diff --git a/.github/workflows/build-sldes.yaml b/.github/workflows/build-sldes.yaml index 3efce87..ea589e8 100644 --- a/.github/workflows/build-sldes.yaml +++ b/.github/workflows/build-sldes.yaml @@ -19,12 +19,11 @@ jobs: - name: Run Marp to generate HTML slides run: | - cd talk docker run --rm --init \ -v ${{ github.workspace }}:/home/marp/app \ -e LANG=${{ secrets.LANG }} \ -p 8080:8080 -p 37717:37717 \ - marpteam/marp-cli:v3.2.0 --theme ngi-theme.css slides.md --html . + marpteam/marp-cli:v3.2.0 --theme talk/ngi-theme.css talk/slides.md --html . - name: Commit and Push HTML slides to gh-pages run: | diff --git a/talk/slides.html b/talk/slides.html index b293090..a412472 100755 --- a/talk/slides.html +++ b/talk/slides.html @@ -12,17 +12,49 @@ /* content:""; */display:table}div#\:\$p>svg>foreignObject>section:after{clear:both}div#\:\$p>svg>foreignObject>section>:first-child{margin-top:0!important}div#\:\$p>svg>foreignObject>section>:last-child{margin-bottom:0!important}div#\:\$p>svg>foreignObject>section a:not([href]){color:inherit;text-decoration:none}div#\:\$p>svg>foreignObject>section .absent{color:var(--color-danger-fg)}div#\:\$p>svg>foreignObject>section .anchor{float:left;line-height:1;margin-left:-20px;padding-right:4px}div#\:\$p>svg>foreignObject>section .anchor:focus{outline:none}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre),div#\:\$p>svg>foreignObject>section blockquote,div#\:\$p>svg>foreignObject>section details,div#\:\$p>svg>foreignObject>section dl,div#\:\$p>svg>foreignObject>section ol,div#\:\$p>svg>foreignObject>section p,div#\:\$p>svg>foreignObject>section table,div#\:\$p>svg>foreignObject>section ul{margin-bottom:16px;margin-top:0}div#\:\$p>svg>foreignObject>section blockquote>:first-child{margin-top:0}div#\:\$p>svg>foreignObject>section blockquote>:last-child{margin-bottom:0}div#\:\$p>svg>foreignObject>section :is(h1,marp-h1) .octicon-link,div#\:\$p>svg>foreignObject>section :is(h2,marp-h2) .octicon-link,div#\:\$p>svg>foreignObject>section :is(h3,marp-h3) .octicon-link,div#\:\$p>svg>foreignObject>section :is(h4,marp-h4) .octicon-link,div#\:\$p>svg>foreignObject>section :is(h5,marp-h5) .octicon-link,div#\:\$p>svg>foreignObject>section :is(h6,marp-h6) .octicon-link{color:var(--color-fg-default);vertical-align:middle;visibility:hidden}div#\:\$p>svg>foreignObject>section :is(h1,marp-h1):hover .anchor,div#\:\$p>svg>foreignObject>section :is(h2,marp-h2):hover .anchor,div#\:\$p>svg>foreignObject>section :is(h3,marp-h3):hover .anchor,div#\:\$p>svg>foreignObject>section :is(h4,marp-h4):hover .anchor,div#\:\$p>svg>foreignObject>section :is(h5,marp-h5):hover .anchor,div#\:\$p>svg>foreignObject>section :is(h6,marp-h6):hover .anchor{text-decoration:none}div#\:\$p>svg>foreignObject>section :is(h1,marp-h1):hover .anchor .octicon-link,div#\:\$p>svg>foreignObject>section :is(h2,marp-h2):hover .anchor .octicon-link,div#\:\$p>svg>foreignObject>section :is(h3,marp-h3):hover .anchor .octicon-link,div#\:\$p>svg>foreignObject>section :is(h4,marp-h4):hover .anchor .octicon-link,div#\:\$p>svg>foreignObject>section :is(h5,marp-h5):hover .anchor .octicon-link,div#\:\$p>svg>foreignObject>section :is(h6,marp-h6):hover .anchor .octicon-link{visibility:visible}div#\:\$p>svg>foreignObject>section :is(h1,marp-h1) code,div#\:\$p>svg>foreignObject>section :is(h1,marp-h1) tt,div#\:\$p>svg>foreignObject>section :is(h2,marp-h2) code,div#\:\$p>svg>foreignObject>section :is(h2,marp-h2) tt,div#\:\$p>svg>foreignObject>section :is(h3,marp-h3) code,div#\:\$p>svg>foreignObject>section :is(h3,marp-h3) tt,div#\:\$p>svg>foreignObject>section :is(h4,marp-h4) code,div#\:\$p>svg>foreignObject>section :is(h4,marp-h4) tt,div#\:\$p>svg>foreignObject>section :is(h5,marp-h5) code,div#\:\$p>svg>foreignObject>section :is(h5,marp-h5) tt,div#\:\$p>svg>foreignObject>section :is(h6,marp-h6) code,div#\:\$p>svg>foreignObject>section :is(h6,marp-h6) tt{font-size:inherit;padding:0 .2em}div#\:\$p>svg>foreignObject>section summary :is(h1,marp-h1),div#\:\$p>svg>foreignObject>section summary :is(h2,marp-h2),div#\:\$p>svg>foreignObject>section summary :is(h3,marp-h3),div#\:\$p>svg>foreignObject>section summary :is(h4,marp-h4),div#\:\$p>svg>foreignObject>section summary :is(h5,marp-h5),div#\:\$p>svg>foreignObject>section summary :is(h6,marp-h6){display:inline-block}div#\:\$p>svg>foreignObject>section summary :is(h1,marp-h1) .anchor,div#\:\$p>svg>foreignObject>section summary :is(h2,marp-h2) .anchor,div#\:\$p>svg>foreignObject>section summary :is(h3,marp-h3) .anchor,div#\:\$p>svg>foreignObject>section summary :is(h4,marp-h4) .anchor,div#\:\$p>svg>foreignObject>section summary :is(h5,marp-h5) .anchor,div#\:\$p>svg>foreignObject>section summary :is(h6,marp-h6) .anchor{margin-left:-40px}div#\:\$p>svg>foreignObject>section summary :is(h1,marp-h1),div#\:\$p>svg>foreignObject>section summary :is(h2,marp-h2){border-bottom:0;padding-bottom:0}div#\:\$p>svg>foreignObject>section ol.no-list,div#\:\$p>svg>foreignObject>section ul.no-list{list-style-type:none;padding:0}div#\:\$p>svg>foreignObject>section ol[type=a]{list-style-type:lower-alpha}div#\:\$p>svg>foreignObject>section ol[type=A]{list-style-type:upper-alpha}div#\:\$p>svg>foreignObject>section ol[type=i]{list-style-type:lower-roman}div#\:\$p>svg>foreignObject>section ol[type=I]{list-style-type:upper-roman}div#\:\$p>svg>foreignObject>section div>ol:not([type]),div#\:\$p>svg>foreignObject>section ol[type="1"]{list-style-type:decimal}div#\:\$p>svg>foreignObject>section ol ol,div#\:\$p>svg>foreignObject>section ol ul,div#\:\$p>svg>foreignObject>section ul ol,div#\:\$p>svg>foreignObject>section ul ul{margin-bottom:0;margin-top:0}div#\:\$p>svg>foreignObject>section li>p{margin-top:16px}div#\:\$p>svg>foreignObject>section li+li{margin-top:.25em}div#\:\$p>svg>foreignObject>section dl{padding:0}div#\:\$p>svg>foreignObject>section dl dt{font-size:1em;font-style:italic;font-weight:var(--base-text-weight-semibold,600);margin-top:16px;padding:0}div#\:\$p>svg>foreignObject>section dl dd{margin-bottom:16px;padding:0 16px}div#\:\$p>svg>foreignObject>section table th{font-weight:var(--base-text-weight-semibold,600)}div#\:\$p>svg>foreignObject>section table td,div#\:\$p>svg>foreignObject>section table th{border:1px solid var(--color-border-default);padding:6px 13px}div#\:\$p>svg>foreignObject>section table tr{background-color:var(--color-canvas-default);border-top:1px solid var(--color-border-muted)}div#\:\$p>svg>foreignObject>section table tr:nth-child(2n){background-color:var(--color-canvas-subtle)}div#\:\$p>svg>foreignObject>section table img{background-color:transparent}div#\:\$p>svg>foreignObject>section img[align=right]{padding-left:20px}div#\:\$p>svg>foreignObject>section img[align=left]{padding-right:20px}div#\:\$p>svg>foreignObject>section .emoji{background-color:transparent;max-width:none;vertical-align:text-top}div#\:\$p>svg>foreignObject>section :is(span,marp-span).frame,div#\:\$p>svg>foreignObject>section :is(span,marp-span).frame>:is(span,marp-span){display:block;overflow:hidden}div#\:\$p>svg>foreignObject>section :is(span,marp-span).frame>:is(span,marp-span){border:1px solid var(--color-border-default);float:left;margin:13px 0 0;padding:7px;width:auto}div#\:\$p>svg>foreignObject>section :is(span,marp-span).frame :is(span,marp-span) img{display:block;float:left}div#\:\$p>svg>foreignObject>section :is(span,marp-span).frame :is(span,marp-span) :is(span,marp-span){clear:both;color:var(--color-fg-default);display:block;padding:5px 0 0}div#\:\$p>svg>foreignObject>section :is(span,marp-span).align-center{clear:both;display:block;overflow:hidden}div#\:\$p>svg>foreignObject>section :is(span,marp-span).align-center>:is(span,marp-span){display:block;margin:13px auto 0;overflow:hidden;text-align:center}div#\:\$p>svg>foreignObject>section :is(span,marp-span).align-center :is(span,marp-span) img{margin:0 auto;text-align:center}div#\:\$p>svg>foreignObject>section :is(span,marp-span).align-right{clear:both;display:block;overflow:hidden}div#\:\$p>svg>foreignObject>section :is(span,marp-span).align-right>:is(span,marp-span){display:block;margin:13px 0 0;overflow:hidden;text-align:right}div#\:\$p>svg>foreignObject>section :is(span,marp-span).align-right :is(span,marp-span) img{margin:0;text-align:right}div#\:\$p>svg>foreignObject>section :is(span,marp-span).float-left{display:block;float:left;margin-right:13px;overflow:hidden}div#\:\$p>svg>foreignObject>section :is(span,marp-span).float-left :is(span,marp-span){margin:13px 0 0}div#\:\$p>svg>foreignObject>section :is(span,marp-span).float-right{display:block;float:right;margin-left:13px;overflow:hidden}div#\:\$p>svg>foreignObject>section :is(span,marp-span).float-right>:is(span,marp-span){display:block;margin:13px auto 0;overflow:hidden;text-align:right}div#\:\$p>svg>foreignObject>section code,div#\:\$p>svg>foreignObject>section tt{background-color:var(--color-neutral-muted);border-radius:6px;font-size:85%;margin:0;padding:.2em .4em;white-space:break-spaces}div#\:\$p>svg>foreignObject>section code br,div#\:\$p>svg>foreignObject>section tt br{display:none}div#\:\$p>svg>foreignObject>section del code{text-decoration:inherit}div#\:\$p>svg>foreignObject>section samp{font-size:85%}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) code{font-size:100%}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre)>code{background:transparent;border:0;margin:0;padding:0;white-space:pre;word-break:normal}div#\:\$p>svg>foreignObject>section .highlight{margin-bottom:16px}div#\:\$p>svg>foreignObject>section .highlight :is(pre,marp-pre){margin-bottom:0;word-break:normal}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre){background-color:var(--color-canvas-subtle);border-radius:6px;font-size:85%;line-height:1.45;overflow:auto;padding:16px}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) code,div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) tt{word-wrap:normal;background-color:transparent;border:0;display:inline;line-height:inherit;margin:0;max-width:auto;overflow:visible;padding:0}div#\:\$p>svg>foreignObject>section .csv-data td,div#\:\$p>svg>foreignObject>section .csv-data th{font-size:12px;line-height:1;overflow:hidden;padding:5px;text-align:left;white-space:nowrap}div#\:\$p>svg>foreignObject>section .csv-data .blob-num{background:var(--color-canvas-default);border:0;padding:10px 8px 9px;text-align:right}div#\:\$p>svg>foreignObject>section .csv-data tr{border-top:0}div#\:\$p>svg>foreignObject>section .csv-data th{background:var(--color-canvas-subtle);border-top:0;font-weight:var(--base-text-weight-semibold,600)}div#\:\$p>svg>foreignObject>section [data-footnote-ref]:before{content:"["}div#\:\$p>svg>foreignObject>section [data-footnote-ref]:after{content:"]"}div#\:\$p>svg>foreignObject>section .footnotes{border-top:1px solid var(--color-border-default);color:var(--color-fg-muted);font-size:12px}div#\:\$p>svg>foreignObject>section div#\:\$p>svg>foreignObject>section section.footnotes{--marpit-root-font-size:12px}div#\:\$p>svg>foreignObject>section .footnotes ol{padding-left:16px}div#\:\$p>svg>foreignObject>section .footnotes ol ul{display:inline-block;margin-top:16px;padding-left:16px}div#\:\$p>svg>foreignObject>section .footnotes li{position:relative}div#\:\$p>svg>foreignObject>section .footnotes li:target:before{border:2px solid var(--color-accent-emphasis);border-radius:6px;bottom:-8px;content:"";left:-24px;pointer-events:none;position:absolute;right:-8px;top:-8px}div#\:\$p>svg>foreignObject>section .footnotes li:target{color:var(--color-fg-default)}div#\:\$p>svg>foreignObject>section .footnotes .data-footnote-backref g-emoji{font-family:monospace}div#\:\$p>svg>foreignObject>section .pl-c{color:var(--color-prettylights-syntax-comment)}div#\:\$p>svg>foreignObject>section .pl-c1,div#\:\$p>svg>foreignObject>section .pl-s .pl-v{color:var(--color-prettylights-syntax-constant)}div#\:\$p>svg>foreignObject>section .pl-e,div#\:\$p>svg>foreignObject>section .pl-en{color:var(--color-prettylights-syntax-entity)}div#\:\$p>svg>foreignObject>section .pl-s .pl-s1,div#\:\$p>svg>foreignObject>section .pl-smi{color:var(--color-prettylights-syntax-storage-modifier-import)}div#\:\$p>svg>foreignObject>section .pl-ent{color:var(--color-prettylights-syntax-entity-tag)}div#\:\$p>svg>foreignObject>section .pl-k{color:var(--color-prettylights-syntax-keyword)}div#\:\$p>svg>foreignObject>section .pl-pds,div#\:\$p>svg>foreignObject>section .pl-s,div#\:\$p>svg>foreignObject>section .pl-s .pl-pse .pl-s1,div#\:\$p>svg>foreignObject>section .pl-sr,div#\:\$p>svg>foreignObject>section .pl-sr .pl-cce,div#\:\$p>svg>foreignObject>section .pl-sr .pl-sra,div#\:\$p>svg>foreignObject>section .pl-sr .pl-sre{color:var(--color-prettylights-syntax-string)}div#\:\$p>svg>foreignObject>section .pl-smw,div#\:\$p>svg>foreignObject>section .pl-v{color:var(--color-prettylights-syntax-variable)}div#\:\$p>svg>foreignObject>section .pl-bu{color:var(--color-prettylights-syntax-brackethighlighter-unmatched)}div#\:\$p>svg>foreignObject>section .pl-ii{background-color:var(--color-prettylights-syntax-invalid-illegal-bg);color:var(--color-prettylights-syntax-invalid-illegal-text)}div#\:\$p>svg>foreignObject>section .pl-c2{background-color:var(--color-prettylights-syntax-carriage-return-bg);color:var(--color-prettylights-syntax-carriage-return-text)}div#\:\$p>svg>foreignObject>section .pl-sr .pl-cce{color:var(--color-prettylights-syntax-string-regexp);font-weight:700}div#\:\$p>svg>foreignObject>section .pl-ml{color:var(--color-prettylights-syntax-markup-list)}div#\:\$p>svg>foreignObject>section .pl-mh,div#\:\$p>svg>foreignObject>section .pl-mh .pl-en,div#\:\$p>svg>foreignObject>section .pl-ms{color:var(--color-prettylights-syntax-markup-heading);font-weight:700}div#\:\$p>svg>foreignObject>section .pl-mi{color:var(--color-prettylights-syntax-markup-italic);font-style:italic}div#\:\$p>svg>foreignObject>section .pl-mb{color:var(--color-prettylights-syntax-markup-bold);font-weight:700}div#\:\$p>svg>foreignObject>section .pl-md{background-color:var(--color-prettylights-syntax-markup-deleted-bg);color:var(--color-prettylights-syntax-markup-deleted-text)}div#\:\$p>svg>foreignObject>section .pl-mi1{background-color:var(--color-prettylights-syntax-markup-inserted-bg);color:var(--color-prettylights-syntax-markup-inserted-text)}div#\:\$p>svg>foreignObject>section .pl-mc{background-color:var(--color-prettylights-syntax-markup-changed-bg);color:var(--color-prettylights-syntax-markup-changed-text)}div#\:\$p>svg>foreignObject>section .pl-mi2{background-color:var(--color-prettylights-syntax-markup-ignored-bg);color:var(--color-prettylights-syntax-markup-ignored-text)}div#\:\$p>svg>foreignObject>section .pl-mdr{color:var(--color-prettylights-syntax-meta-diff-range);font-weight:700}div#\:\$p>svg>foreignObject>section .pl-ba{color:var(--color-prettylights-syntax-brackethighlighter-angle)}div#\:\$p>svg>foreignObject>section .pl-sg{color:var(--color-prettylights-syntax-sublimelinter-gutter-mark)}div#\:\$p>svg>foreignObject>section .pl-corl{color:var(--color-prettylights-syntax-constant-other-reference-link);text-decoration:underline}div#\:\$p>svg>foreignObject>section g-emoji{display:inline-block;font-family:Apple Color Emoji,Segoe UI Emoji,Segoe UI Symbol;font-size:1em;font-style:normal!important;font-weight:var(--base-text-weight-normal,400);line-height:1;min-width:1ch;vertical-align:-.075em}div#\:\$p>svg>foreignObject>section g-emoji img{height:1em;width:1em}div#\:\$p>svg>foreignObject>section .task-list-item{list-style-type:none}div#\:\$p>svg>foreignObject>section .task-list-item label{font-weight:var(--base-text-weight-normal,400)}div#\:\$p>svg>foreignObject>section .task-list-item.enabled label{cursor:pointer}div#\:\$p>svg>foreignObject>section .task-list-item+.task-list-item{margin-top:4px}div#\:\$p>svg>foreignObject>section .task-list-item .handle{display:none}div#\:\$p>svg>foreignObject>section .task-list-item-checkbox{margin:0 .2em .25em -1.4em;vertical-align:middle}div#\:\$p>svg>foreignObject>section .contains-task-list:dir(rtl) .task-list-item-checkbox{margin:0 -1.6em .25em .2em}div#\:\$p>svg>foreignObject>section .contains-task-list{position:relative}div#\:\$p>svg>foreignObject>section .contains-task-list:focus-within .task-list-item-convert-container,div#\:\$p>svg>foreignObject>section .contains-task-list:hover .task-list-item-convert-container{clip:auto;display:block;height:24px;overflow:visible;width:auto}div#\:\$p>svg>foreignObject>section ::-webkit-calendar-picker-indicator{filter:invert(50%)}div#\:\$p>svg>foreignObject>section :is(h1,marp-h1){color:var(--h1-color);font-size:1.6em}div#\:\$p>svg>foreignObject>section :is(h1,marp-h1),div#\:\$p>svg>foreignObject>section :is(h2,marp-h2){border-bottom:none}div#\:\$p>svg>foreignObject>section :is(h2,marp-h2){font-size:1.3em}div#\:\$p>svg>foreignObject>section :is(h3,marp-h3){font-size:1.1em}div#\:\$p>svg>foreignObject>section :is(h4,marp-h4){font-size:1.05em}div#\:\$p>svg>foreignObject>section :is(h5,marp-h5){font-size:1em}div#\:\$p>svg>foreignObject>section :is(h6,marp-h6){font-size:.9em}div#\:\$p>svg>foreignObject>section :is(h1,marp-h1) strong,div#\:\$p>svg>foreignObject>section :is(h2,marp-h2) strong,div#\:\$p>svg>foreignObject>section :is(h3,marp-h3) strong,div#\:\$p>svg>foreignObject>section :is(h4,marp-h4) strong,div#\:\$p>svg>foreignObject>section :is(h5,marp-h5) strong,div#\:\$p>svg>foreignObject>section :is(h6,marp-h6) strong{color:var(--heading-strong-color);font-weight:inherit}div#\:\$p>svg>foreignObject>section :is(h1,marp-h1)::part(auto-scaling),div#\:\$p>svg>foreignObject>section :is(h2,marp-h2)::part(auto-scaling),div#\:\$p>svg>foreignObject>section :is(h3,marp-h3)::part(auto-scaling),div#\:\$p>svg>foreignObject>section :is(h4,marp-h4)::part(auto-scaling),div#\:\$p>svg>foreignObject>section :is(h5,marp-h5)::part(auto-scaling),div#\:\$p>svg>foreignObject>section :is(h6,marp-h6)::part(auto-scaling){max-height:563px}div#\:\$p>svg>foreignObject>section hr{height:0;padding-top:.25em}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre){border:1px solid var(--color-border-default);line-height:1.15;overflow:visible}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre)::part(auto-scaling){max-height:529px}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs){color:var(--color-prettylights-syntax-storage-modifier-import)}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-doctag),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-keyword),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-meta .hljs-keyword),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-template-tag),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-template-variable),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-type),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-variable.language_){color:var(--color-prettylights-syntax-keyword)}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-title),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-title.class_),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-title.class_.inherited__),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-title.function_){color:var(--color-prettylights-syntax-entity)}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-attr),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-attribute),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-literal),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-meta),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-number),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-operator),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-selector-attr),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-selector-class),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-selector-id),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-variable){color:var(--color-prettylights-syntax-constant)}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-meta .hljs-string),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-regexp),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-string){color:var(--color-prettylights-syntax-string)}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-built_in),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-symbol){color:var(--color-prettylights-syntax-variable)}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-code),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-comment),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-formula){color:var(--color-prettylights-syntax-comment)}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-name),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-quote),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-selector-pseudo),div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-selector-tag){color:var(--color-prettylights-syntax-entity-tag)}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-subst){color:var(--color-prettylights-syntax-storage-modifier-import)}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-section){color:var(--color-prettylights-syntax-markup-heading);font-weight:700}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-bullet){color:var(--color-prettylights-syntax-markup-list)}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-emphasis){color:var(--color-prettylights-syntax-markup-italic);font-style:italic}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-strong){color:var(--color-prettylights-syntax-markup-bold);font-weight:700}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-addition){background-color:var(--color-prettylights-syntax-markup-inserted-bg);color:var(--color-prettylights-syntax-markup-inserted-text)}div#\:\$p>svg>foreignObject>section :is(pre,marp-pre) :where(.hljs-deletion){background-color:var(--color-prettylights-syntax-markup-deleted-bg);color:var(--color-prettylights-syntax-markup-deleted-text)}div#\:\$p>svg>foreignObject>section footer,div#\:\$p>svg>foreignObject>section header{color:var(--header-footer-color);font-size:18px;left:30px;margin:0;position:absolute}div#\:\$p>svg>foreignObject>section header{top:21px}div#\:\$p>svg>foreignObject>section footer{bottom:21px}div#\:\$p>svg>foreignObject>section{--h1-color:#246;--header-footer-color:hsla(0,0%,40%,.75);--heading-strong-color:#48c;--paginate-color:#777;align-items:stretch;display:flex;flex-flow:column nowrap;font-size:29px;height:720px;justify-content:center;padding:78.5px;width:1280px}div#\:\$p>svg>foreignObject>section{--marpit-root-font-size:29px}div#\:\$p>svg>foreignObject>section:where(.invert){--h1-color:#cee7ff;--header-footer-color:hsla(0,0%,60%,.75);--heading-strong-color:#7bf;--paginate-color:#999}div#\:\$p>svg>foreignObject>section>:last-child,div#\:\$p>svg>foreignObject>section[data-footer]>:nth-last-child(2){margin-bottom:0}div#\:\$p>svg>foreignObject>section>:first-child,div#\:\$p>svg>foreignObject>section>header:first-child+*{margin-top:0}div#\:\$p>svg>foreignObject>section:after{bottom:21px;color:var(--paginate-color);font-size:24px;padding:0;position:absolute;right:30px}div#\:\$p>svg>foreignObject>section:after{--marpit-root-font-size:24px}div#\:\$p>svg>foreignObject>section[data-color] :is(h1,marp-h1),div#\:\$p>svg>foreignObject>section[data-color] :is(h2,marp-h2),div#\:\$p>svg>foreignObject>section[data-color] :is(h3,marp-h3),div#\:\$p>svg>foreignObject>section[data-color] :is(h4,marp-h4),div#\:\$p>svg>foreignObject>section[data-color] :is(h5,marp-h5),div#\:\$p>svg>foreignObject>section[data-color] :is(h6,marp-h6){color:currentcolor}div#\:\$p>svg>foreignObject>section mjx-container[jax=SVG]{direction:ltr}div#\:\$p>svg>foreignObject>section mjx-container[jax=SVG]>svg{overflow:visible;min-height:1px;min-width:1px}div#\:\$p>svg>foreignObject>section mjx-container[jax=SVG]>svg a{fill:blue;stroke:blue}div#\:\$p>svg>foreignObject>section mjx-container[jax=SVG][display=true]{display:block;text-align:center;margin:1em 0}div#\:\$p>svg>foreignObject>section mjx-container[jax=SVG][display=true][width=full]{display:flex}div#\:\$p>svg>foreignObject>section mjx-container[jax=SVG][justify=left]{text-align:left}div#\:\$p>svg>foreignObject>section mjx-container[jax=SVG][justify=right]{text-align:right}div#\:\$p>svg>foreignObject>section g[data-mml-node=merror]>g{fill:red;stroke:red}div#\:\$p>svg>foreignObject>section g[data-mml-node=merror]>rect[data-background]{fill:yellow;stroke:none}div#\:\$p>svg>foreignObject>section g[data-mml-node=mtable]>line[data-line],div#\:\$p>svg>foreignObject>section svg[data-table]>g>line[data-line]{stroke-width:70px;fill:none}div#\:\$p>svg>foreignObject>section g[data-mml-node=mtable]>rect[data-frame],div#\:\$p>svg>foreignObject>section svg[data-table]>g>rect[data-frame]{stroke-width:70px;fill:none}div#\:\$p>svg>foreignObject>section g[data-mml-node=mtable]>.mjx-dashed,div#\:\$p>svg>foreignObject>section svg[data-table]>g>.mjx-dashed{stroke-dasharray:140}div#\:\$p>svg>foreignObject>section g[data-mml-node=mtable]>.mjx-dotted,div#\:\$p>svg>foreignObject>section svg[data-table]>g>.mjx-dotted{stroke-linecap:round;stroke-dasharray:0,140}div#\:\$p>svg>foreignObject>section g[data-mml-node=mtable]>g>svg{overflow:visible}div#\:\$p>svg>foreignObject>section [jax=SVG] mjx-tool{display:inline-block;position:relative;width:0;height:0}div#\:\$p>svg>foreignObject>section [jax=SVG] mjx-tool>mjx-tip{position:absolute;top:0;left:0}div#\:\$p>svg>foreignObject>section mjx-tool>mjx-tip{display:inline-block;padding:.2em;border:1px solid #888;font-size:70%;background-color:#F8F8F8;color:black;box-shadow:2px 2px 5px #AAAAAA}div#\:\$p>svg>foreignObject>section g[data-mml-node=maction][data-toggle]{cursor:pointer}div#\:\$p>svg>foreignObject>section mjx-status{display:block;position:fixed;left:1em;bottom:1em;min-width:25%;padding:.2em .4em;border:1px solid #888;font-size:90%;background-color:#F8F8F8;color:black}div#\:\$p>svg>foreignObject>section foreignObject[data-mjx-xml]{font-family:initial;line-height:normal;overflow:visible}div#\:\$p>svg>foreignObject>section mjx-container[jax=SVG] path[data-c],div#\:\$p>svg>foreignObject>section mjx-container[jax=SVG] use[data-c]{stroke-width:3}@media print{div#\:\$p>svg>foreignObject>section mjx-container[jax=SVG] path[data-c],div#\:\$p>svg>foreignObject>section mjx-container[jax=SVG] use[data-c]{stroke-width:0}}div#\:\$p>svg>foreignObject>section img[data-marp-twemoji]{background:transparent;height:1em;margin:0 .05em 0 .1em;vertical-align:-.1em;width:1em} /* ngi-theme.css*/ /* @theme ngi-theme */div#\:\$p>svg>foreignObject>section{ - /* Override default background */background-color:#F5F5F5;color:black;font-family:'Times New Roman' - /*justify-content: flex-start;*/}div#\:\$p>svg>foreignObject>section :is(h1,marp-h1){color:#B22222}div#\:\$p>svg>foreignObject>section slide{font-family:'Times New Roman',serif!important}div#\:\$p>svg>foreignObject>section:after{content:attr(data-marpit-pagination) ' / ' attr(data-marpit-pagination-total)}div#\:\$p>svg>foreignObject>section td,div#\:\$p>svg>foreignObject>section th{border:none!important} + /* Override default background */background-color:#F5F5F5;color:black;font-family:'Times New Roman' + /*justify-content: flex-start;*/}div#\:\$p>svg>foreignObject>section :is(h1,marp-h1){color:#B22222}div#\:\$p>svg>foreignObject>section slide{font-family:'Times New Roman',serif!important}div#\:\$p>svg>foreignObject>section:after{content:attr(data-marpit-pagination) ' / ' attr(data-marpit-pagination-total)}div#\:\$p>svg>foreignObject>section td,div#\:\$p>svg>foreignObject>section th{border:none!important} /* Reset table styling provided by theme */div#\:\$p>svg>foreignObject>section table,div#\:\$p>svg>foreignObject>section td,div#\:\$p>svg>foreignObject>section th,div#\:\$p>svg>foreignObject>section tr{all:unset; /* Override contextual styling */border:0!important;background:transparent!important}div#\:\$p>svg>foreignObject>section table{display:table}div#\:\$p>svg>foreignObject>section tr{display:table-row} -/* ...and layout freely :) */div#\:\$p>svg>foreignObject>section table{width:100%}div#\:\$p>svg>foreignObject>section td{text-align:center;vertical-align:middle}div#\:\$p>svg>foreignObject>section td,div#\:\$p>svg>foreignObject>section th{display:table-cell}div#\:\$p>svg>foreignObject>section ul{list-style-type:none;margin-left:0.2px}div#\:\$p>svg>foreignObject>section li:before{content:"";background-image:url(./figures/logo/NGI/NGI_pil_RGB_dark_grey_medium.png);width:15px;height:15px;display:inline-block;background-size:contain;margin-right:calc(var(--marpit-root-font-size, 1rem) * 0.25)}div#\:\$p>svg>foreignObject>section :is(h2,marp-h2){color:gray}div#\:\$p>svg>foreignObject>section img{background-color:transparent!important;box-sizing:initial;max-width:100%}div#\:\$p>svg>foreignObject>section figure{border:thin #c0c0c0 solid;display:flex;flex-flow:column;padding:5px;max-width:220px;margin:auto}div#\:\$p>svg>foreignObject>section.title{--title-height:130px;--subtitle-height:70px;--subsubtitle-height:50px;overflow:visible;display:grid;grid-template-columns:1fr;grid-template-rows:1fr var(--title-height) var(--subtitle-height) var(--subsubtitle-height) 1fr;grid-template-areas:"." "title" "subtitle" "subsubtitle" "."}div#\:\$p>svg>foreignObject>section.title :is(h1,marp-h1),div#\:\$p>svg>foreignObject>section.title :is(h2,marp-h2),div#\:\$p>svg>foreignObject>section.title :is(h3,marp-h3){margin:0;padding:0;text-align:center;height:var(--area-height);line-height:var(--area-height);font-size:calc(var(--area-height) * 0.7);border:0px dashed gray /* debug */}div#\:\$p>svg>foreignObject>section.title :is(h1,marp-h1){grid-area:title;--area-height:var(--title-height)}div#\:\$p>svg>foreignObject>section.title :is(h2,marp-h2){grid-area:subtitle;--area-height:var(--subtitle-height)}div#\:\$p>svg>foreignObject>section.title :is(h3,marp-h3){grid-area:subsubtitle;text-align:center;--area-height:var(--subsubtitle-height)}div#\:\$p>svg>foreignObject>section.split-text{overflow:visible;display:grid;grid-template-columns:500px 500px;grid-template-rows:100px auto;grid-template-areas:"slideheading slideheading" "leftpanel rightpanel"} -/* debug */div#\:\$p>svg>foreignObject>section.split-text .ldiv,div#\:\$p>svg>foreignObject>section.split-text .rdiv,div#\:\$p>svg>foreignObject>section.split-text :is(h3,marp-h3){border:none}div#\:\$p>svg>foreignObject>section.split-text :is(h3,marp-h3){grid-area:slideheading;font-size:50px}div#\:\$p>svg>foreignObject>section.split-text .ldiv{grid-area:leftpanel;text-align:left}div#\:\$p>svg>foreignObject>section.split-text .rdiv{grid-area:rightpanel;text-align:left}div#\:\$p>svg>foreignObject>section.split-text-image{overflow:visible;display:grid;grid-template-columns:500px 500px;grid-template-rows:100px auto;grid-template-areas:"slideheading slideheading" "leftpanel rightpanel"} -/* debug */div#\:\$p>svg>foreignObject>section.split-text-image .ldiv,div#\:\$p>svg>foreignObject>section.split-text-image .rdiv,div#\:\$p>svg>foreignObject>section.split-text-image :is(h3,marp-h3){border:none}div#\:\$p>svg>foreignObject>section.split-text-image :is(h3,marp-h3){grid-area:slideheading;font-size:50px}div#\:\$p>svg>foreignObject>section.split-text-image .ldiv{grid-area:leftpanel;text-align:left}div#\:\$p>svg>foreignObject>section.split-text-image .rdiv{grid-area:rightpanel;text-align:right}div#\:\$p>svg>foreignObject>section.body-quote{margin:1em;font:calc(var(--marpit-root-font-size, 1rem) * 1.2)/1.4 Georgia,serif}div#\:\$p>svg>foreignObject>section.body-quote{margin:0;background:#eee;padding:1em;border-radius:1em}div#\:\$p>svg>foreignObject>section figcaption{position:right;bottom:0;padding:15px;color:black;background-color:#F5F5F5;text-align:right;font-size:calc(var(--marpit-root-font-size, 1rem) * 1);width:100%}div#\:\$p>svg>foreignObject>section div.twocols{margin-top:35px;column-count:2}div#\:\$p>svg>foreignObject>section div.twocols :is(h1,marp-h1):first-child,div#\:\$p>svg>foreignObject>section div.twocols :is(h2,marp-h2):first-child,div#\:\$p>svg>foreignObject>section div.twocols p:first-child,div#\:\$p>svg>foreignObject>section div.twocols ul li p:first-child,div#\:\$p>svg>foreignObject>section div.twocols ul li:first-child,div#\:\$p>svg>foreignObject>section div.twocols ul:first-child{margin-top:0!important}div#\:\$p>svg>foreignObject>section div.twocols p.break{break-before:column;margin-top:0} -/* @theme 9127mw0v1aa60ya31jxrvpved83w2s404ewrxe4u8p2 */div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=background]{columns:initial!important;display:block!important;padding:0!important}div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=background]:after,div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=background]:before,div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=content]:after,div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=content]:before{display:none!important}div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=background]>div[data-marpit-advanced-background-container]{all:initial;display:flex;flex-direction:row;height:100%;overflow:hidden;width:100%}div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=background]>div[data-marpit-advanced-background-container][data-marpit-advanced-background-direction=vertical]{flex-direction:column}div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=background][data-marpit-advanced-background-split]>div[data-marpit-advanced-background-container]{width:var(--marpit-advanced-background-split,50%)}div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=background][data-marpit-advanced-background-split=right]>div[data-marpit-advanced-background-container]{margin-left:calc(100% - var(--marpit-advanced-background-split, 50%))}div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=background]>div[data-marpit-advanced-background-container]>figure{all:initial;background-position:center;background-repeat:no-repeat;background-size:cover;flex:auto;margin:0}div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=content],div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=pseudo]{background:transparent!important}div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=pseudo],div#\:\$p>svg[data-marpit-svg]>foreignObject[data-marpit-advanced-background=pseudo]{pointer-events:none!important}div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background-split]{width:100%;height:100%}
+/* ...and layout freely :) */div#\:\$p>svg>foreignObject>section table{width:100%}div#\:\$p>svg>foreignObject>section td{text-align:center;vertical-align:middle}div#\:\$p>svg>foreignObject>section td,div#\:\$p>svg>foreignObject>section th{display:table-cell}div#\:\$p>svg>foreignObject>section ul{list-style-type:none;margin-left:0.2px}div#\:\$p>svg>foreignObject>section li:before{content:"";background-image:url(./figures/logo/NGI/NGI_pil_RGB_dark_grey_medium.png);width:15px;height:15px;display:inline-block;background-size:contain;margin-right:calc(var(--marpit-root-font-size, 1rem) * 0.25)}div#\:\$p>svg>foreignObject>section :is(h2,marp-h2){color:gray}div#\:\$p>svg>foreignObject>section img{background-color:transparent!important;box-sizing:initial;max-width:100%}div#\:\$p>svg>foreignObject>section figure{border:thin #c0c0c0 solid;display:flex;flex-flow:column;padding:5px;max-width:220px;margin:auto}div#\:\$p>svg>foreignObject>section.title{--title-height:130px;--subtitle-height:70px;--subsubtitle-height:50px;overflow:visible;display:grid;grid-template-columns:1fr;grid-template-rows:1fr var(--title-height) var(--subtitle-height) var(--subsubtitle-height) 1fr;grid-template-areas:"." "title" "subtitle" "subsubtitle" "."}div#\:\$p>svg>foreignObject>section.title :is(h1,marp-h1),div#\:\$p>svg>foreignObject>section.title :is(h2,marp-h2),div#\:\$p>svg>foreignObject>section.title :is(h3,marp-h3){margin:0;padding:0;text-align:center;height:var(--area-height);line-height:var(--area-height);font-size:calc(var(--area-height) * 0.7);border:0px dashed gray + /* debug */}div#\:\$p>svg>foreignObject>section.title :is(h1,marp-h1){grid-area:title;--area-height:var(--title-height)}div#\:\$p>svg>foreignObject>section.title :is(h2,marp-h2){grid-area:subtitle;--area-height:var(--subtitle-height)}div#\:\$p>svg>foreignObject>section.title :is(h3,marp-h3){grid-area:subsubtitle;text-align:center;--area-height:var(--subsubtitle-height)}div#\:\$p>svg>foreignObject>section.split-text{overflow:visible;display:grid;grid-template-columns:500px 500px;grid-template-rows:100px auto;grid-template-areas:"slideheading slideheading" "leftpanel rightpanel"} + +/* debug */div#\:\$p>svg>foreignObject>section.split-text .ldiv,div#\:\$p>svg>foreignObject>section.split-text .rdiv,div#\:\$p>svg>foreignObject>section.split-text :is(h3,marp-h3){border:none}div#\:\$p>svg>foreignObject>section.split-text :is(h3,marp-h3){grid-area:slideheading;font-size:50px}div#\:\$p>svg>foreignObject>section.split-text .ldiv{grid-area:leftpanel;text-align:left}div#\:\$p>svg>foreignObject>section.split-text .rdiv{grid-area:rightpanel;text-align:left}div#\:\$p>svg>foreignObject>section.split-text-image{overflow:visible;display:grid;grid-template-columns:1fr 1fr; + /* Use fractions for responsive columns */grid-template-rows:auto auto; + /* Automatically adjust row heights */grid-template-areas:"slideheading slideheading" "leftpanel rightpanel" + /* Panels for images */} + +/* Debug */div#\:\$p>svg>foreignObject>section.split-text-image .ldiv,div#\:\$p>svg>foreignObject>section.split-text-image .rdiv,div#\:\$p>svg>foreignObject>section.split-text-image :is(h3,marp-h3){border:none + /* No border for debug mode */}div#\:\$p>svg>foreignObject>section.split-text-image{overflow:visible;display:grid;grid-template-columns:1fr 1fr; + /* Use fractions for responsive columns */grid-template-rows:auto auto; + /* Automatically adjust row heights */grid-template-areas:"slideheading slideheading" "leftpanel rightpanel" + /* Panels for images */} + +/* Debug */div#\:\$p>svg>foreignObject>section.split-text-image .ldiv,div#\:\$p>svg>foreignObject>section.split-text-image .rdiv,div#\:\$p>svg>foreignObject>section.split-text-image :is(h1,marp-h1){border:none + /* No border for debug mode */}div#\:\$p>svg>foreignObject>section.split-text-image :is(h1,marp-h1){grid-area:slideheading; + /* Place the header in the first row */font-size:50px; + /* Set the font size for the header */text-align:center; + /* Center the header text */margin:0; + /* Remove default margin */overflow:hidden; + /* Hide overflow if text is too long */text-overflow:ellipsis + /* Add ellipsis if the text overflows */}div#\:\$p>svg>foreignObject>section.split-text-image .ldiv{grid-area:leftpanel; + /* Place left image in the left column */display:flex; + /* Use flexbox for image alignment */justify-content:center; + /* Center image horizontally */align-items:center + /* Center image vertically */}div#\:\$p>svg>foreignObject>section.split-text-image .rdiv{grid-area:rightpanel; + /* Place right image in the right column */display:flex; + /* Use flexbox for image alignment */justify-content:center; + /* Center image horizontally */align-items:center + /* Center image vertically */}div#\:\$p>svg>foreignObject>section img{max-width:100%; + /* Responsive images */height:auto + /* Maintain aspect ratio */}div#\:\$p>svg>foreignObject>section.body-quote{margin:1em;font:calc(var(--marpit-root-font-size, 1rem) * 1.2)/1.4 Georgia,serif}div#\:\$p>svg>foreignObject>section.body-quote{margin:0;background:#eee;padding:1em;border-radius:1em}div#\:\$p>svg>foreignObject>section figcaption{position:right;bottom:0;padding:15px;color:black;background-color:#F5F5F5;text-align:right;font-size:calc(var(--marpit-root-font-size, 1rem) * 1);width:100%}div#\:\$p>svg>foreignObject>section div.twocols{margin-top:35px;column-count:2}div#\:\$p>svg>foreignObject>section div.twocols :is(h1,marp-h1):first-child,div#\:\$p>svg>foreignObject>section div.twocols :is(h2,marp-h2):first-child,div#\:\$p>svg>foreignObject>section div.twocols p:first-child,div#\:\$p>svg>foreignObject>section div.twocols ul li p:first-child,div#\:\$p>svg>foreignObject>section div.twocols ul li:first-child,div#\:\$p>svg>foreignObject>section div.twocols ul:first-child{margin-top:0!important}div#\:\$p>svg>foreignObject>section div.twocols p.break{break-before:column;margin-top:0} + +/* CSS to align the term to the right */div#\:\$p>svg>foreignObject>section .right-aligned{text-align:right;font-style:italic;margin-top:calc(var(--marpit-root-font-size, 1rem) * 0.5); + /* Add some spacing from the quote */display:block} +/* @theme inoz8al32xojtijkaen2powl4hjw3o727y92vp6gvr */div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=background]{columns:initial!important;display:block!important;padding:0!important}div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=background]:after,div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=background]:before,div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=content]:after,div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=content]:before{display:none!important}div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=background]>div[data-marpit-advanced-background-container]{all:initial;display:flex;flex-direction:row;height:100%;overflow:hidden;width:100%}div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=background]>div[data-marpit-advanced-background-container][data-marpit-advanced-background-direction=vertical]{flex-direction:column}div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=background][data-marpit-advanced-background-split]>div[data-marpit-advanced-background-container]{width:var(--marpit-advanced-background-split,50%)}div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=background][data-marpit-advanced-background-split=right]>div[data-marpit-advanced-background-container]{margin-left:calc(100% - var(--marpit-advanced-background-split, 50%))}div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=background]>div[data-marpit-advanced-background-container]>figure{all:initial;background-position:center;background-repeat:no-repeat;background-size:cover;flex:auto;margin:0}div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=content],div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=pseudo]{background:transparent!important}div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background=pseudo],div#\:\$p>svg[data-marpit-svg]>foreignObject[data-marpit-advanced-background=pseudo]{pointer-events:none!important}div#\:\$p>svg>foreignObject>section[data-marpit-advanced-background-split]{width:100%;height:100%}
24.10.2024

Optimize your curves,

@@ -32,11 +64,11 @@

Oslo Python MeetUp

Sunniva Indrehus

-
echo $(whoami)
+
echo $(whoami)
 

 

 

-

+

 
Agenda

 
Curve Fitting

 
    
@@ -54,12 +86,12 @@ 
    Curve Fitting
    
 

 

 

-

+

 
Start with a data set coming in, with a known model, how does it look like?

 
#TODO include picture of plot

 

 

-

+

 

 
Optimization: an act, process, or methodology of making something (such as a design, system, or decision) as fully perfect, functional, or effective as possible

 specifically : the mathematical procedures (such as finding the maximum of a function) involved in this

@@ -70,7 +102,7 @@ 

 

-

+

 
What is Curve Fitting?

 
    
 
  • Identify the best-fit curve for a dataset with a known model
@@ -87,7 +119,7 @@ 
    What is Curve Fitting?
    
 

 

 

-

+

 
Minimize the difference between observed and predicted values

 

 


@@ -99,11 +131,11 @@ 
Minimize
 

 

 

-

+

 
Real life examples

 

 

-

+

 
Curve fitting vs. model optimization

 
@@ -138,18 +170,19 @@ 
Curve fitting vs. model optimizatio
 

 

 

 

-

+

 
📈 + 💪 + 🐍 = ❓

 

 

-

+

 
📈 + 💪 + 🐍 = ❤️

 

 

-

+

 
Curve fitting in Python

 
lmfit

-
GitHub ⭐ 1.1k

+
GitHub ⭐ 1.1k

+Latest commit (22.10.2024): 13.10.2024

 
    
 
  • High-level interface to non-linear optimization and curve fitting problems
    • 
 
  • Built on SciPy’s curve_fit
    • 
@@ -163,7 +196,52 @@ 
    lmfit
    
 

 

 

-

+

+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
TopicDetails
Library Namelmfit
GitHub Stars⭐ 1.1k
Latest Commit Date22.10.2024 (Last Update: 13.10.2024)
DescriptionHigh-level interface to non-linear optimization and curve fitting problems
Built OnSciPy’s curve_fit
Supports- Uncertainties and parameter correlations estimates
- Functionality for handling bounds
- Easy change of the fitting algorithm

+

+

+

 
Demo: Curve Fitting with lmfit**

 
Step 1: Problem Setup

 
import numpy as np
@@ -185,7 +263,7 @@ 
Step 1: Problem Setup

 

 

 

-

+

 
Interpreting the Results

 
    
 
  • Parameter Estimates: Best-fit values for a, b, and c
    • 
@@ -194,7 +272,7 @@ 
    Interpreting the Results
    
 

 

 

-

+

 
Extending the Example

 
    
 
  • Adding Constraints:
@@ -215,10 +293,10 @@ 
    Extending the Example
    
 

 

 

-

+

 
✨ 👩‍💻 Let's see some code 👩‍💻 ✨ 

 

 

 
\ No newline at end of file
+!function(){"use strict";function e(e){return e&&e.__esModule&&Object.prototype.hasOwnProperty.call(e,"default")?e.default:e}var t={from:function(e,t){var n,r=1===(e.parent||e).nodeType?e.parent||e:document.querySelector(e.parent||e),o=[].filter.call("string"==typeof e.slides?r.querySelectorAll(e.slides):e.slides||r.children,(function(e){return"SCRIPT"!==e.nodeName})),i={},a=function(e,t){return(t=t||{}).index=o.indexOf(e),t.slide=e,t},s=function(e,t){i[e]=(i[e]||[]).filter((function(e){return e!==t}))},l=function(e,t){return(i[e]||[]).reduce((function(e,n){return e&&!1!==n(t)}),!0)},c=function(e,t){o[e]&&(n&&l("deactivate",a(n,t)),n=o[e],l("activate",a(n,t)))},d=function(e,t){var r=o.indexOf(n)+e;l(e>0?"next":"prev",a(n,t))&&c(r,t)},u={off:s,on:function(e,t){return(i[e]||(i[e]=[])).push(t),s.bind(null,e,t)},fire:l,slide:function(e,t){if(!arguments.length)return o.indexOf(n);l("slide",a(o[e],t))&&c(e,t)},next:d.bind(null,1),prev:d.bind(null,-1),parent:r,slides:o,destroy:function(e){l("destroy",a(n,e)),i={}}};return(t||[]).forEach((function(e){e(u)})),n||c(0),u}},n=e(t);const r=document.body,o=(...e)=>history.replaceState(...e),i="presenter",a="next",s=["",i,a],l="bespoke-marp-",c=`data-${l}`,d=(e,{protocol:t,host:n,pathname:r,hash:o}=location)=>{const i=e.toString();return`${t}//${n}${r}${i?"?":""}${i}${o}`},u=()=>r.dataset.bespokeView,f=e=>new URLSearchParams(location.search).get(e),m=(e,t={})=>{var n;const r={location,setter:o,...t},i=new URLSearchParams(r.location.search);for(const t of Object.keys(e)){const n=e[t];"string"==typeof n?i.set(t,n):i.delete(t)}try{r.setter({...null!==(n=window.history.state)&&void 0!==n?n:{}},"",d(i,r.location))}catch(e){console.error(e)}},g=(()=>{const e="bespoke-marp";try{return localStorage.setItem(e,e),localStorage.removeItem(e),!0}catch(e){return!1}})(),p=e=>{try{return localStorage.getItem(e)}catch(e){return null}},v=(e,t)=>{try{return localStorage.setItem(e,t),!0}catch(e){return!1}},h=e=>{try{return localStorage.removeItem(e),!0}catch(e){return!1}},y=(e,t)=>{const n="aria-hidden";t?e.setAttribute(n,"true"):e.removeAttribute(n)},b=e=>{e.parent.classList.add(`${l}parent`),e.slides.forEach((e=>e.classList.add(`${l}slide`))),e.on("activate",(t=>{const n=`${l}active`,r=t.slide,o=r.classList,i=!o.contains(n);if(e.slides.forEach((e=>{e.classList.remove(n),y(e,!0)})),o.add(n),y(r,!1),i){const e=`${n}-ready`;o.add(e),document.body.clientHeight,o.remove(e)}}))},w=e=>{let t=0,n=0;Object.defineProperty(e,"fragments",{enumerable:!0,value:e.slides.map((e=>[null,...e.querySelectorAll("[data-marpit-fragment]")]))});const r=r=>void 0!==e.fragments[t][n+r],o=(r,o)=>{t=r,n=o,e.fragments.forEach(((e,t)=>{e.forEach(((e,n)=>{if(null==e)return;const i=t{if(i){if(r(1))return o(t,n+1),!1;const i=t+1;e.fragments[i]&&o(i,0)}else{const r=e.fragments[t].length;if(n+1{if(r(-1)&&i)return o(t,n-1),!1;const a=t-1;e.fragments[a]&&o(a,e.fragments[a].length-1)})),e.on("slide",(({index:t,fragment:n})=>{let r=0;if(void 0!==n){const o=e.fragments[t];if(o){const{length:e}=o;r=-1===n?e-1:Math.min(Math.max(n,0),e-1)}}o(t,r)})),o(0,0)},x=document,k=()=>!(!x.fullscreenEnabled&&!x.webkitFullscreenEnabled),$=()=>!(!x.fullscreenElement&&!x.webkitFullscreenElement),E=e=>{e.fullscreen=()=>{k()&&(async()=>{return $()?null===(e=x.exitFullscreen||x.webkitExitFullscreen)||void 0===e?void 0:e.call(x):((e=x.body)=>{var t;return null===(t=e.requestFullscreen||e.webkitRequestFullscreen)||void 0===t?void 0:t.call(e)})();var e})()},document.addEventListener("keydown",(t=>{"f"!==t.key&&"F11"!==t.key||t.altKey||t.ctrlKey||t.metaKey||!k()||(e.fullscreen(),t.preventDefault())}))},L=`${l}inactive`,S=(e=2e3)=>({parent:t,fire:n})=>{const r=t.classList,o=e=>n(`marp-${e?"":"in"}active`);let i;const a=()=>{i&&clearTimeout(i),i=setTimeout((()=>{r.add(L),o()}),e),r.contains(L)&&(r.remove(L),o(!0))};for(const e of["mousedown","mousemove","touchend"])document.addEventListener(e,a);setTimeout(a,0)},P=["AUDIO","BUTTON","INPUT","SELECT","TEXTAREA","VIDEO"],_=e=>{e.parent.addEventListener("keydown",(e=>{if(!e.target)return;const t=e.target;(P.includes(t.nodeName)||"true"===t.contentEditable)&&e.stopPropagation()}))},T=e=>{window.addEventListener("load",(()=>{for(const t of e.slides){const e=t.querySelector("marp-auto-scaling, [data-auto-scaling], [data-marp-fitting]");t.setAttribute(`${c}load`,e?"":"hideable")}}))},I=({interval:e=250}={})=>t=>{document.addEventListener("keydown",(e=>{if(" "===e.key&&e.shiftKey)t.prev();else if("ArrowLeft"===e.key||"ArrowUp"===e.key||"PageUp"===e.key)t.prev({fragment:!e.shiftKey});else if(" "!==e.key||e.shiftKey)if("ArrowRight"===e.key||"ArrowDown"===e.key||"PageDown"===e.key)t.next({fragment:!e.shiftKey});else if("End"===e.key)t.slide(t.slides.length-1,{fragment:-1});else{if("Home"!==e.key)return;t.slide(0)}else t.next();e.preventDefault()}));let n,r,o=0;t.parent.addEventListener("wheel",(i=>{let a=!1;const s=(e,t)=>{e&&(a=a||((e,t)=>((e,t)=>{const n="X"===t?"Width":"Height";return e[`client${n}`]{const{overflow:n}=e,r=e[`overflow${t}`];return"auto"===n||"scroll"===n||"auto"===r||"scroll"===r})(getComputedStyle(e),t))(e,t)),(null==e?void 0:e.parentElement)&&s(e.parentElement,t)};if(0!==i.deltaX&&s(i.target,"X"),0!==i.deltaY&&s(i.target,"Y"),a)return;i.preventDefault();const l=Math.sqrt(i.deltaX**2+i.deltaY**2);if(void 0!==i.wheelDelta){if(void 0===i.webkitForce&&Math.abs(i.wheelDelta)<40)return;if(i.deltaMode===i.DOM_DELTA_PIXEL&&l<4)return}else if(i.deltaMode===i.DOM_DELTA_PIXEL&&l<12)return;r&&clearTimeout(r),r=setTimeout((()=>{n=0}),e);const c=Date.now()-o0||i.deltaY>0)&&(u="next"),(i.deltaX<0||i.deltaY<0)&&(u="prev"),u&&(t[u](),o=Date.now())}))},M=(e=`.${l}osc`)=>{const t=document.querySelector(e);if(!t)return()=>{};const n=(e,n)=>{t.querySelectorAll(`[${c}osc=${JSON.stringify(e)}]`).forEach(n)};return k()||n("fullscreen",(e=>e.style.display="none")),g||n("presenter",(e=>{e.disabled=!0,e.title="Presenter view is disabled due to restricted localStorage."})),e=>{t.addEventListener("click",(t=>{if(t.target instanceof HTMLElement){const{bespokeMarpOsc:n}=t.target.dataset;n&&t.target.blur();const r={fragment:!t.shiftKey};"next"===n?e.next(r):"prev"===n?e.prev(r):"fullscreen"===n?null==e||e.fullscreen():"presenter"===n&&e.openPresenterView()}})),e.parent.appendChild(t),e.on("activate",(({index:t})=>{n("page",(n=>n.textContent=`Page ${t+1} of ${e.slides.length}`))})),e.on("fragment",(({index:t,fragments:r,fragmentIndex:o})=>{n("prev",(e=>e.disabled=0===t&&0===o)),n("next",(n=>n.disabled=t===e.slides.length-1&&o===r.length-1))})),e.on("marp-active",(()=>y(t,!1))),e.on("marp-inactive",(()=>y(t,!0))),k()&&(e=>{for(const t of["","webkit"])x.addEventListener(t+"fullscreenchange",e)})((()=>n("fullscreen",(e=>e.classList.toggle("exit",k()&&$())))))}},O=e=>{window.addEventListener("message",(t=>{if(t.origin!==window.origin)return;const[n,r]=t.data.split(":");if("navigate"===n){const[t,n]=r.split(",");let o=Number.parseInt(t,10),i=Number.parseInt(n,10)+1;i>=e.fragments[o].length&&(o+=1,i=0),e.slide(o,{fragment:i})}}))};var A=["area","base","br","col","command","embed","hr","img","input","keygen","link","meta","param","source","track","wbr"];let C=e=>String(e).replace(/[&<>"']/g,(e=>`&${D[e]};`)),D={"&":"amp","<":"lt",">":"gt",'"':"quot","'":"apos"},N="dangerouslySetInnerHTML",B={className:"class",htmlFor:"for"},q={};function K(e,t){let n=[],r="";t=t||{};for(let e=arguments.length;e-- >2;)n.push(arguments[e]);if("function"==typeof e)return t.children=n.reverse(),e(t);if(e){if(r+="<"+e,t)for(let e in t)!1!==t[e]&&null!=t[e]&&e!==N&&(r+=` ${B[e]?B[e]:C(e)}="${C(t[e])}"`);r+=">"}if(-1===A.indexOf(e)){if(t[N])r+=t[N].__html;else for(;n.length;){let e=n.pop();if(e)if(e.pop)for(let t=e.length;t--;)n.push(e[t]);else r+=!0===q[e]?e:C(e)}r+=e?``:""}return q[r]=!0,r}const j=({children:e})=>K(null,null,...e),F=`${l}presenter-`,V={container:`${F}container`,dragbar:`${F}dragbar-container`,next:`${F}next`,nextContainer:`${F}next-container`,noteContainer:`${F}note-container`,noteWrapper:`${F}note-wrapper`,noteButtons:`${F}note-buttons`,infoContainer:`${F}info-container`,infoPage:`${F}info-page`,infoPageText:`${F}info-page-text`,infoPagePrev:`${F}info-page-prev`,infoPageNext:`${F}info-page-next`,noteButtonsBigger:`${F}note-bigger`,noteButtonsSmaller:`${F}note-smaller`,infoTime:`${F}info-time`,infoTimer:`${F}info-timer`},U=e=>{const{title:t}=document;document.title="[Presenter view]"+(t?` - ${t}`:"");const n={},r=e=>(n[e]=n[e]||document.querySelector(`.${e}`),n[e]);document.body.appendChild((e=>{const t=document.createElement("div");return t.className=V.container,t.appendChild(e),t.insertAdjacentHTML("beforeend",K(j,null,K("div",{class:V.nextContainer},K("iframe",{class:V.next,src:"?view=next"})),K("div",{class:V.dragbar}),K("div",{class:V.noteContainer},K("div",{class:V.noteWrapper}),K("div",{class:V.noteButtons},K("button",{class:V.noteButtonsSmaller,tabindex:"-1",title:"Smaller notes font size"},"Smaller notes font size"),K("button",{class:V.noteButtonsBigger,tabindex:"-1",title:"Bigger notes font size"},"Bigger notes font size"))),K("div",{class:V.infoContainer},K("div",{class:V.infoPage},K("button",{class:V.infoPagePrev,tabindex:"-1",title:"Previous"},"Previous"),K("span",{class:V.infoPageText}),K("button",{class:V.infoPageNext,tabindex:"-1",title:"Next"},"Next")),K("time",{class:V.infoTime,title:"Current time"}),K("time",{class:V.infoTimer,title:"Timer"})))),t})(e.parent)),(e=>{let t=!1;r(V.dragbar).addEventListener("mousedown",(()=>{t=!0,r(V.dragbar).classList.add("active")})),window.addEventListener("mouseup",(()=>{t=!1,r(V.dragbar).classList.remove("active")})),window.addEventListener("mousemove",(e=>{if(!t)return;const n=e.clientX/document.documentElement.clientWidth*100;r(V.container).style.setProperty("--bespoke-marp-presenter-split-ratio",`${Math.max(0,Math.min(100,n))}%`)})),r(V.nextContainer).addEventListener("click",(()=>e.next()));const n=r(V.next),o=(i=n,(e,t)=>{var n;return null===(n=i.contentWindow)||void 0===n?void 0:n.postMessage(`navigate:${e},${t}`,"null"===window.origin?"*":window.origin)});var i;n.addEventListener("load",(()=>{r(V.nextContainer).classList.add("active"),o(e.slide(),e.fragmentIndex),e.on("fragment",(({index:e,fragmentIndex:t})=>o(e,t)))}));const a=document.querySelectorAll(".bespoke-marp-note");a.forEach((e=>{e.addEventListener("keydown",(e=>e.stopPropagation())),r(V.noteWrapper).appendChild(e)})),e.on("activate",(()=>a.forEach((t=>t.classList.toggle("active",t.dataset.index==e.slide())))));let s=0;const l=e=>{s=Math.max(-5,s+e),r(V.noteContainer).style.setProperty("--bespoke-marp-note-font-scale",(1.2**s).toFixed(4))},c=()=>l(1),d=()=>l(-1),u=r(V.noteButtonsBigger),f=r(V.noteButtonsSmaller);u.addEventListener("click",(()=>{u.blur(),c()})),f.addEventListener("click",(()=>{f.blur(),d()})),document.addEventListener("keydown",(e=>{"+"===e.key&&c(),"-"===e.key&&d()}),!0),e.on("activate",(({index:t})=>{r(V.infoPageText).textContent=`${t+1} / ${e.slides.length}`}));const m=r(V.infoPagePrev),g=r(V.infoPageNext);m.addEventListener("click",(t=>{m.blur(),e.prev({fragment:!t.shiftKey})})),g.addEventListener("click",(t=>{g.blur(),e.next({fragment:!t.shiftKey})})),e.on("fragment",(({index:t,fragments:n,fragmentIndex:r})=>{m.disabled=0===t&&0===r,g.disabled=t===e.slides.length-1&&r===n.length-1}));let p=new Date;const v=()=>{const e=new Date,t=e=>`${Math.floor(e)}`.padStart(2,"0"),n=e.getTime()-p.getTime(),o=t(n/1e3%60),i=t(n/1e3/60%60),a=t(n/36e5%24);r(V.infoTime).textContent=e.toLocaleTimeString(),r(V.infoTimer).textContent=`${a}:${i}:${o}`};v(),setInterval(v,250),r(V.infoTimer).addEventListener("click",(()=>{p=new Date}))})(e)},X=e=>{if(!(e=>e.syncKey&&"string"==typeof e.syncKey)(e))throw new Error("The current instance of Bespoke.js is invalid for Marp bespoke presenter plugin.");Object.defineProperties(e,{openPresenterView:{enumerable:!0,value:H},presenterUrl:{enumerable:!0,get:R}}),g&&document.addEventListener("keydown",(t=>{"p"!==t.key||t.altKey||t.ctrlKey||t.metaKey||(t.preventDefault(),e.openPresenterView())}))};function H(){const{max:e,floor:t}=Math,n=e(t(.85*window.innerWidth),640),r=e(t(.85*window.innerHeight),360);return window.open(this.presenterUrl,F+this.syncKey,`width=${n},height=${r},menubar=no,toolbar=no`)}function R(){const e=new URLSearchParams(location.search);return e.set("view","presenter"),e.set("sync",this.syncKey),d(e)}const W=e=>{const t=u();return t===a&&e.appendChild(document.createElement("span")),{"":X,[i]:U,[a]:O}[t]},J=e=>{e.on("activate",(t=>{document.querySelectorAll(".bespoke-progress-parent > .bespoke-progress-bar").forEach((n=>{n.style.flexBasis=100*t.index/(e.slides.length-1)+"%"}))}))},Y=e=>{const t=Number.parseInt(e,10);return Number.isNaN(t)?null:t},z=(e={})=>{const t={history:!0,...e};return e=>{let n=!0;const r=e=>{const t=n;try{return n=!0,e()}finally{n=t}},o=(t={fragment:!0})=>{let n=t.fragment?Y(f("f")||""):null;((t,n)=>{const{min:r,max:o}=Math,{fragments:i,slides:a}=e,s=o(0,r(t,a.length-1)),l=o(0,r(n||0,i[s].length-1));s===e.slide()&&l===e.fragmentIndex||e.slide(s,{fragment:l})})((()=>{var t,r;if(location.hash){const[o]=location.hash.slice(1).split(":~:");if(/^\d+$/.test(o))return(null!==(t=Y(o))&&void 0!==t?t:1)-1;const i=document.getElementById(o)||document.querySelector(`a[name="${CSS.escape(o)}"]`);if(i){const{length:t}=e.slides;for(let o=0;o=0&&(n=e)}return o}}}return 0})(),n)};e.on("fragment",(({index:e,fragmentIndex:r})=>{n||m({f:0===r||r.toString()},{location:{...location,hash:`#${e+1}`},setter:(...e)=>t.history?history.pushState(...e):history.replaceState(...e)})})),setTimeout((()=>{o(),window.addEventListener("hashchange",(()=>r((()=>{o({fragment:!1}),m({f:void 0})})))),window.addEventListener("popstate",(()=>{n||r((()=>o()))})),n=!1}),0)}},G=(e={})=>{var t;const n=e.key||(null===(t=window.history.state)||void 0===t?void 0:t.marpBespokeSyncKey)||Math.random().toString(36).slice(2),r=`bespoke-marp-sync-${n}`;var i;i={marpBespokeSyncKey:n},m({},{setter:(e,...t)=>o({...e,...i},...t)});const a=()=>{const e=p(r);return e?JSON.parse(e):Object.create(null)},s=e=>{const t=a(),n={...t,...e(t)};return v(r,JSON.stringify(n)),n},l=()=>{window.removeEventListener("pageshow",l),s((e=>({reference:(e.reference||0)+1})))};return e=>{l(),Object.defineProperty(e,"syncKey",{value:n,enumerable:!0});let t=!0;setTimeout((()=>{e.on("fragment",(e=>{t&&s((()=>({index:e.index,fragmentIndex:e.fragmentIndex})))}))}),0),window.addEventListener("storage",(n=>{if(n.key===r&&n.oldValue&&n.newValue){const r=JSON.parse(n.oldValue),o=JSON.parse(n.newValue);if(r.index!==o.index||r.fragmentIndex!==o.fragmentIndex)try{t=!1,e.slide(o.index,{fragment:o.fragmentIndex,forSync:!0})}finally{t=!0}}}));const o=()=>{const{reference:e}=a();void 0===e||e<=1?h(r):s((()=>({reference:e-1})))};window.addEventListener("pagehide",(e=>{e.persisted&&window.addEventListener("pageshow",l),o()})),e.on("destroy",o)}},{PI:Q,abs:Z,sqrt:ee,atan2:te}=Math,ne={passive:!0},re=({slope:e=-.7,swipeThreshold:t=30}={})=>n=>{let r;const o=n.parent,i=e=>{const t=o.getBoundingClientRect();return{x:e.pageX-(t.left+t.right)/2,y:e.pageY-(t.top+t.bottom)/2}};o.addEventListener("touchstart",(({touches:e})=>{r=1===e.length?i(e[0]):void 0}),ne),o.addEventListener("touchmove",(e=>{if(r)if(1===e.touches.length){e.preventDefault();const t=i(e.touches[0]),n=t.x-r.x,o=t.y-r.y;r.delta=ee(Z(n)**2+Z(o)**2),r.radian=te(n,o)}else r=void 0})),o.addEventListener("touchend",(o=>{if(r){if(r.delta&&r.delta>=t&&r.radian){const t=(r.radian-e+Q)%(2*Q)-Q;n[t<0?"next":"prev"](),o.stopPropagation()}r=void 0}}),ne)},oe=new Map;oe.clear(),oe.set("none",{backward:{both:void 0,incoming:void 0,outgoing:void 0},forward:{both:void 0,incoming:void 0,outgoing:void 0}});const ie={both:"",outgoing:"outgoing-",incoming:"incoming-"},ae={forward:"",backward:"-backward"},se=e=>`--marp-bespoke-transition-animation-${e}`,le=e=>`--marp-transition-${e}`,ce=se("name"),de=se("duration"),ue=e=>new Promise((t=>{const n={},r=document.createElement("div"),o=e=>{r.remove(),t(e)};r.addEventListener("animationstart",(()=>o(n))),Object.assign(r.style,{animationName:e,animationDuration:"1s",animationFillMode:"both",animationPlayState:"paused",position:"absolute",pointerEvents:"none"}),document.body.appendChild(r);const i=getComputedStyle(r).getPropertyValue(le("duration"));i&&(n.defaultDuration=i),((e,t)=>{requestAnimationFrame((()=>{e.style.animationPlayState="running",requestAnimationFrame((()=>t(void 0)))}))})(r,o)})),fe=async e=>oe.has(e)?oe.get(e):(e=>{const t={},n=[];for(const[r,o]of Object.entries(ie))for(const[i,a]of Object.entries(ae)){const s=`marp-${o}transition${a}-${e}`;n.push(ue(s).then((e=>{t[i]=t[i]||{},t[i][r]=e?{...e,name:s}:void 0})))}return Promise.all(n).then((()=>t))})(e).then((t=>(oe.set(e,t),t))),me=e=>Object.values(e).flatMap(Object.values).every((e=>!e)),ge=(e,{type:t,backward:n})=>{const r=e[n?"backward":"forward"],o=(()=>{const e=r[t],n=e=>({[ce]:e.name});if(e)return n(e);if(r.both){const e=n(r.both);return"incoming"===t&&(e[se("direction")]="reverse"),e}})();return!o&&n?ge(e,{type:t,backward:!1}):o||{[ce]:"__bespoke_marp_transition_no_animation__"}},pe=e=>{if(e)try{const t=JSON.parse(e);if((e=>{if("object"!=typeof e)return!1;const t=e;return"string"==typeof t.name&&(void 0===t.duration||"string"==typeof t.duration)})(t))return t}catch(e){}},ve="_tSId",he="_tA",ye="bespoke-marp-transition-warming-up",be=window.matchMedia("(prefers-reduced-motion: reduce)"),we="__bespoke_marp_transition_reduced_outgoing__",xe="__bespoke_marp_transition_reduced_incoming__",ke={forward:{both:void 0,incoming:{name:xe},outgoing:{name:we}},backward:{both:void 0,incoming:{name:xe},outgoing:{name:we}}},$e=e=>{if(!document.startViewTransition)return;const t=t=>(void 0!==t&&(e._tD=t),e._tD);let n;t(!1),((...e)=>{const t=[...new Set(e).values()];return Promise.all(t.map((e=>fe(e)))).then()})(...Array.from(document.querySelectorAll("section[data-transition], section[data-transition-back]")).flatMap((e=>[e.dataset.transition,e.dataset.transitionBack].flatMap((e=>{const t=pe(e);return[null==t?void 0:t.name,(null==t?void 0:t.builtinFallback)?`__builtin__${t.name}`:void 0]})).filter((e=>!!e))))).then((()=>{document.querySelectorAll("style").forEach((e=>{e.innerHTML=e.innerHTML.replace(/--marp-transition-duration:[^;}]*[;}]/g,(e=>e.slice(0,-1)+"!important"+e.slice(-1)))}))}));const r=(n,{back:r,cond:o})=>i=>{var a;const s=t();if(s)return!!i[he]||!("object"!=typeof s||(s.skipTransition(),!i.forSync));if(!o(i))return!0;const l=e.slides[e.slide()],c=()=>{var e;return null!==(e=i.back)&&void 0!==e?e:r},d="data-transition"+(c()?"-back":""),u=l.querySelector(`section[${d}]`);if(!u)return!0;const f=pe(null!==(a=u.getAttribute(d))&&void 0!==a?a:void 0);return!f||((async(e,{builtinFallback:t=!0}={})=>{let n=await fe(e);if(me(n)){if(!t)return;return n=await fe(`__builtin__${e}`),me(n)?void 0:n}return n})(f.name,{builtinFallback:f.builtinFallback}).then((e=>{if(!e){t(!0);try{n(i)}finally{t(!1)}return}let r=e;be.matches&&(console.warn("Use a constant animation to transition because preferring reduced motion by viewer has detected."),r=ke);const o=document.getElementById(ve);o&&o.remove();const a=document.createElement("style");a.id=ve,document.head.appendChild(a),((e,t)=>{const n=[`:root{${le("direction")}:${t.backward?-1:1};}`,":root:has(.bespoke-marp-inactive){cursor:none;}"],r=t=>{var n,o,i;const a=(null===(n=e[t].both)||void 0===n?void 0:n.defaultDuration)||(null===(o=e[t].outgoing)||void 0===o?void 0:o.defaultDuration)||(null===(i=e[t].incoming)||void 0===i?void 0:i.defaultDuration);return"forward"===t?a:a||r("forward")},o=t.duration||r(t.backward?"backward":"forward");void 0!==o&&n.push(`::view-transition-group(*){${de}:${o};}`);const i=e=>Object.entries(e).map((([e,t])=>`${e}:${t};`)).join("");return n.push(`::view-transition-old(root){${i(ge(e,{...t,type:"outgoing"}))}}`,`::view-transition-new(root){${i(ge(e,{...t,type:"incoming"}))}}`),n})(r,{backward:c(),duration:f.duration}).forEach((e=>{var t;return null===(t=a.sheet)||void 0===t?void 0:t.insertRule(e)}));const s=document.documentElement.classList;s.add(ye);let l=!1;const d=()=>{l||(n(i),l=!0,s.remove(ye))},u=()=>{t(!1),a.remove(),s.remove(ye)};try{t(!0);const e=document.startViewTransition(d);t(e),e.finished.finally(u)}catch(e){console.error(e),d(),u()}})),!1)};e.on("prev",r((t=>e.prev({...t,[he]:!0})),{back:!0,cond:e=>{var t;return e.index>0&&!((null===(t=e.fragment)||void 0===t||t)&&n.fragmentIndex>0)}})),e.on("next",r((t=>e.next({...t,[he]:!0})),{cond:t=>t.index+1{e.on("slide",r((t=>e.slide(t.index,{...t,[he]:!0})),{cond:t=>{const n=e.slide();return t.index!==n&&(t.back=t.index{n=e}))};let Ee;const Le=()=>(void 0===Ee&&(Ee="wakeLock"in navigator&&navigator.wakeLock),Ee),Se=async()=>{const e=Le();if(e)try{return await e.request("screen")}catch(e){console.warn(e)}return null},Pe=async()=>{if(!Le())return;let e;const t=()=>{e&&"visible"===document.visibilityState&&Se()};for(const e of["visibilitychange","fullscreenchange"])document.addEventListener(e,t);return e=await Se(),e};((e=document.getElementById(":$p"))=>{(()=>{const e=f("view");r.dataset.bespokeView=e===a||e===i?e:""})();const t=(e=>{const t=f(e);return m({[e]:void 0}),t})("sync")||void 0;n.from(e,((...e)=>{const t=s.findIndex((e=>u()===e));return e.map((([e,n])=>e[t]&&n)).filter((e=>e))})([[1,1,0],G({key:t})],[[1,1,1],W(e)],[[1,1,0],_],[[1,1,1],b],[[1,0,0],S()],[[1,1,1],T],[[1,1,1],z({history:!1})],[[1,1,0],I()],[[1,1,0],E],[[1,0,0],J],[[1,1,0],re()],[[1,0,0],M()],[[1,0,0],$e],[[1,1,1],w],[[1,1,0],Pe]))})()}();
\ No newline at end of file
diff --git a/talk/slides.md b/talk/slides.md
index ae072a9..065039b 100755
--- a/talk/slides.md
+++ b/talk/slides.md
@@ -142,6 +142,7 @@ specifically : the mathematical procedures (such as finding the maximum of a fun
 
 ## `lmfit` 
 GitHub :star: 1.1k
+Latest commit (22.10.2024): 13.10.2024
 
 - High-level interface to non-linear optimization and curve fitting problems
 - Built on SciPy’s [`curve_fit`](https://docs.scipy.org/doc/scipy/reference/generated/scipy.optimize.curve_fit.html)
@@ -153,6 +154,18 @@ GitHub :star: 1.1k
 
 ---
 
+| **Topic**                        | **Details**                                                                         |
+|----------------------------------|-------------------------------------------------------------------------------------|
+| **Library Name**                 | `lmfit`                                                                             |
+| **GitHub Stars**                 | ⭐ 1.1k                                                                              |
+| **Latest Commit Date**           | 22.10.2024 (Last Update: 13.10.2024)                                              |
+| **Description**                  | High-level interface to non-linear optimization and curve fitting problems          |
+| **Built On**                     | SciPy’s [`curve_fit`](https://docs.scipy.org/doc/scipy/reference/generated/scipy.optimize.curve_fit.html) |
+| **Supports**                     | - Uncertainties and parameter correlations estimates                                |
+|                                  | - Functionality for handling [bounds](https://lmfit.github.io/lmfit-py/bounds.html) |
+|                                  | - Easy change of the fitting algorithm                                              |
+
+---
 
 # Demo: Curve Fitting with `lmfit`**