wrapper. Generated by nbslim.py; never edited by hand. Source: 16 distinct <style> block(s), 2348150 bytes. */
:where(.kd-nb-2025) pre { line-height: 125%; }
:where(.kd-nb-2025) .highlight { background: var(--jp-cell-editor-background); color: var(--jp-mirror-editor-variable-color) }
:where(.kd-nb-2025) .highlight .k { color: var(--jp-mirror-editor-keyword-color); font-weight: bold }
:where(.kd-nb-2025) .highlight .o { color: var(--jp-mirror-editor-operator-color); font-weight: bold }
:where(.kd-nb-2025) .highlight .p { color: var(--jp-mirror-editor-punctuation-color) }
:where(.kd-nb-2025) .highlight .c1 { color: var(--jp-mirror-editor-comment-color); font-style: italic }
:where(.kd-nb-2025) .highlight .kc { color: var(--jp-mirror-editor-keyword-color); font-weight: bold }
:where(.kd-nb-2025) .highlight .kn { color: var(--jp-mirror-editor-keyword-color); font-weight: bold }
:where(.kd-nb-2025) .highlight .ow { color: var(--jp-mirror-editor-operator-color); font-weight: bold }
:where(.kd-nb-2025) .highlight .w { color: var(--jp-mirror-editor-variable-color) }
:where(.kd-nb-2025) .highlight .mf { color: var(--jp-mirror-editor-number-color) }
:where(.kd-nb-2025) .highlight .mi { color: var(--jp-mirror-editor-number-color) }
:where(.kd-nb-2025) .highlight .sa { color: var(--jp-mirror-editor-string-color) }
:where(.kd-nb-2025) .highlight .sd { color: var(--jp-mirror-editor-string-color) }
:where(.kd-nb-2025) .highlight .s2 { color: var(--jp-mirror-editor-string-color) }
:where(.kd-nb-2025) .highlight .se { color: var(--jp-mirror-editor-string-color) }
:where(.kd-nb-2025) .highlight .si { color: var(--jp-mirror-editor-string-color) }
:where(.kd-nb-2025) .highlight .s1 { color: var(--jp-mirror-editor-string-color) }
:where(.kd-nb-2025) { --jp-icon-add-above: 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url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTAgMGgyNHYyNEgweiIgZmlsbD0ibm9uZSIvPgogICAgICAgIDxwYXRoIGQ9Ik0yMiAxMVYzaC03djNIOVYzSDJ2OGg3VjhoMnYxMGg0djNoN3YtOGgtN3YzaC0yVjhoMnYzeiIvPgogICAgPC9nPgo8L3N2Zz4K); --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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); }
:where(.kd-nb-2025) { --jp-warn-color0: var(--md-orange-700); }
@keyframes fadeIn {
  0% {
    opacity: 0;
  }

  100% {
    opacity: 1;
  }
}
@keyframes load3 {
  0% {
    transform: rotate(0deg);
  }

  100% {
    transform: rotate(360deg);
  }
}
:where(.kd-nb-2025) { --jp-private-toolbar-height: calc( 28px + var(--jp-border-width) ); }
.kd-nb-2025 { color: var(--jp-ui-font-color1); font-size: var(--jp-ui-font-size1); }
:where(.kd-nb-2025) a { text-decoration: unset; color: unset; }
:where(.kd-nb-2025) a:hover { text-decoration: unset; color: unset; }
@keyframes jp-Statusbar-ExecutionTime-progress-bar {
  0% {
    background-position: 0 0;
  }

  100% {
    background-position: 40px 40px;
  }
}
:where(.kd-nb-2025) { --jp-private-commandpalette-search-height: 28px; }
:where(.kd-nb-2025) { --md-red-50: #ffebee; --md-red-100: #ffcdd2; --md-red-200: #ef9a9a; --md-red-300: #e57373; --md-red-400: #ef5350; --md-red-500: #f44336; --md-red-600: #e53935; --md-red-700: #d32f2f; --md-red-800: #c62828; --md-red-900: #b71c1c; --md-red-A100: #ff8a80; --md-red-A200: #ff5252; --md-red-A400: #ff1744; --md-red-A700: #d50000; --md-pink-50: #fce4ec; --md-pink-100: #f8bbd0; --md-pink-200: #f48fb1; --md-pink-300: #f06292; --md-pink-400: #ec407a; --md-pink-500: #e91e63; --md-pink-600: #d81b60; --md-pink-700: #c2185b; --md-pink-800: #ad1457; --md-pink-900: #880e4f; --md-pink-A100: #ff80ab; --md-pink-A200: #ff4081; --md-pink-A400: #f50057; --md-pink-A700: #c51162; --md-purple-50: #f3e5f5; --md-purple-100: #e1bee7; --md-purple-200: #ce93d8; --md-purple-300: #ba68c8; --md-purple-400: #ab47bc; --md-purple-500: #9c27b0; --md-purple-600: #8e24aa; --md-purple-700: #7b1fa2; --md-purple-800: #6a1b9a; --md-purple-900: #4a148c; --md-purple-A100: #ea80fc; --md-purple-A200: #e040fb; --md-purple-A400: #d500f9; --md-purple-A700: #a0f; --md-deep-purple-50: #ede7f6; --md-deep-purple-100: #d1c4e9; --md-deep-purple-200: #b39ddb; --md-deep-purple-300: #9575cd; --md-deep-purple-400: #7e57c2; --md-deep-purple-500: #673ab7; --md-deep-purple-600: #5e35b1; --md-deep-purple-700: #512da8; --md-deep-purple-800: #4527a0; --md-deep-purple-900: #311b92; --md-deep-purple-A100: #b388ff; --md-deep-purple-A200: #7c4dff; --md-deep-purple-A400: #651fff; --md-deep-purple-A700: #6200ea; --md-indigo-50: #e8eaf6; --md-indigo-100: #c5cae9; --md-indigo-200: #9fa8da; --md-indigo-300: #7986cb; --md-indigo-400: #5c6bc0; --md-indigo-500: #3f51b5; --md-indigo-600: #3949ab; --md-indigo-700: #303f9f; --md-indigo-800: #283593; --md-indigo-900: #1a237e; --md-indigo-A100: #8c9eff; --md-indigo-A200: #536dfe; --md-indigo-A400: #3d5afe; --md-indigo-A700: #304ffe; --md-blue-50: #e3f2fd; --md-blue-100: #bbdefb; --md-blue-200: #90caf9; --md-blue-300: #64b5f6; --md-blue-400: #42a5f5; --md-blue-500: #2196f3; --md-blue-600: #1e88e5; --md-blue-700: #1976d2; --md-blue-800: #1565c0; --md-blue-900: #0d47a1; --md-blue-A100: #82b1ff; --md-blue-A200: #448aff; --md-blue-A400: #2979ff; --md-blue-A700: #2962ff; --md-light-blue-50: #e1f5fe; --md-light-blue-100: #b3e5fc; --md-light-blue-200: #81d4fa; --md-light-blue-300: #4fc3f7; --md-light-blue-400: #29b6f6; --md-light-blue-500: #03a9f4; --md-light-blue-600: #039be5; --md-light-blue-700: #0288d1; --md-light-blue-800: #0277bd; --md-light-blue-900: #01579b; --md-light-blue-A100: #80d8ff; --md-light-blue-A200: #40c4ff; --md-light-blue-A400: #00b0ff; --md-light-blue-A700: #0091ea; --md-cyan-50: #e0f7fa; --md-cyan-100: #b2ebf2; --md-cyan-200: #80deea; --md-cyan-300: #4dd0e1; --md-cyan-400: #26c6da; --md-cyan-500: #00bcd4; --md-cyan-600: #00acc1; --md-cyan-700: #0097a7; --md-cyan-800: #00838f; --md-cyan-900: #006064; --md-cyan-A100: #84ffff; --md-cyan-A200: #18ffff; --md-cyan-A400: #00e5ff; --md-cyan-A700: #00b8d4; --md-teal-50: #e0f2f1; --md-teal-100: #b2dfdb; --md-teal-200: #80cbc4; --md-teal-300: #4db6ac; --md-teal-400: #26a69a; --md-teal-500: #009688; --md-teal-600: #00897b; --md-teal-700: #00796b; --md-teal-800: #00695c; --md-teal-900: #004d40; --md-teal-A100: #a7ffeb; --md-teal-A200: #64ffda; --md-teal-A400: #1de9b6; --md-teal-A700: #00bfa5; --md-green-50: #e8f5e9; --md-green-100: #c8e6c9; --md-green-200: #a5d6a7; --md-green-300: #81c784; --md-green-400: #66bb6a; --md-green-500: #4caf50; --md-green-600: #43a047; --md-green-700: #388e3c; --md-green-800: #2e7d32; --md-green-900: #1b5e20; --md-green-A100: #b9f6ca; --md-green-A200: #69f0ae; --md-green-A400: #00e676; --md-green-A700: #00c853; --md-light-green-50: #f1f8e9; --md-light-green-100: #dcedc8; --md-light-green-200: #c5e1a5; --md-light-green-300: #aed581; --md-light-green-400: #9ccc65; --md-light-green-500: #8bc34a; --md-light-green-600: #7cb342; --md-light-green-700: #689f38; --md-light-green-800: #558b2f; --md-light-green-900: #33691e; --md-light-green-A100: #ccff90; --md-light-green-A200: #b2ff59; --md-light-green-A400: #76ff03; --md-light-green-A700: #64dd17; --md-lime-50: #f9fbe7; --md-lime-100: #f0f4c3; --md-lime-200: #e6ee9c; --md-lime-300: #dce775; --md-lime-400: #d4e157; --md-lime-500: #cddc39; --md-lime-600: #c0ca33; --md-lime-700: #afb42b; --md-lime-800: #9e9d24; --md-lime-900: #827717; --md-lime-A100: #f4ff81; --md-lime-A200: #eeff41; --md-lime-A400: #c6ff00; --md-lime-A700: #aeea00; --md-yellow-50: #fffde7; --md-yellow-100: #fff9c4; --md-yellow-200: #fff59d; --md-yellow-300: #fff176; --md-yellow-400: #ffee58; --md-yellow-500: #ffeb3b; --md-yellow-600: #fdd835; --md-yellow-700: #fbc02d; --md-yellow-800: #f9a825; --md-yellow-900: #f57f17; --md-yellow-A100: #ffff8d; --md-yellow-A200: #ff0; --md-yellow-A400: #ffea00; --md-yellow-A700: #ffd600; --md-amber-50: #fff8e1; --md-amber-100: #ffecb3; --md-amber-200: #ffe082; --md-amber-300: #ffd54f; --md-amber-400: #ffca28; --md-amber-500: #ffc107; --md-amber-600: #ffb300; --md-amber-700: #ffa000; --md-amber-800: #ff8f00; --md-amber-900: #ff6f00; --md-amber-A100: #ffe57f; --md-amber-A200: #ffd740; --md-amber-A400: #ffc400; --md-amber-A700: #ffab00; --md-orange-50: #fff3e0; --md-orange-100: #ffe0b2; --md-orange-200: #ffcc80; --md-orange-300: #ffb74d; --md-orange-400: #ffa726; --md-orange-500: #ff9800; --md-orange-600: #fb8c00; --md-orange-700: #f57c00; --md-orange-800: #ef6c00; --md-orange-900: #e65100; --md-orange-A100: #ffd180; --md-orange-A200: #ffab40; --md-orange-A400: #ff9100; --md-orange-A700: #ff6d00; --md-deep-orange-50: #fbe9e7; --md-deep-orange-100: #ffccbc; --md-deep-orange-200: #ffab91; --md-deep-orange-300: #ff8a65; --md-deep-orange-400: #ff7043; --md-deep-orange-500: #ff5722; --md-deep-orange-600: #f4511e; --md-deep-orange-700: #e64a19; --md-deep-orange-800: #d84315; --md-deep-orange-900: #bf360c; --md-deep-orange-A100: #ff9e80; --md-deep-orange-A200: #ff6e40; --md-deep-orange-A400: #ff3d00; --md-deep-orange-A700: #dd2c00; --md-brown-50: #efebe9; --md-brown-100: #d7ccc8; --md-brown-200: #bcaaa4; --md-brown-300: #a1887f; --md-brown-400: #8d6e63; --md-brown-500: #795548; --md-brown-600: #6d4c41; --md-brown-700: #5d4037; --md-brown-800: #4e342e; --md-brown-900: #3e2723; --md-grey-50: #fafafa; --md-grey-100: #f5f5f5; --md-grey-200: #eee; --md-grey-300: #e0e0e0; --md-grey-400: #bdbdbd; --md-grey-500: #9e9e9e; --md-grey-600: #757575; --md-grey-700: #616161; --md-grey-800: #424242; --md-grey-900: #212121; --md-blue-grey-50: #eceff1; --md-blue-grey-100: #cfd8dc; --md-blue-grey-200: #b0bec5; --md-blue-grey-300: #90a4ae; --md-blue-grey-400: #78909c; --md-blue-grey-500: #607d8b; --md-blue-grey-600: #546e7a; --md-blue-grey-700: #455a64; --md-blue-grey-800: #37474f; --md-blue-grey-900: #263238; }
:where(.kd-nb-2025) { --jp-private-code-span-padding: calc( (var(--jp-code-line-height) - 1) * var(--jp-code-font-size) / 2 ); }
:where(.kd-nb-2025) .jp-RenderedText { text-align: left; padding-left: var(--jp-code-padding); line-height: var(--jp-code-line-height); font-family: var(--jp-code-font-family); }
:where(.kd-nb-2025) .jp-RenderedText pre, :where(.kd-nb-2025) .jp-RenderedJavaScript pre, :where(.kd-nb-2025) .jp-RenderedHTMLCommon pre { color: var(--jp-content-font-color1); font-size: var(--jp-code-font-size); border: none; margin: 0; padding: 0; }
:where(.kd-nb-2025) .jp-RenderedText pre a:link { text-decoration: none; color: var(--jp-content-link-color); }
:where(.kd-nb-2025) .jp-RenderedText pre a:hover { text-decoration: underline; color: var(--jp-content-link-color); }
:where(.kd-nb-2025) .jp-RenderedText pre a:visited { text-decoration: none; color: var(--jp-content-link-color); }
:where(.kd-nb-2025) .jp-RenderedText[data-mime-type='application/vnd.jupyter.stderr'] { background: var(--jp-rendermime-error-background); padding-top: var(--jp-code-padding); }
:where(.kd-nb-2025) .jp-RenderedLatex { color: var(--jp-content-font-color1); font-size: var(--jp-content-font-size1); line-height: var(--jp-content-line-height); }
:where(.kd-nb-2025) .jp-OutputArea-output.jp-RenderedLatex { padding: var(--jp-code-padding); text-align: left; }
:where(.kd-nb-2025) .jp-RenderedHTMLCommon { color: var(--jp-content-font-color1); font-family: var(--jp-content-font-family); font-size: var(--jp-content-font-size1); line-height: var(--jp-content-line-height); padding-right: 20px; }
:where(.kd-nb-2025) .jp-RenderedHTMLCommon em { font-style: italic; }
:where(.kd-nb-2025) .jp-RenderedHTMLCommon strong { font-weight: bold; }
:where(.kd-nb-2025) .jp-RenderedHTMLCommon a:link { text-decoration: none; color: var(--jp-content-link-color); }
:where(.kd-nb-2025) .jp-RenderedHTMLCommon a:hover { text-decoration: underline; color: var(--jp-content-link-color); }
:where(.kd-nb-2025) .jp-RenderedHTMLCommon a:visited { text-decoration: none; color: var(--jp-content-link-color); }
:where(.kd-nb-2025) .jp-RenderedHTMLCommon h1, :where(.kd-nb-2025) .jp-RenderedHTMLCommon h2, :where(.kd-nb-2025) .jp-RenderedHTMLCommon h3, :where(.kd-nb-2025) .jp-RenderedHTMLCommon h4 { line-height: var(--jp-content-heading-line-height); font-weight: var(--jp-content-heading-font-weight); font-style: normal; margin: var(--jp-content-heading-margin-top) 0 var(--jp-content-heading-margin-bottom) 0; }
:where(.kd-nb-2025) .jp-RenderedHTMLCommon h1:first-child, :where(.kd-nb-2025) .jp-RenderedHTMLCommon h2:first-child, :where(.kd-nb-2025) .jp-RenderedHTMLCommon h3:first-child, :where(.kd-nb-2025) .jp-RenderedHTMLCommon h4:first-child { margin-top: calc(0.5 * var(--jp-content-heading-margin-top)); }
:where(.kd-nb-2025) .jp-RenderedHTMLCommon h1:last-child, :where(.kd-nb-2025) .jp-RenderedHTMLCommon h2:last-child, :where(.kd-nb-2025) .jp-RenderedHTMLCommon h3:last-child, :where(.kd-nb-2025) .jp-RenderedHTMLCommon h4:last-child { margin-bottom: calc(0.5 * var(--jp-content-heading-margin-bottom)); }
:where(.kd-nb-2025) .jp-RenderedHTMLCommon h1 { font-size: var(--jp-content-font-size5); }
:where(.kd-nb-2025) .jp-RenderedHTMLCommon h2 { font-size: var(--jp-content-font-size4); }
:where(.kd-nb-2025) .jp-RenderedHTMLCommon h3 { font-size: var(--jp-content-font-size3); }
:where(.kd-nb-2025) .jp-RenderedHTMLCommon h4 { font-size: var(--jp-content-font-size2); }
:where(.kd-nb-2025) .jp-RenderedHTMLCommon ul:not(.list-inline), :where(.kd-nb-2025) .jp-RenderedHTMLCommon ol:not(.list-inline) { padding-left: 2em; }
:where(.kd-nb-2025) .jp-RenderedHTMLCommon ul { list-style: disc; }
:where(.kd-nb-2025) .jp-RenderedHTMLCommon ul ul { list-style: square; }
:where(.kd-nb-2025) .jp-RenderedHTMLCommon ul ul ul { list-style: circle; }
:where(.kd-nb-2025) .jp-RenderedHTMLCommon ol { list-style: decimal; }
:where(.kd-nb-2025) .jp-RenderedHTMLCommon ol ol { list-style: upper-alpha; }
:where(.kd-nb-2025) .jp-RenderedHTMLCommon ol ol ol { list-style: lower-alpha; }
:where(.kd-nb-2025) .jp-RenderedHTMLCommon ol ol ol ol { list-style: lower-roman; }
:where(.kd-nb-2025) .jp-RenderedHTMLCommon ol ol ol ol ol { list-style: decimal; }
:where(.kd-nb-2025) .jp-RenderedHTMLCommon ol, :where(.kd-nb-2025) .jp-RenderedHTMLCommon ul { margin-bottom: 1em; }
:where(.kd-nb-2025) .jp-RenderedHTMLCommon ul ul, :where(.kd-nb-2025) .jp-RenderedHTMLCommon ul ol, :where(.kd-nb-2025) .jp-RenderedHTMLCommon ol ul, :where(.kd-nb-2025) .jp-RenderedHTMLCommon ol ol { margin-bottom: 0; }
:where(.kd-nb-2025) .jp-RenderedHTMLCommon > pre { margin: 1.5em 2em; }
:where(.kd-nb-2025) .jp-RenderedHTMLCommon pre, :where(.kd-nb-2025) .jp-RenderedHTMLCommon code { border: 0; background-color: var(--jp-layout-color0); color: var(--jp-content-font-color1); font-family: var(--jp-code-font-family); font-size: inherit; line-height: var(--jp-code-line-height); padding: 0; white-space: pre-wrap; }
:where(.kd-nb-2025) .jp-RenderedHTMLCommon :not(pre) > code { background-color: var(--jp-layout-color2); padding: 1px 5px; }
:where(.kd-nb-2025) .jp-RenderedHTMLCommon table { border-collapse: collapse; border-spacing: 0; border: none; color: var(--jp-ui-font-color1); font-size: var(--jp-ui-font-size1); table-layout: fixed; margin-left: auto; margin-bottom: 1em; margin-right: auto; }
:where(.kd-nb-2025) .jp-RenderedHTMLCommon thead { border-bottom: var(--jp-border-width) solid var(--jp-border-color1); vertical-align: bottom; }
:where(.kd-nb-2025) .jp-RenderedHTMLCommon td, :where(.kd-nb-2025) .jp-RenderedHTMLCommon th, :where(.kd-nb-2025) .jp-RenderedHTMLCommon tr { vertical-align: middle; padding: 0.5em; line-height: normal; white-space: normal; max-width: none; border: none; }
:where(.kd-nb-2025) .jp-RenderedMarkdown.jp-RenderedHTMLCommon td, :where(.kd-nb-2025) .jp-RenderedMarkdown.jp-RenderedHTMLCommon th { max-width: none; }
:where(.kd-nb-2025) :not(.jp-RenderedMarkdown).jp-RenderedHTMLCommon td, :where(.kd-nb-2025) :not(.jp-RenderedMarkdown).jp-RenderedHTMLCommon th, :where(.kd-nb-2025) :not(.jp-RenderedMarkdown).jp-RenderedHTMLCommon tr { text-align: right; }
:where(.kd-nb-2025) .jp-RenderedHTMLCommon th { font-weight: bold; }
:where(.kd-nb-2025) .jp-RenderedHTMLCommon tbody tr:nth-child(odd) { background: var(--jp-layout-color0); }
:where(.kd-nb-2025) .jp-RenderedHTMLCommon tbody tr:nth-child(even) { background: var(--jp-rendermime-table-row-background); }
:where(.kd-nb-2025) .jp-RenderedHTMLCommon tbody tr:hover { background: var(--jp-rendermime-table-row-hover-background); }
:where(.kd-nb-2025) .jp-RenderedHTMLCommon p { text-align: left; margin: 0; margin-bottom: 1em; }
:where(.kd-nb-2025) .jp-RenderedHTMLCommon img { -moz-force-broken-image-icon: 1; }
:where(.kd-nb-2025) .jp-RenderedHTMLCommon > img, :where(.kd-nb-2025) .jp-RenderedHTMLCommon > picture > img { display: block; margin-left: 0; margin-right: 0; margin-bottom: 1em; }
:where(.kd-nb-2025) .jp-RenderedHTMLCommon img, :where(.kd-nb-2025) .jp-RenderedImage img { max-width: 100%; height: auto; }
:where(.kd-nb-2025) .jp-RenderedHTMLCommon blockquote { margin: 1em 2em; padding: 0 1em; border-left: 5px solid var(--jp-border-color2); }
:where(.kd-nb-2025) .jp-RenderedHTMLCommon > *:last-child { margin-bottom: 0.5em; }
:where(.kd-nb-2025) .cm-editor { line-height: var(--jp-code-line-height); font-size: var(--jp-code-font-size); font-family: var(--jp-code-font-family); border: 0; border-radius: 0; height: auto; }
:where(.kd-nb-2025) .cm-editor pre { padding: 0 var(--jp-code-padding); }
:where(.kd-nb-2025) .jp-CodeMirrorEditor { cursor: text; }
:where(.kd-nb-2025) { --jp-private-filebrowser-button-height: 28px; --jp-private-filebrowser-button-width: 48px; }
:where(.kd-nb-2025) .jp-OutputArea { overflow-y: auto; }
:where(.kd-nb-2025) .jp-OutputArea-child { display: table; table-layout: fixed; width: 100%; overflow: hidden; }
:where(.kd-nb-2025) .jp-OutputPrompt { width: var(--jp-cell-prompt-width); color: var(--jp-cell-outprompt-font-color); font-family: var(--jp-cell-prompt-font-family); padding: var(--jp-code-padding); letter-spacing: var(--jp-cell-prompt-letter-spacing); line-height: var(--jp-code-line-height); font-size: var(--jp-code-font-size); border: var(--jp-border-width) solid transparent; opacity: var(--jp-cell-prompt-opacity); text-align: right; white-space: nowrap; overflow: hidden; text-overflow: ellipsis; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; }
:where(.kd-nb-2025) .jp-OutputArea-prompt { display: table-cell; vertical-align: top; }
:where(.kd-nb-2025) .jp-OutputArea-output { display: table-cell; width: 100%; height: auto; overflow: auto; user-select: text; -moz-user-select: text; -webkit-user-select: text; -ms-user-select: text; }
:where(.kd-nb-2025) .jp-OutputArea .jp-RenderedText { padding-left: 1ch; }
:where(.kd-nb-2025) .jp-OutputArea-output pre { border: none; margin: 0; padding: 0; overflow-x: auto; overflow-y: auto; word-break: break-all; word-wrap: break-word; white-space: pre-wrap; }
:where(.kd-nb-2025) .jp-OutputArea-output.jp-RenderedHTMLCommon table { margin-left: 0; margin-right: 0; }
:where(.kd-nb-2025) .jp-OutputArea .jp-OutputArea .jp-OutputArea-prompt { display: none; }
:where(.kd-nb-2025) .jp-OutputArea-prompt:empty { padding: 0; border: 0; }
:where(.kd-nb-2025) .jp-OutputArea-output.jp-OutputArea-executeResult { margin-left: 0; width: 100%; }
:where(.kd-nb-2025) .jp-OutputArea-executeResult .jp-RenderedText.jp-OutputArea-output { padding-top: var(--jp-code-padding); border-top: var(--jp-border-width) solid transparent; }
@media print {
  :where(.kd-nb-2025) .jp-OutputArea-child { break-inside: avoid-page; }
}
@media only screen and (max-width: 760px) {
  :where(.kd-nb-2025) .jp-OutputPrompt { display: table-row; text-align: left; }
  :where(.kd-nb-2025) .jp-OutputArea-child .jp-OutputArea-output { display: table-row; margin-left: var(--jp-notebook-padding); }
}
:where(.kd-nb-2025) { --jp-private-toc-active-width: 4px; }
:where(.kd-nb-2025) .jp-Collapser { flex: 0 0 var(--jp-cell-collapser-width); padding: 0; margin: 0; border: none; outline: none; background: transparent; border-radius: var(--jp-border-radius); opacity: 1; }
@media print {
  :where(.kd-nb-2025) .jp-Collapser { display: none; }
}
:where(.kd-nb-2025) .jp-InputArea { display: table; table-layout: fixed; width: 100%; overflow: hidden; }
:where(.kd-nb-2025) .jp-InputArea-editor { display: table-cell; overflow: hidden; vertical-align: top; border: var(--jp-border-width) solid var(--jp-cell-editor-border-color); border-radius: 0; background: var(--jp-cell-editor-background); }
:where(.kd-nb-2025) .jp-InputPrompt { display: table-cell; vertical-align: top; width: var(--jp-cell-prompt-width); color: var(--jp-cell-inprompt-font-color); font-family: var(--jp-cell-prompt-font-family); padding: var(--jp-code-padding); letter-spacing: var(--jp-cell-prompt-letter-spacing); opacity: var(--jp-cell-prompt-opacity); line-height: var(--jp-code-line-height); font-size: var(--jp-code-font-size); border: var(--jp-border-width) solid transparent; text-align: right; white-space: nowrap; overflow: hidden; text-overflow: ellipsis; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; }
@media only screen and (max-width: 760px) {
  :where(.kd-nb-2025) .jp-InputArea-editor { display: table-row; margin-left: var(--jp-notebook-padding); }
  :where(.kd-nb-2025) .jp-InputPrompt { display: table-row; text-align: left; }
}
:where(.kd-nb-2025) { --jp-private-cell-scrolling-output-offset: 5px; }
:where(.kd-nb-2025) .jp-Cell { padding: var(--jp-cell-padding); margin: 0; border: none; outline: none; background: transparent; }
:where(.kd-nb-2025) .jp-Cell-inputWrapper, :where(.kd-nb-2025) .jp-Cell-outputWrapper { display: flex; flex-direction: row; padding: 0; margin: 0; overflow: visible; }
:where(.kd-nb-2025) .jp-Cell-inputArea, :where(.kd-nb-2025) .jp-Cell-outputArea { flex: 1 1 auto; }
:where(.kd-nb-2025) .jp-Cell.jp-mod-noOutputs .jp-Cell-outputCollapser { border: none !important; background: transparent !important; }
:where(.kd-nb-2025) .jp-Cell:not(.jp-mod-noOutputs) .jp-Cell-outputCollapser { min-height: var(--jp-cell-collapser-min-height); }
:where(.kd-nb-2025) .jp-Cell:not(.jp-mod-noOutputs) .jp-Cell-outputWrapper { margin-top: 5px; }
:where(.kd-nb-2025) .jp-MarkdownOutput { display: table-cell; width: 100%; margin-top: 0; margin-bottom: 0; padding-left: var(--jp-code-padding); }
:where(.kd-nb-2025) .jp-MarkdownOutput.jp-RenderedHTMLCommon { overflow: auto; }
:where(.kd-nb-2025) .jp-MarkdownCell .jp-InputPrompt { font-size: var(--jp-content-font-size1); }
@media print {
  :where(.kd-nb-2025) .jp-Cell-inputWrapper, :where(.kd-nb-2025) .jp-Cell-outputWrapper { display: block; }
}
:where(.kd-nb-2025) { --jp-notebook-toolbar-padding: 2px 5px 2px 2px; }
:where(.kd-nb-2025) { --jp-side-by-side-output-size: 1fr; --jp-side-by-side-resized-cell: var(--jp-side-by-side-output-size); --jp-private-notebook-dragImage-width: 304px; --jp-private-notebook-dragImage-height: 36px; --jp-private-notebook-selected-color: var(--md-blue-400); --jp-private-notebook-active-color: var(--md-green-400); }
:where(.kd-nb-2025) .jp-Notebook { padding: var(--jp-notebook-padding); outline: none; overflow: auto; background: var(--jp-layout-color0); }
:where(.kd-nb-2025) .jp-Notebook .jp-Cell { overflow: visible; }
:where(.kd-nb-2025) .jp-Notebook .jp-Cell .jp-InputPrompt { cursor: move; }
:where(.kd-nb-2025) .jp-Notebook .jp-Cell:not(.jp-mod-active) .jp-InputPrompt { opacity: var(--jp-cell-prompt-not-active-opacity); color: var(--jp-cell-prompt-not-active-font-color); }
:where(.kd-nb-2025) .jp-Notebook .jp-Cell:not(.jp-mod-active) .jp-OutputPrompt { opacity: var(--jp-cell-prompt-not-active-opacity); color: var(--jp-cell-prompt-not-active-font-color); }
:where(.kd-nb-2025) .jp-Notebook .jp-Cell .jp-Collapser:hover { box-shadow: var(--jp-elevation-z2); background: var(--jp-brand-color1); opacity: var(--jp-cell-collapser-not-active-hover-opacity); }
:where(.kd-nb-2025) { --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); --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; --jp-ui-font-scale-factor: 1.2; --jp-ui-font-size0: 0.83333em; --jp-ui-font-size1: 13px; --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'; --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); --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); --jp-content-line-height: 1.6; --jp-content-font-scale-factor: 1.2; --jp-content-font-size0: 0.83333em; --jp-content-font-size1: 14px; --jp-content-font-size2: 1.2em; --jp-content-font-size3: 1.44em; --jp-content-font-size4: 1.728em; --jp-content-font-size5: 2.0736em; --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; --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'; --jp-code-font-size: 13px; --jp-code-line-height: 1.3077; --jp-code-padding: 5px; --jp-code-font-family-default: menlo, consolas, 'DejaVu Sans Mono', monospace; --jp-code-font-family: var(--jp-code-font-family-default); --jp-code-presentation-font-size: 16px; --jp-code-cursor-width0: 1.4px; --jp-code-cursor-width1: 2px; --jp-code-cursor-width2: 4px; --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); --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); --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); --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); --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); --jp-cell-inprompt-font-color: #307fc1; --jp-cell-outprompt-font-color: #bf5b3d; --jp-notebook-padding: 10px; --jp-notebook-select-background: var(--jp-layout-color1); --jp-notebook-multiselected-color: var(--md-blue-50); --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 ); --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); --jp-dialog-background: rgba(0, 0, 0, 0.25); --jp-console-padding: 10px; --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); --jp-statusbar-height: 24px; --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); --jp-editor-selected-background: #d9d9d9; --jp-editor-selected-focused-background: #d7d4f0; --jp-editor-cursor-color: var(--jp-ui-font-color0); --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; --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; --jp-vega-background: white; --jp-sidebar-min-width: 250px; --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); --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); --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); --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); }
:where(.kd-nb-2025) * { -webkit-print-color-adjust: exact; }
:where(.kd-nb-2025) a.anchor-link { display: none; }
:where(.kd-nb-2025) .jp-InputArea { overflow: hidden; }
:where(.kd-nb-2025) .jp-InputArea-editor { overflow: hidden; }
:where(.kd-nb-2025) .cm-editor.cm-s-jupyter .highlight pre { padding: var(--jp-code-padding) 4px; margin: 0; font-family: inherit; font-size: inherit; line-height: inherit; color: inherit; }
:where(.kd-nb-2025) .jp-OutputArea-output pre { line-height: inherit; font-family: inherit; }
:where(.kd-nb-2025) .jp-RenderedText pre { color: var(--jp-content-font-color1); font-size: var(--jp-code-font-size); }
:where(.kd-nb-2025) .jp-Collapser { display: none; }
@page {
    margin: 0.5in; 
}
:where(.kd-nb-2025) .dataframe tbody tr th:only-of-type { vertical-align: middle; }
:where(.kd-nb-2025) .dataframe tbody tr th { vertical-align: top; }
:where(.kd-nb-2025) .dataframe thead th { text-align: right; }
:where(.kd-nb-2025) *[data-root-id], :where(.kd-nb-2025) *[data-root-id] > * { box-sizing: border-box; font-family: var(--jp-ui-font-family); font-size: var(--jp-ui-font-size1); color: var(--vscode-editor-foreground, var(--jp-ui-font-color1)); }