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import{_ as l}from"./PageNo-
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import{_}from"./Callout-
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import{_ as r}from"./Callout-
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import{_ as r}from"./Callout-D44NXjfg.js";import{o as n,b as u,w as s,g as t,d,ad as c,v as m,x as p,T as a}from"./modules/vue-CZamTkmS.js";import{_}from"./assertion-evidence-B8cDdxTN.js";import{u as f,f as v}from"./slidev/context-Ch1IIjuh.js";import"./index-CIas0rwA.js";import"./modules/shiki-COQlGosf.js";import"./PageNo-bIvqdETk.js";const h={class:"mt-6 text-center"},b={__name:"slides.md__slidev_30",setup(x){const{$clicksContext:l,$frontmatter:o}=f();return l.setup(),(C,e)=>{const i=r;return n(),u(_,m(p(a(v)(a(o),29))),{default:s(()=>[e[1]||(e[1]=t("div",{class:"ae-cols"},[t("div",{class:"ae-col"},[t("div",{class:"ae-collabel"},"What we tried"),t("div",{class:"ae-lead"},"Multivariate inference, where the model supports it"),t("ul",null,[t("li",null,"MOIRAI, MOIRAI-MoE, Chronos-2 all support it"),t("li",null,"No consistent gains over univariate"),t("li",null,"Consistent with Yu 2025")])]),t("div",{class:"ae-col"},[t("div",{class:"ae-collabel"},"Why & what next"),t("div",{class:"ae-lead"},"Cross-DF heterogeneity makes shared attention hurt"),t("ul",null,[t("li",null,"Cross-series attention hurts at this scale"),t("li",null,"Future work: dedicated multivariate fine-tuning for PMF")])])],-1)),t("div",h,[d(i,null,{default:s(()=>[...e[0]||(e[0]=[c("Univariate stays our default",-1)])]),_:1})])]),_:1},16)}}};export{b as default};
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assets/{md-BFOngcN9.js → md-BBEPGRJn.js}
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import{_ as p}from"./Callout-D44NXjfg.js";import{aL as m,o as a,b as _,w as r,g as s,j as o,ad as t,af as f,e as u,d as v,v as g,x as b,T as i}from"./modules/vue-CZamTkmS.js";import{_ as x}from"./assertion-evidence-B8cDdxTN.js";import{u as F,f as h}from"./slidev/context-Ch1IIjuh.js";import{_ as k}from"./index-CIas0rwA.js";import"./PageNo-bIvqdETk.js";import"./modules/shiki-COQlGosf.js";const w={class:"s18"},y={class:"flex justify-center mt-3 s18-cta"},T={__name:"slides.md__slidev_18",setup(C){const{$clicksContext:l,$frontmatter:n}=F();return l.setup(),(M,e)=>{const c=p,d=m("click");return a(),_(x,g(b(i(h)(i(n),17))),{default:r(()=>[s("div",w,[o(" For Process Model Forecasting — the two PMF-specific signals, boxed (four-logs hedge stays spoken) "),e[1]||(e[1]=s("div",{class:"s18-prac s18-pmf"},[s("div",{class:"s18-prac-label"},"For process mining"),s("div",{class:"s18-pmf-rows"},[s("div",{class:"s18-pmf-row"},[s("strong",null,"Zero-shot"),t(" is the new default of PMF · "),s("strong",null,"Fine-tuning is marginal"),t(" at this data scale")])])],-1)),o(" For practitioners — applied guidance (brand-tinted banner) "),e[2]||(e[2]=s("div",{class:"s18-prac"},[s("div",{class:"s18-prac-label"},"For practitioners"),s("div",{class:"s18-prac-body"},[t(" These TSFMs are "),s("strong",null,"tiny beside LLMs"),t(": deploy locally, forecast fast on a laptop, with little compute. ")])],-1)),o(" General CTA — the broadening close, the one amber Callout, on click "),f((a(),u("div",y,[v(c,null,{default:r(()=>[...e[0]||(e[0]=[t("Try TSFMs for your forecasts",-1)])]),_:1})])),[[d]])])]),_:1},16)}}},j=k(T,[["__scopeId","data-v-6ba56047"]]);export{j as default};
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assets/{md-DIcVEpCI.js → md-BMWHI9-X.js}
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import{aL as d,o,b as p,w as _,g as s,af as r,e as i,ad as t,v as m,x as f,T as c}from"./modules/vue-CZamTkmS.js";import{_ as v}from"./assertion-evidence-
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| 1 |
+
import{aL as d,o,b as p,w as _,g as s,af as r,e as i,ad as t,v as m,x as f,T as c}from"./modules/vue-CZamTkmS.js";import{_ as v}from"./assertion-evidence-B8cDdxTN.js";import{u,f as g}from"./slidev/context-Ch1IIjuh.js";import{_ as w}from"./index-CIas0rwA.js";import"./PageNo-bIvqdETk.js";import"./modules/shiki-COQlGosf.js";const x={class:"s17"},h={class:"s17-rows"},k={class:"s17-row"},B={class:"s17-row"},P={class:"s17-row"},C={__name:"slides.md__slidev_17",setup(T){const{$clicksContext:n,$frontmatter:l}=u();return n.setup(),($,e)=>{const a=d("click");return o(),p(v,m(f(c(g)(c(l),16))),{default:_(()=>[s("div",x,[s("div",h,[r((o(),i("div",k,[...e[0]||(e[0]=[s("span",{class:"s17-t"},"Beyond control flow",-1),t(),s("span",{class:"s17-sep"},"—",-1),t(),s("span",{class:"s17-d"},"add resources, decisions, richer relations",-1)])])),[[a,1]]),r((o(),i("div",B,[...e[1]||(e[1]=[s("span",{class:"s17-t"},"Smarter fine-tuning",-1),t(),s("span",{class:"s17-sep"},"—",-1),t(),s("span",{class:"s17-d"},"lightweight, incremental tuning for PMF",-1)])])),[[a,1]]),r((o(),i("div",P,[...e[2]||(e[2]=[s("span",{class:"s17-t"},"Larger log corpora",-1),t(),s("span",{class:"s17-sep"},"—",-1),t(),s("span",{class:"s17-d"},"bigger, higher-quality logs for a process-native model",-1)])])),[[a,1]])])])]),_:1},16)}}},V=w(C,[["__scopeId","data-v-1c2f79d2"]]);export{V as default};
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assets/{md-nTG-yQvE.js → md-BSI6HPQb.js}
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import{_ as i}from"./Callout-
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import{_ as i}from"./Callout-D44NXjfg.js";import{o as l,b as u,w as e,g as s,d as f,ad as m,v as d,x as p,T as o}from"./modules/vue-CZamTkmS.js";import{_ as c}from"./assertion-evidence-B8cDdxTN.js";import{u as _,f as g}from"./slidev/context-Ch1IIjuh.js";import"./index-CIas0rwA.js";import"./modules/shiki-COQlGosf.js";import"./PageNo-bIvqdETk.js";const x="/figures/ft-table.png",v={class:"flex justify-center mt-3"},w={__name:"slides.md__slidev_24",setup(b){const{$clicksContext:n,$frontmatter:a}=_();return n.setup(),(R,t)=>{const r=i;return l(),u(c,d(p(o(g)(o(a),23))),{default:e(()=>[t[1]||(t[1]=s("img",{src:x,class:"block mx-auto w-full max-h-[430px] object-contain rounded-lg",alt:"Fine-tuning results (paper Table 6) — MAE and RMSE for zero-shot, LoRA and full fine-tuning on five TSFMs across the four logs; gains over zero-shot are small and inconsistent, and MOIRAI-1.1-R-large full fine-tuning degrades sharply on BPI2019_1 (23.06 vs 12.30)"},null,-1)),s("div",v,[f(r,null,{default:e(()=>[...t[0]||(t[0]=[m("Gains are marginal and inconsistent — full fine-tuning can degrade",-1)])]),_:1})])]),_:1},16)}}};export{w as default};
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assets/{md-BI5KNNjZ.js → md-BW7tv8wC.js}
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import{o,b as i,w as r,g as e,v as n,x as c,T as l}from"./modules/vue-CZamTkmS.js";import{_ as u}from"./assertion-evidence-
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import{o,b as i,w as r,g as e,v as n,x as c,T as l}from"./modules/vue-CZamTkmS.js";import{_ as u}from"./assertion-evidence-B8cDdxTN.js";import{u as d,f as p}from"./slidev/context-Ch1IIjuh.js";import"./PageNo-bIvqdETk.js";import"./index-CIas0rwA.js";import"./modules/shiki-COQlGosf.js";const B={__name:"slides.md__slidev_26",setup(m){const{$clicksContext:t,$frontmatter:s}=d();return t.setup(),(f,a)=>(o(),i(u,n(c(l(p)(l(s),25))),{default:r(()=>[...a[0]||(a[0]=[e("div",{class:"ae-cols"},[e("div",{class:"ae-col"},[e("div",{class:"ae-collabel"},"XGBoost"),e("div",{class:"ae-lead"},"Tuned per dataset, not left at defaults"),e("ul",null,[e("li",null,"Optuna hyperparameter optimization, per dataset"),e("li",null,"Lagged features, daily aggregation")])]),e("div",{class:"ae-col"},[e("div",{class:"ae-collabel"},"LoRA / full fine-tuning"),e("div",{class:"ae-lead"},"Fully specified, reproducible recipe"),e("ul",null,[e("li",null,"LoRA r=2, α=4 on Q/K/V/O attention"),e("li",null,"Patch 16 · batch 32 · AdamW · LR 1e-4 · 3 epochs"),e("li",null,"Full fine-tuning uses each model's original recipe")])])],-1)])]),_:1},16))}};export{B as default};
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assets/md-BhCL--6g.css
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.s10[data-v-deb47240]{max-width:1040px;margin:0 auto}.s10-heading[data-v-deb47240]{font-size:40px;font-weight:700;color:var(--brand);line-height:1.12;letter-spacing:-.01em}.s10-rule[data-v-deb47240]{width:72px;height:5px;background:var(--accent);border-radius:3px;margin:20px 0 44px}.s10-list[data-v-deb47240]{display:flex;flex-direction:column;gap:32px}.s10-q[data-v-deb47240]{display:flex;align-items:flex-start;gap:24px}.s10-num[data-v-deb47240]{flex:none;width:48px;height:48px;border-radius:50%;display:flex;align-items:center;justify-content:center;background:var(--brand);color:#fff;font-weight:700;font-size:25px;line-height:1;font-variant-numeric:tabular-nums}.s10-num--amber[data-v-deb47240]{background:var(--accent);color:var(--ink)}.s10-text[data-v-deb47240]{font-size:30px;line-height:1.4;color:var(--ink);padding-top:7px}.s10-text strong[data-v-deb47240]{color:var(--brand);font-weight:700}.s10-q--open .s10-text strong[data-v-deb47240]{color:#b06317}
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assets/{md-BY0chVOS.js → md-Bn7Qx5kc.js}
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import{_ as l}from"./Callout-
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import{_ as l}from"./Callout-D44NXjfg.js";import{o as i,b as m,w as o,g as s,d as p,ad as c,v as _,x as u,T as e}from"./modules/vue-CZamTkmS.js";import{_ as f}from"./assertion-evidence-B8cDdxTN.js";import{u as d,f as x}from"./slidev/context-Ch1IIjuh.js";import"./index-CIas0rwA.js";import"./modules/shiki-COQlGosf.js";import"./PageNo-bIvqdETk.js";const b="/figures/er-bars.png",g={class:"flex justify-center mt-3"},N={__name:"slides.md__slidev_25",setup(v){const{$clicksContext:a,$frontmatter:r}=d();return a.setup(),(B,t)=>{const n=l;return i(),m(f,_(u(e(x)(e(r),24))),{default:o(()=>[t[1]||(t[1]=s("img",{src:b,class:"block mx-auto w-full max-h-[400px] object-contain rounded-lg",alt:"Entropic Relevance across four logs — TSFMs match baselines on BPI2017, BPI2019_1 and Hospital Billing, but trail far behind on Sepsis (bottom-left panel)"},null,-1)),s("div",g,[p(n,null,{default:o(()=>[...t[0]||(t[0]=[c("Sepsis (bottom-left): ER far above the rest — TSFMs worst",-1)])]),_:1})])]),_:1},16)}}};export{N as default};
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assets/{md-B1I1GQy8.js → md-Bpf-ls04.js}
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import{o as l,b as i,w as c,g as t,j as s,ad as n,v as d,x as m,T as o}from"./modules/vue-CZamTkmS.js";import{_ as p}from"./assertion-evidence-
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import{o as l,b as i,w as c,g as t,j as s,ad as n,v as d,x as m,T as o}from"./modules/vue-CZamTkmS.js";import{_ as p}from"./assertion-evidence-B8cDdxTN.js";import{u as f,f as _}from"./slidev/context-Ch1IIjuh.js";import{_ as h}from"./index-CIas0rwA.js";import"./PageNo-bIvqdETk.js";import"./modules/shiki-COQlGosf.js";const x="/figures/s6-drift-xgb-box.png",g="/figures/s6-intermittent-xgb-arrow.png",u={__name:"slides.md__slidev_6",setup(v){const{$clicksContext:r,$frontmatter:a}=f();return r.setup(),(b,e)=>(l(),i(p,d(m(o(_)(o(a),5))),{default:c(()=>[...e[0]||(e[0]=[t("div",{class:"grid grid-cols-2 gap-8 mt-3",style:{height:"350px"}},[s(" LEFT — drift: XGBoost misses the drop "),t("div",{class:"flex flex-col"},[t("div",{class:"s6-panel-label"},"Drift: XGBoost stays high, misses the drop"),t("img",{src:x,class:"block w-full object-contain rounded-lg",style:{"max-height":"280px"},alt:"BPI2017 drift — XGBoost stays elevated while the truth collapses late, amber box over the back-half"}),t("div",{class:"s6-cap"},"BPI2017 · Sent → Cancelled")]),s(" RIGHT — intermittent: XGBoost overshoots the zeros "),t("div",{class:"flex flex-col"},[t("div",{class:"s6-panel-label"},"Intermittent: XGBoost overshoots the zeros"),t("img",{src:g,class:"block w-full object-contain rounded-lg",style:{"max-height":"280px"},alt:"BPI2019_1 intermittent — XGBoost hallucinates 40–71 where the truth is mostly zero, amber arrow at an overshoot peak"}),t("div",{class:"s6-cap"},"BPI2019_1 · Cancel → Record Invoice Receipt")])],-1),t("div",{class:"mt-4 text-center",style:{"font-size":"20px",color:"#334155"}},[t("strong",{style:{color:"var(--brand)"}},"XGBoost"),n(": the recommended top forecaster in the prior benchmark (Yu et al. 2025) ")],-1)])]),_:1},16))}},P=h(u,[["__scopeId","data-v-ac288f66"]]);export{P as default};
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assets/{md-DMA1qHpL.js → md-CKLGNKcA.js}
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import{o as l,b as o,w as d,g as s,ad as e,v as c,x as n,T as t}from"./modules/vue-CZamTkmS.js";import{_ as x}from"./assertion-evidence-
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+
import{o as l,b as o,w as d,g as s,ad as e,v as c,x as n,T as t}from"./modules/vue-CZamTkmS.js";import{_ as x}from"./assertion-evidence-B8cDdxTN.js";import{u as p,f as h}from"./slidev/context-Ch1IIjuh.js";import{_ as f}from"./index-CIas0rwA.js";import"./PageNo-bIvqdETk.js";import"./modules/shiki-COQlGosf.js";const m={__name:"slides.md__slidev_12",setup(y){const{$clicksContext:i,$frontmatter:r}=p();return i.setup(),(_,a)=>(l(),o(x,c(n(t(h)(t(r),11))),{default:d(()=>[...a[0]||(a[0]=[s("div",{class:"s12-wrap mt-0"},[s("div",{class:"s12-schem"},[s("div",{class:"s12-schem-title"},"Expanding window · stride = 1 day · 7-day horizon"),s("svg",{viewBox:"0 0 600 224",class:"s12-svg",role:"img","aria-label":"Expanding-window evaluation: history grows one day per step, each step forecasts 7 days"},[s("rect",{x:"72",y:"26",width:"188",height:"26",rx:"4",fill:"#00407a"}),s("rect",{x:"260",y:"26",width:"84",height:"26",rx:"4",fill:"#dd8a2e"}),s("rect",{x:"72",y:"66",width:"214",height:"26",rx:"4",fill:"#00407a"}),s("rect",{x:"286",y:"66",width:"84",height:"26",rx:"4",fill:"#dd8a2e"}),s("rect",{x:"72",y:"106",width:"240",height:"26",rx:"4",fill:"#00407a"}),s("rect",{x:"312",y:"106",width:"84",height:"26",rx:"4",fill:"#dd8a2e"}),s("rect",{x:"72",y:"146",width:"266",height:"26",rx:"4",fill:"#00407a",opacity:"0.4"}),s("rect",{x:"338",y:"146",width:"84",height:"26",rx:"4",fill:"#dd8a2e",opacity:"0.4"}),s("text",{x:"26",y:"99",class:"s12-side","text-anchor":"middle",transform:"rotate(-90 26 99)"},"+1 day per step"),s("line",{x1:"72",y1:"188",x2:"560",y2:"188",class:"s12-axis"}),s("text",{x:"558",y:"206",class:"s12-axis-lbl","text-anchor":"end"},"Day →")]),s("div",{class:"s12-legend"},[s("span",null,[s("i",{class:"s12-sw s12-sw--navy"}),e("history")]),s("span",null,[s("i",{class:"s12-sw s12-sw--amber"}),e("7-day forecast")])])]),s("div",{class:"s12-strip"},[s("span",{class:"s12-pill"},"daily DF aggregation"),s("span",{class:"s12-pill"},"baselines · seasonal-naive + XGBoost"),s("span",{class:"s12-pill"},"univariate inference")])],-1)])]),_:1},16))}},k=f(m,[["__scopeId","data-v-b0604fe6"]]);export{k as default};
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assets/{md-DmeGpXl3.js → md-CQBJYljb.js}
RENAMED
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import{o as s,e as t,T as o,t as l,j as c,i as m,b as v,w as p,g as r,ad as i,v as f,x as g}from"./modules/vue-CZamTkmS.js";import{u as _,f as y}from"./slidev/context-
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import{o as s,e as t,T as o,t as l,j as c,i as m,b as v,w as p,g as r,ad as i,v as f,x as g}from"./modules/vue-CZamTkmS.js";import{u as _,f as y}from"./slidev/context-Ch1IIjuh.js";import{_ as h}from"./index-CIas0rwA.js";import"./modules/shiki-COQlGosf.js";const b={class:"slidev-layout ae-cover"},k=["src"],w={key:1,class:"cover-eyebrow"},x=["src"],S={key:3,class:"cover-venue",style:{"white-space":"pre-line"}},C={__name:"cover",setup(d){const{$frontmatter:e}=_();return(a,u)=>(s(),t("div",b,[o(e).eyebrowImage?(s(),t("img",{key:0,src:o(e).eyebrowImage,class:"cover-eyebrow-logo",alt:"CAiSE 2026"},null,8,k)):o(e).eyebrow?(s(),t("div",w,l(o(e).eyebrow),1)):c("v-if",!0),m(a.$slots,"default"),o(e).logo?(s(),t("img",{key:2,src:o(e).logo,class:"cover-logo",alt:"KU Leuven · LIRIS"},null,8,x)):c("v-if",!0),o(e).venue?(s(),t("div",S,l(o(e).venue),1)):c("v-if",!0)]))}},I={__name:"slides.md__slidev_1",setup(d){const{$clicksContext:e,$frontmatter:a}=_();return e.setup(),(u,n)=>(s(),v(C,f(g(o(y)(o(a),0))),{default:p(()=>[...n[0]||(n[0]=[r("h1",null,[i("Time Series Foundation Models"),r("br"),i("for Process Model Forecasting")],-1),r("div",{class:"cover-bar"},null,-1),r("div",{class:"cover-authors"},"Yongbo Yu · Jari Peeperkorn · Johannes De Smedt · Jochen De Weerdt",-1)])]),_:1},16))}},D=h(I,[["__scopeId","data-v-088d9758"]]);export{D as default};
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assets/{md-B1UxDSPD.js → md-CTDIE4oQ.js}
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import{o as r,b as l,w as i,g as e,v as n,x as c,T as s}from"./modules/vue-CZamTkmS.js";import{_ as u}from"./assertion-evidence-
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+
import{o as r,b as l,w as i,g as e,v as n,x as c,T as s}from"./modules/vue-CZamTkmS.js";import{_ as u}from"./assertion-evidence-B8cDdxTN.js";import{u as d,f as p}from"./slidev/context-Ch1IIjuh.js";import"./PageNo-bIvqdETk.js";import"./index-CIas0rwA.js";import"./modules/shiki-COQlGosf.js";const x={__name:"slides.md__slidev_29",setup(m){const{$clicksContext:t,$frontmatter:o}=d();return t.setup(),(f,a)=>(r(),l(u,n(c(s(p)(s(o),28))),{default:i(()=>[...a[0]||(a[0]=[e("div",{class:"ae-cols"},[e("div",{class:"ae-col"},[e("div",{class:"ae-collabel"},"What we tested — 7 days"),e("div",{class:"ae-lead"},"Chosen to match every reference point"),e("ul",null,[e("li",null,"Matches the Yu 2025 benchmark cadence"),e("li",null,"Matches the source logs' reporting cadence"),e("li",null,"Comparable to TSFM pretraining horizons")])]),e("div",{class:"ae-col"},[e("div",{class:"ae-collabel"},"What remains open — 30+ days"),e("div",{class:"ae-lead"},"Longer horizons stay future work"),e("ul",null,[e("li",null,"Longer horizons untested here"),e("li",null,"Future work: pair forecasts with drift detection")])])],-1)])]),_:1},16))}};export{x as default};
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assets/{md-rLkBbld3.js → md-ChS77cA2.js}
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import{_ as n}from"./Callout-
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import{_ as n}from"./Callout-D44NXjfg.js";import{o as l,b as c,w as s,g as t,d as m,ad as d,v as p,x as u,T as o}from"./modules/vue-CZamTkmS.js";import{_ as f}from"./assertion-evidence-B8cDdxTN.js";import{u as _,f as v}from"./slidev/context-Ch1IIjuh.js";import"./index-CIas0rwA.js";import"./modules/shiki-COQlGosf.js";import"./PageNo-bIvqdETk.js";const x={class:"flex justify-center mt-4"},z={__name:"slides.md__slidev_28",setup(g){const{$clicksContext:r,$frontmatter:a}=_();return r.setup(),(h,e)=>{const i=n;return l(),c(f,p(u(o(v)(o(a),27))),{default:s(()=>[e[1]||(e[1]=t("div",{class:"dense",style:{"max-width":"1000px","margin-left":"auto","margin-right":"auto"}},[t("div",{class:"ae-lead text-center"},"790 trace variants over 999 cases — huge variant tail, sparse DF activity"),t("div",{class:"text-center mt-4",style:{"font-size":"16px",color:"var(--neutral)"}}," ER fitting ratio — higher = easier to encode · lower = harder "),t("div",{class:"text-center mt-1",style:{"font-size":"19px",color:"var(--ink)"}}," Truth 100% · Training 77.9% · Naive 39.4% · XGBoost 74.6% "),t("div",{class:"text-center mt-1",style:{"font-size":"19px",color:"var(--brand)","font-weight":"700"}}," Chronos-2 13.2% · MOIRAI-2.0 4.1% · TimesFM-2.5 17.5% "),t("div",{class:"text-center mt-3",style:{color:"var(--neutral)"}},"All models struggle; the TSFMs struggle most.")],-1)),t("div",x,[m(i,null,{default:s(()=>[...e[0]||(e[0]=[d("ER exception only — Sepsis still wins on MAE (MOIRAI-2.0 ↓28%)",-1)])]),_:1})])]),_:1},16)}}};export{z as default};
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assets/{md-BLel6lXo.js → md-CxyPjZjU.js}
RENAMED
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-
import{o as i,b as n,w as d,g as s,j as e,ad as a,v as c,x as p,T as r}from"./modules/vue-CZamTkmS.js";import{_ as m}from"./assertion-evidence-
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import{o as i,b as n,w as d,g as s,j as e,ad as a,v as c,x as p,T as r}from"./modules/vue-CZamTkmS.js";import{_ as m}from"./assertion-evidence-B8cDdxTN.js";import{u,f}from"./slidev/context-Ch1IIjuh.js";import{_ as v}from"./index-CIas0rwA.js";import"./PageNo-bIvqdETk.js";import"./modules/shiki-COQlGosf.js";const _={__name:"slides.md__slidev_9",setup(g){const{$clicksContext:t,$frontmatter:l}=u();return t.setup(),(b,o)=>(i(),n(m,c(p(r(f)(r(l),8))),{default:d(()=>[...o[0]||(o[0]=[s("div",{class:"s9-flow"},[e(' ROW 1 — our data: complex + short (number dropped; "small" sharpened to short series → few samples) '),s("div",{class:"s9-row"},[s("div",{class:"s9-tag"},"our data"),s("div",{class:"s9-line"},[s("div",{class:"s9-sub"},[s("span",{class:"s9-lead"},[a("complex signal · "),s("strong",{class:"s9-em"},"short series (few samples)")])]),s("div",{class:"s9-sub"},[s("span",{class:"s9-arr"},"→"),s("span",{class:"s9-out s9-out--bad"},[a("from-scratch models "),s("strong",null,"overfit")])])])]),e(" pivot connector "),s("div",{class:"s9-so"},"so"),e(" THE BET — the focal claim: a foundation model brings a prior "),s("div",{class:"s9-row s9-row--bet"},[s("div",{class:"s9-tag s9-tag--brand"},"TSFM"),s("div",{class:"s9-line"},[s("div",{class:"s9-sub"},[s("span",{class:"s9-lead s9-lead--brand"},"pretrained on"),s("span",{class:"s9-chip s9-chip--big"},"a wide range of time series from various domains")]),s("div",{class:"s9-sub"},[s("span",{class:"s9-arr s9-arr--brand"},"→"),s("span",{class:"s9-out s9-out--good"},[s("strong",null,"general forecasting knowledge"),a(", not a fresh fit")])])])])],-1),s("div",{class:"s9-caveat"},[a("No event logs in pretraining, "),s("em",null,"to our knowledge"),a(".")],-1)])]),_:1},16))}},C=v(_,[["__scopeId","data-v-4165a4ce"]]);export{C as default};
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assets/{md-Bk1O0Wcq.js → md-CzcunVWZ.js}
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import{o,b as r,w as n,g as e,v as i,x as c,T as s}from"./modules/vue-CZamTkmS.js";import{_ as d}from"./assertion-evidence-
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import{o,b as r,w as n,g as e,v as i,x as c,T as s}from"./modules/vue-CZamTkmS.js";import{_ as d}from"./assertion-evidence-B8cDdxTN.js";import{u as m,f as u}from"./slidev/context-Ch1IIjuh.js";import"./PageNo-bIvqdETk.js";import"./index-CIas0rwA.js";import"./modules/shiki-COQlGosf.js";const g={__name:"slides.md__slidev_21",setup(p){const{$clicksContext:l,$frontmatter:t}=m();return l.setup(),(v,a)=>(o(),r(d,i(c(s(u)(s(t),20))),{default:n(()=>[...a[0]||(a[0]=[e("div",{class:"ae-cols"},[e("div",{class:"ae-col"},[e("div",{class:"ae-collabel"},"Seasonal-Naive"),e("div",{class:"ae-lead"},"Strongest non-trained baseline"),e("ul",null,[e("li",null,"7-day lag matches the weekly cadence")])]),e("div",{class:"ae-col"},[e("div",{class:"ae-collabel"},"XGBoost"),e("div",{class:"ae-lead"},"Strongest trained ML baseline"),e("ul",null,[e("li",null,"Recommended by the Yu 2025 benchmark")])])],-1),e("div",{class:"text-center mt-10",style:{"font-size":"20px",color:"var(--neutral)"}},"Not cherry-picked — the full ranking lives in the Yu 2025 benchmark.",-1)])]),_:1},16))}};export{g as default};
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assets/{md-BmhR_QV9.js → md-Czx4xdSf.js}
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import{o as r,b as o,w as n,g as t,e as c,ad as e,v as f,x,T as i}from"./modules/vue-CZamTkmS.js";import{_ as y}from"./assertion-evidence-
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import{o as r,b as o,w as n,g as t,e as c,ad as e,v as f,x,T as i}from"./modules/vue-CZamTkmS.js";import{_ as y}from"./assertion-evidence-B8cDdxTN.js";import{u as m,f as h}from"./slidev/context-Ch1IIjuh.js";import{_ as d}from"./index-CIas0rwA.js";import"./PageNo-bIvqdETk.js";import"./modules/shiki-COQlGosf.js";const p={class:"s11-evidence"},v={viewBox:"-70 0 1010 430",width:"100%",style:{display:"block"}},u={__name:"slides.md__slidev_11",setup(k){const{$clicksContext:a,$frontmatter:s}=m();return a.setup(),(w,l)=>(r(),o(y,f(x(i(h)(i(s),10))),{default:n(()=>[t("div",p,[(r(),c("svg",v,[...l[0]||(l[0]=[t("line",{x1:"95",y1:"40",x2:"95",y2:"345",stroke:"var(--neutral)","stroke-width":"1.5"},null,-1),t("line",{x1:"95",y1:"345",x2:"760",y2:"345",stroke:"var(--neutral)","stroke-width":"1.5"},null,-1),t("text",{transform:"translate(28,192) rotate(-90)","text-anchor":"middle",style:{"font-size":"16px"},fill:"var(--neutral)","font-weight":"600"},"model size (params, log)",-1),t("text",{x:"428",y:"393","text-anchor":"middle",style:{"font-size":"16px"},fill:"var(--neutral)","font-weight":"600"},"release date",-1),t("line",{x1:"95",y1:"320.6",x2:"760",y2:"320.6",stroke:"var(--neutral-soft)","stroke-width":"1","stroke-dasharray":"2 4",opacity:"0.5"},null,-1),t("text",{x:"85",y:"324.6","text-anchor":"end",style:{"font-size":"16px"},fill:"var(--neutral)"},"10M",-1),t("line",{x1:"95",y1:"162.8",x2:"760",y2:"162.8",stroke:"var(--neutral-soft)","stroke-width":"1","stroke-dasharray":"2 4",opacity:"0.5"},null,-1),t("text",{x:"85",y:"166.8","text-anchor":"end",style:{"font-size":"16px"},fill:"var(--neutral)"},"100M",-1),t("line",{x1:"95",y1:"52.5",x2:"760",y2:"52.5",stroke:"var(--neutral-soft)","stroke-width":"1","stroke-dasharray":"2 4",opacity:"0.5"},null,-1),t("text",{x:"85",y:"56.5","text-anchor":"end",style:{"font-size":"16px"},fill:"var(--neutral)"},"500M",-1),t("text",{x:"95.0",y:"371","text-anchor":"middle",style:{"font-size":"16px"},fill:"var(--neutral)","font-weight":"600"},"2024",-1),t("text",{x:"427.5",y:"371","text-anchor":"middle",style:{"font-size":"16px"},fill:"var(--neutral)","font-weight":"600"},"2025",-1),t("text",{x:"760.0",y:"371","text-anchor":"middle",style:{"font-size":"16px"},fill:"var(--neutral)","font-weight":"600"},"2026",-1),t("rect",{x:"387.3",y:"106.6",width:"14",height:"236.3",rx:"7",fill:"var(--family-chronos)",opacity:"0.14"},null,-1),t("rect",{x:"387.3",y:"106.6",width:"14",height:"236.3",rx:"7",fill:"none",stroke:"var(--family-chronos)","stroke-width":"1",opacity:"0.40"},null,-1),t("rect",{x:"254.2",y:"78.0",width:"14",height:"226.5",rx:"7",fill:"var(--family-moirai)",opacity:"0.14"},null,-1),t("rect",{x:"254.2",y:"78.0",width:"14",height:"226.5",rx:"7",fill:"none",stroke:"var(--family-moirai)","stroke-width":"1",opacity:"0.40"},null,-1),t("circle",{cx:"394.3",cy:"335.8",r:"5",fill:"var(--family-chronos)"},null,-1),t("circle",{cx:"394.3",cy:"269.7",r:"5",fill:"var(--family-chronos)"},null,-1),t("circle",{cx:"394.3",cy:"213.1",r:"5",fill:"var(--family-chronos)"},null,-1),t("circle",{cx:"394.3",cy:"113.6",r:"5",fill:"var(--family-chronos)"},null,-1),t("circle",{cx:"693.5",cy:"150.3",r:"11",fill:"none",stroke:"var(--accent)","stroke-width":"3.5"},null,-1),t("circle",{cx:"693.5",cy:"150.3",r:"6.5",fill:"var(--family-chronos)"},null,-1),t("circle",{cx:"261.2",cy:"297.5",r:"5",fill:"var(--family-moirai)"},null,-1),t("circle",{cx:"261.2",cy:"85.0",r:"5",fill:"var(--family-moirai)"},null,-1),t("circle",{cx:"354.3",cy:"173.1",r:"5",fill:"var(--family-moirai)"},null,-1),t("circle",{cx:"627.0",cy:"311.6",r:"11",fill:"none",stroke:"var(--accent)","stroke-width":"3.5"},null,-1),t("circle",{cx:"627.0",cy:"311.6",r:"6.5",fill:"var(--family-moirai)"},null,-1),t("circle",{cx:"221.4",cy:"115.3",r:"5",fill:"var(--family-timesfm)"},null,-1),t("circle",{cx:"434.1",cy:"52.5",r:"5",fill:"var(--family-timesfm)"},null,-1),t("circle",{cx:"663.6",cy:"115.3",r:"11",fill:"none",stroke:"var(--accent)","stroke-width":"3.5"},null,-1),t("circle",{cx:"663.6",cy:"115.3",r:"6.5",fill:"var(--family-timesfm)"},null,-1),t("text",{x:"394.3",y:"98.6","text-anchor":"middle",style:{"font-size":"18px"},"font-weight":"700",fill:"var(--family-chronos)"},"Chronos Bolt",-1),t("text",{x:"710.5",y:"155.3","text-anchor":"start",style:{"font-size":"18px"},"font-weight":"700",fill:"var(--family-chronos)"},"Chronos-2",-1),t("text",{x:"261.2",y:"70.0","text-anchor":"middle",style:{"font-size":"18px"},"font-weight":"700",fill:"var(--ink)"},"MOIRAI-1.1",-1),t("text",{x:"340.3",y:"177.1","text-anchor":"end",style:{"font-size":"18px"},"font-weight":"700",fill:"var(--ink)"},"MOIRAI-MoE",-1),t("text",{x:"340.3",y:"195.1","text-anchor":"end",style:{"font-size":"14px"},fill:"var(--neutral)"},"86M active · 935M total",-1),t("text",{x:"644.0",y:"316.6","text-anchor":"start",style:{"font-size":"18px"},"font-weight":"700",fill:"var(--ink)"},"MOIRAI-2.0",-1),t("text",{x:"209.4",y:"120.3","text-anchor":"end",style:{"font-size":"18px"},"font-weight":"700",fill:"var(--family-timesfm)"},"TimesFM-1.0",-1),t("text",{x:"448.1",y:"56.5","text-anchor":"start",style:{"font-size":"18px"},"font-weight":"700",fill:"var(--family-timesfm)"},"TimesFM-2.0",-1),t("text",{x:"680.6",y:"120.3","text-anchor":"start",style:{"font-size":"18px"},"font-weight":"700",fill:"var(--family-timesfm)"},"TimesFM-2.5",-1)])])),l[1]||(l[1]=t("div",{class:"s11-strip"},[t("span",{class:"s11-pill s11-pill--zs"},[e("zero-shot "),t("span",{class:"ct"},"12")]),t("span",{class:"s11-pill"},[e("Low-Rank Adaptation (LoRA) "),t("span",{class:"ct"},"4")]),t("span",{class:"s11-pill"},[e("full fine-tuning "),t("span",{class:"ct"},"5")])],-1))])]),_:1},16))}},R=d(u,[["__scopeId","data-v-ed1d1bc4"]]);export{R as default};
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assets/{md-DqmAczud.js → md-D33qndAU.js}
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import{aL as c,o as r,b as m,w as _,g as s,j as a,af as i,e as p,ad as o,v as f,x as g,T as l}from"./modules/vue-CZamTkmS.js";import{_ as u}from"./assertion-evidence-
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import{aL as c,o as r,b as m,w as _,g as s,j as a,af as i,e as p,ad as o,v as f,x as g,T as l}from"./modules/vue-CZamTkmS.js";import{_ as u}from"./assertion-evidence-B8cDdxTN.js";import{u as v,f as h}from"./slidev/context-Ch1IIjuh.js";import{_ as x}from"./index-CIas0rwA.js";import"./PageNo-bIvqdETk.js";import"./modules/shiki-COQlGosf.js";const I="/figures/s6-drift-xgb.png",b="/figures/s14-drift-tsfm.png",w="/figures/s6-intermittent-xgb.png",B="/figures/s14-intermittent-tsfm.png",k={class:"grid grid-cols-2 gap-8 mt-3",style:{height:"330px"}},y={class:"flex flex-col"},P={class:"s14-stack"},R={src:I,class:"s14-img",alt:"BPI2017 drift — XGBoost stays high while truth collapses late"},T={src:b,class:"s14-img s14-img--over",alt:"BPI2017 drift revealed — MOIRAI-2.0 dips toward the truth in the boxed back-half where XGBoost stays elevated"},z={class:"flex flex-col"},C={class:"s14-stack"},M={src:w,class:"s14-img",alt:"BPI2019_1 intermittent — XGBoost hallucinates 40–71 where truth is mostly zero"},S={src:B,class:"s14-img s14-img--over",alt:"BPI2019_1 intermittent revealed — MOIRAI-2.0 holds near zero (amber arrow), no false bursts, no spikes"},A={class:"mt-4 text-left",style:{"font-size":"20px",color:"#334155","line-height":"1.5",width:"fit-content","margin-left":"auto","margin-right":"auto"}},D={__name:"slides.md__slidev_14",setup(G){const{$clicksContext:n,$frontmatter:d}=v();return n.setup(),(N,t)=>{const e=c("click");return r(),m(u,f(g(l(h)(l(d),13))),{default:_(()=>[s("div",k,[a(" LEFT — drift: reveal MOIRAI-2.0 + amber adaptation box "),s("div",y,[t[0]||(t[0]=s("div",{class:"s14-panel-label"},"Drift: tracked",-1)),s("div",P,[i(s("img",R,null,512),[[e,1,void 0,{hide:!0}]]),i(s("img",T,null,512),[[e,1]])]),t[1]||(t[1]=s("div",{class:"s14-cap"},"BPI2017 · Sent → Cancelled",-1))]),a(" RIGHT — sparsity: reveal MOIRAI-2.0 + amber arrow to the zero line "),s("div",z,[t[2]||(t[2]=s("div",{class:"s14-panel-label"},"Sparsity: controlled",-1)),s("div",C,[i(s("img",M,null,512),[[e,1,void 0,{hide:!0}]]),i(s("img",S,null,512),[[e,1]])]),t[3]||(t[3]=s("div",{class:"s14-cap"},"BPI2019_1 · Cancel → Record Invoice Receipt",-1))])]),i((r(),p("div",A,[...t[4]||(t[4]=[s("div",null,[o("Drift: TSFM misses the initial drop, then "),s("strong",{style:{color:"var(--brand)"}},"adapts"),o(". A growing history window, no retraining.")],-1),s("div",null,[o("Sparsity: TSFM holds near zero. No false bursts, but "),s("strong",null,"no spikes either"),o(".")],-1)])])),[[e,1]])]),_:1},16)}}},L=x(D,[["__scopeId","data-v-c344ee46"]]);export{L as default};
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assets/{md-BvSHvUIS.js → md-D5MfDGpq.js}
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import{o as r,e as l,i as u,ad as c,b as i,w as m,g as t,v as d,x as f,T as a}from"./modules/vue-CZamTkmS.js";import{_ as p}from"./index-CIas0rwA.js";import{u as _,f as v}from"./slidev/context-Ch1IIjuh.js";import"./modules/shiki-COQlGosf.js";const g="/logos/kuleuven-liris.png",x={},b={class:"slidev-layout end"};function y(o,e){return r(),l("div",b,[u(o.$slots,"default",{},()=>[e[0]||(e[0]=c("END",-1))],!0)])}const h=p(x,[["render",y],["__scopeId","data-v-61e4aa10"]]),Y={__name:"slides.md__slidev_20",setup(o){const{$clicksContext:e,$frontmatter:n}=_();return e.setup(),(k,s)=>(r(),i(h,d(f(a(v)(a(n),19))),{default:m(()=>[...s[0]||(s[0]=[t("h1",null,"Thank you",-1),t("div",{class:"text-2xl mt-4",style:{color:"var(--neutral)"}}," Questions, please. ",-1),t("div",{class:"mt-10 text-lg"},[t("a",{href:"mailto:yongbo.yu@kuleuven.be",style:{color:"var(--brand)","font-weight":"600"}},"yongbo.yu@kuleuven.be"),t("span",{style:{color:"var(--neutral-soft)"}}," · "),t("a",{href:"https://github.com/YongboYu/pmf-tsfm",style:{color:"var(--brand)","font-weight":"600"}},"github.com/YongboYu/pmf-tsfm")],-1),t("img",{src:g,class:"h-12 mx-auto mt-12",alt:"KU Leuven · LIRIS"},null,-1)])]),_:1},16))}};export{Y as default};
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assets/{md-DsWGWXpD.css → md-DZ1tVds7.css}
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.slidev-layout.end[data-v-61e4aa10]{display:grid;height:100%;-webkit-user-select:none;user-select:none;place-content:center;--un-bg-opacity:1;background-color:rgb(0 0 0 / var(--un-bg-opacity));text-align:center;font-size:1.25rem;line-height:1.75rem;--un-text-opacity:1;color:rgb(255 255 255 / var(--un-text-opacity));--un-text-opacity:.85;letter-spacing:.1em}.slidev-layout.ty-light{background:radial-gradient(1100px 500px at 78% -8%,#eaf1f8,#eaf1f800 60%),var(--surface)!important;color:var(--ink)!important;text-align:center}.slidev-layout.ty-light h1{color:var(--brand)!important}
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assets/{md-By7USaRF.js → md-Dw7OShh3.js}
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import{_ as u}from"./Callout-
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import{_ as u}from"./Callout-D44NXjfg.js";import{aL as f,o as s,b as _,w as r,g as e,ad as o,af as l,e as n,d as c,v,x as g,T as d}from"./modules/vue-CZamTkmS.js";import{_ as x}from"./assertion-evidence-B8cDdxTN.js";import{u as b,f as h}from"./slidev/context-Ch1IIjuh.js";import"./index-CIas0rwA.js";import"./modules/shiki-COQlGosf.js";import"./PageNo-bIvqdETk.js";const w="/figures/er-hospital-billing.png",y={class:"relative"},k={class:"absolute",style:{left:"40%",top:"14%"}},T={class:"absolute",style:{left:"58%",top:"40%"}},D={__name:"slides.md__slidev_16",setup(B){const{$clicksContext:m,$frontmatter:p}=b();return m.setup(),(C,t)=>{const a=u,i=f("click");return s(),_(x,v(g(d(h)(d(p),15))),{default:r(()=>[t[3]||(t[3]=e("div",{class:"text-center mb-3",style:{"font-size":"19px","max-width":"1040px","margin-left":"auto","margin-right":"auto"}},[e("b",{style:{color:"var(--ink)"}},"Entropic Relevance (ER):"),o(),e("span",{style:{color:"var(--neutral)"}},"average bits to encode one log trace with the forecasted process model ·"),o(),e("b",{style:{color:"var(--brand)"}},"lower = better")],-1)),e("div",y,[t[2]||(t[2]=e("img",{src:w,class:"block mx-auto w-full max-h-[380px] object-contain rounded-lg",alt:"Hospital Billing ER — reusing the historical (Training) model is far worse than any forecast; the five forecasts cluster close together"},null,-1)),l((s(),n("div",k,[c(a,{dir:"left"},{default:r(()=>[...t[0]||(t[0]=[o("Forecast ≫ the static discovery model over training set",-1)])]),_:1})])),[[i,1]]),l((s(),n("div",T,[c(a,{dir:"down"},{default:r(()=>[...t[1]||(t[1]=[o("TSFMs ≈ baselines",-1)])]),_:1})])),[[i,2]])]),t[4]||(t[4]=e("div",{class:"caption text-center mt-2",style:{color:"var(--neutral)"}},"Hospital Billing · Truth = ideal floor · Training = the discovered model, reused unchanged across the horizon",-1))]),_:1},16)}}};export{D as default};
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assets/{md-2-_NAqid.js → md-KwgLmFjp.js}
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import{o as i,b as n,w as r,g as s,ad as e,v as d,x as p,T as a}from"./modules/vue-CZamTkmS.js";import{_ as v}from"./two-col-evidence-
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import{o as i,b as n,w as r,g as s,ad as e,v as d,x as p,T as a}from"./modules/vue-CZamTkmS.js";import{_ as v}from"./two-col-evidence-BJy_vMOO.js";import{u as x,f}from"./slidev/context-Ch1IIjuh.js";import{_ as k}from"./index-CIas0rwA.js";import"./PageNo-bIvqdETk.js";import"./modules/shiki-COQlGosf.js";const y={__name:"slides.md__slidev_3",setup(w){const{$clicksContext:t,$frontmatter:c}=x();return t.setup(),(m,l)=>(i(),n(v,d(p(a(f)(a(c),2))),{left:r(o=>[...l[0]||(l[0]=[s("div",{class:"s3-collabel"},"Predictive Process Monitoring (PPM)",-1),s("div",{class:"s3-level"},"Scope: case-level",-1),s("div",{class:"s3-trace"},[s("span",{class:"s3-pill"},"Create"),s("span",{class:"s3-arrow"},"→"),s("span",{class:"s3-pill"},"Assess"),s("span",{class:"s3-arrow"},"→"),s("span",{class:"s3-pill s3-pill-q"},"?")],-1),s("div",{class:"s3-tasks"},[s("div",{class:"s3-task"},[s("span",{class:"s3-task-q"},[e('"Will '),s("strong",null,"this"),e(' loan be cancelled?"')])]),s("div",{class:"s3-task"},[s("span",{class:"s3-task-q"},[e('"What does '),s("strong",null,"this"),e(' applicant do next?"')])])],-1),s("div",{class:"s3-horizon"},"Horizon: the rest of one case",-1)])]),right:r(o=>[...l[1]||(l[1]=[s("div",{class:"s3-collabel"},"Process Model Forecasting (PMF)",-1),s("div",{class:"s3-level"},"Scope: system-level",-1),s("div",{class:"s3-flow"},[s("span",{class:"s3-pill"},"Log window"),s("span",{class:"s3-arrow"},"→"),s("div",{class:"s3-dfg"},[s("svg",{viewBox:"0 0 84 64",width:"116",height:"88"},[s("line",{x1:"12",y1:"32",x2:"40",y2:"16",stroke:"#475569","stroke-width":"2"}),s("line",{x1:"12",y1:"32",x2:"40",y2:"48",stroke:"#475569","stroke-width":"2"}),s("line",{x1:"40",y1:"16",x2:"70",y2:"32",stroke:"#475569","stroke-width":"2"}),s("line",{x1:"40",y1:"48",x2:"70",y2:"32",stroke:"#475569","stroke-width":"2"}),s("circle",{cx:"12",cy:"32",r:"5",fill:"var(--brand)"}),s("circle",{cx:"40",cy:"16",r:"5",fill:"var(--brand)"}),s("circle",{cx:"40",cy:"48",r:"5",fill:"var(--brand)"}),s("circle",{cx:"70",cy:"32",r:"5",fill:"var(--brand)"})]),s("div",{class:"s3-dfg-cap"},"DFG now")]),s("span",{class:"s3-arrow"},"→"),s("div",{class:"s3-dfg"},[s("svg",{viewBox:"0 0 84 64",width:"116",height:"88"},[s("line",{x1:"12",y1:"32",x2:"40",y2:"16",stroke:"#475569","stroke-width":"2"}),s("line",{x1:"12",y1:"32",x2:"40",y2:"48",stroke:"#475569","stroke-width":"2"}),s("line",{x1:"40",y1:"16",x2:"70",y2:"32",stroke:"#475569","stroke-width":"2"}),s("line",{x1:"40",y1:"48",x2:"70",y2:"32",stroke:"var(--accent)","stroke-width":"2"}),s("circle",{cx:"12",cy:"32",r:"5",fill:"var(--brand)"}),s("circle",{cx:"40",cy:"16",r:"5",fill:"var(--brand)"}),s("circle",{cx:"40",cy:"48",r:"5",fill:"var(--accent)"}),s("circle",{cx:"70",cy:"32",r:"5",fill:"var(--brand)"})]),s("div",{class:"s3-dfg-cap"},"next week's DFG")])],-1),s("div",{class:"s3-ask"},[e('"How often does '),s("strong",null,"offer sent → cancelled"),e(' occur?"')],-1),s("div",{class:"s3-horizon"},"Horizon: the near-term system future",-1)])]),_:1},16))}},z=k(y,[["__scopeId","data-v-fc652937"]]);export{z as default};
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assets/{md-DZhFsmU6.js → md-PNN-aPN9.js}
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import{_ as l}from"./Callout-D44NXjfg.js";import{o as m,b as u,w as a,g as s,d as c,ad as e,v as d,x as p,T as o}from"./modules/vue-CZamTkmS.js";import{_ as f}from"./assertion-evidence-B8cDdxTN.js";import{u as _,f as x}from"./slidev/context-Ch1IIjuh.js";import"./index-CIas0rwA.js";import"./modules/shiki-COQlGosf.js";import"./PageNo-bIvqdETk.js";const g="/figures/df-complexity-radar.png",y={class:"relative"},v={class:"absolute",style:{right:"0",top:"50%",transform:"translateY(-50%)"}},P={__name:"slides.md__slidev_27",setup(b){const{$clicksContext:n,$frontmatter:r}=_();return n.setup(),(h,t)=>{const i=l;return m(),u(f,d(p(o(x)(o(r),26))),{default:a(()=>[s("div",y,[t[1]||(t[1]=s("img",{src:g,class:"block mx-auto w-full max-h-[400px] object-contain rounded-lg",alt:"Radar of seven complexity metrics for DF series — seasonality, trend, stationarity, transition, shifting, correlation, non-Gaussianity, with transition, shifting and non-Gaussianity markedly elevated"},null,-1)),s("div",v,[c(i,{style:{"text-align":"center"}},{default:a(()=>[...t[0]||(t[0]=[e("Elevated:",-1),s("br",null,null,-1),e("Transition · Shifting",-1),s("br",null,null,-1),e("· Non-Gaussianity",-1)])]),_:1})])]),t[2]||(t[2]=s("div",{class:"text-center mt-2",style:{"font-size":"18px",color:"var(--neutral)"}},"Higher than typical public benchmarks (Li et al. 2025)",-1))]),_:1},16)}}};export{P as default};
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assets/{md-DWphB_8g.js → md-PQiRBmeA.js}
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import{o as n,e as i,g as s,i as d,b as u,w as _,ad as e,v as m,x as
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import{o as n,e as i,g as s,i as d,b as u,w as _,ad as e,v as m,x as p,T as r}from"./modules/vue-CZamTkmS.js";import{_ as c}from"./index-CIas0rwA.js";import{u as f,f as v}from"./slidev/context-Ch1IIjuh.js";import"./modules/shiki-COQlGosf.js";const g={},x={class:"slidev-layout center h-full grid place-content-center"},h={class:"my-auto"};function b(t,a){return n(),i("div",x,[s("div",h,[d(t.$slots,"default")])])}const q=c(g,[["render",b]]),k={__name:"slides.md__slidev_10",setup(t){const{$clicksContext:a,$frontmatter:l}=f();return a.setup(),(B,o)=>(n(),u(q,m(p(r(v)(r(l),9))),{default:_(()=>[...o[0]||(o[0]=[s("div",{class:"s10"},[s("div",{class:"s10-heading"},"Research questions"),s("div",{class:"s10-rule"}),s("div",{class:"s10-list"},[s("div",{class:"s10-q"},[s("span",{class:"s10-num"},"1"),s("div",{class:"s10-text"},[e("Can "),s("strong",null,"zero-shot"),e(" TSFMs give better "),s("strong",null,"DF time-series forecasts"),e("?")])]),s("div",{class:"s10-q"},[s("span",{class:"s10-num"},"2"),s("div",{class:"s10-text"},[e("Does "),s("strong",null,"fine-tuning"),e(" improve the results further?")])]),s("div",{class:"s10-q s10-q--open"},[s("span",{class:"s10-num s10-num--amber"},"3"),s("div",{class:"s10-text"},[e("Does a better forecast give us a "),s("strong",null,"better forecasted process model"),e("?")])])])],-1)])]),_:1},16))}},D=c(k,[["__scopeId","data-v-deb47240"]]);export{D as default};
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assets/{md-Dc-PbqDM.js → md-ZwnkpR5j.js}
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import{_ as G}from"./Callout-
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import{_ as G}from"./Callout-D44NXjfg.js";import{o as s,e as o,t as v,j as g,F as _,aj as w,g as t,T as n,z as k,aL as O,b as B,w as m,d as y,af as b,ad as r,v as T,x as N}from"./modules/vue-CZamTkmS.js";import{u as E,f as S}from"./slidev/context-Ch1IIjuh.js";import{d as p,e as P,a as j}from"./dfgGeometry-Bu62KhA-.js";import{_ as F}from"./index-CIas0rwA.js";import{_ as z}from"./assertion-evidence-B8cDdxTN.js";import"./modules/shiki-COQlGosf.js";import"./PageNo-bIvqdETk.js";const L={class:"dfg-snapshot"},R={key:0,class:"snapshot-title"},M={viewBox:"0 0 248 44",width:"100%",height:"100%",preserveAspectRatio:"xMidYMid meet"},V=["x1","y1","x2","y2","stroke"],H=["d","fill"],I=["x","y"],U=["x","y"],W=["cx","cy"],X=["x","y"],D=1.6,A=24,C=9,Y="var(--accent)",q="var(--brand)",$="#475569",J={__name:"DfgSnapshot",props:{frame:{type:Number,default:0},title:{type:String,default:""},heroEdge:{type:String,default:p.hero},revealed:{type:Boolean,default:!0}},setup(a){E();const 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assets/{md-DTwv1tMs.js → md-dZq5p6Bn.js}
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import{_ as u}from"./Callout-D44NXjfg.js";import{aL as f,o as r,b as g,w as n,g as s,j as t,ad as e,af as i,e as d,d as c,v as _,x as k,T as p}from"./modules/vue-CZamTkmS.js";import{_ as w}from"./assertion-evidence-B8cDdxTN.js";import{u as x,f as b}from"./slidev/context-Ch1IIjuh.js";import{_ as L}from"./index-CIas0rwA.js";import"./PageNo-bIvqdETk.js";import"./modules/shiki-COQlGosf.js";const T={class:"s8-evidence mt-4"},M={class:"s8-link s8-link--data"},C={class:"s8-link s8-link--task"},y={__name:"slides.md__slidev_8",setup(z){const{$clicksContext:m,$frontmatter:v}=x();return m.setup(),(B,a)=>{const l=u,o=f("click");return r(),g(w,_(k(p(b)(p(v),7))),{default:n(()=>[s("div",T,[a[6]||(a[6]=s("div",{class:"grid grid-cols-2 items-stretch",style:{gap:"186px"}},[t(" LEFT — LLM: foundation model for language (neutral gray) "),s("div",{class:"s8-card"},[s("div",{class:"s8-name"},"Large Language Model (LLM)"),s("div",{class:"s8-ex"},[s("span",{class:"s8-ex-q"},[e("I am a math "),s("span",{class:"s8-blank"},"?")]),s("span",{class:"s8-ex-arrow"},"→"),s("span",{class:"s8-ex-a"},"teacher")]),s("div",{class:"s8-rows"},[s("div",{class:"s8-row"},[s("span",{class:"s8-rk"},"training data"),s("span",{class:"s8-rv"},"web-scale text")]),s("div",{class:"s8-row"},[s("span",{class:"s8-rk"},"tasks"),s("span",{class:"s8-rv"},"language")])])]),t(" RIGHT — TSFM: foundation model for time series, what we use (brand-navy emphasis) "),s("div",{class:"s8-card s8-card--tsfm"},[s("div",{class:"s8-badge"},"what we use"),s("div",{class:"s8-name s8-name--brand"},"Time Series Foundation Model (TSFM)"),s("div",{class:"s8-ex"},[s("span",{class:"s8-ex-q"},[e("…12, 9, 14, 11, "),s("span",{class:"s8-blank"},"?")]),s("span",{class:"s8-ex-arrow"},"→"),s("span",{class:"s8-ex-a s8-ex-a--brand"},"13")]),s("div",{class:"s8-rows"},[s("div",{class:"s8-row"},[s("span",{class:"s8-rk"},"training data"),s("span",{class:"s8-rv s8-rv--brand"},"millions of diverse series")]),s("div",{class:"s8-row"},[s("span",{class:"s8-rk"},"tasks"),s("span",{class:"s8-rv s8-rv--brand"},"forecasting")])])])],-1)),t(" centered linking callouts (double arrows) bridging the two shared rows; reveal on click "),i((r(),d("div",M,[a[1]||(a[1]=s("span",{class:"s8-larr"},"←",-1)),c(l,null,{default:n(()=>[...a[0]||(a[0]=[e("pretrained at scale",-1)])]),_:1}),a[2]||(a[2]=s("span",{class:"s8-rarr"},"→",-1))])),[[o,1]]),i((r(),d("div",C,[a[4]||(a[4]=s("span",{class:"s8-larr"},"←",-1)),c(l,null,{default:n(()=>[...a[3]||(a[3]=[e("generalizable",-1)])]),_:1}),a[5]||(a[5]=s("span",{class:"s8-rarr"},"→",-1))])),[[o,1]])]),a[7]||(a[7]=s("div",{class:"s8-defs"},[s("div",{class:"s8-def"},[s("strong",null,"zero-shot"),e(": frozen parameters, run as-is")]),s("div",{class:"s8-def"},[s("strong",null,"fine-tuning"),e(": tweak the parameters on your own data")])],-1))]),_:1},16)}}},q=L(y,[["__scopeId","data-v-309f9dc2"]]);export{q as default};
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assets/{md-CmeCqFHV.js → md-lOx-aq1b.js}
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import{_ as n}from"./Callout-D44NXjfg.js";import{o as i,b as m,w as e,g as o,d as p,ad as u,v as c,x as _,T as s}from"./modules/vue-CZamTkmS.js";import{_ as f}from"./assertion-evidence-B8cDdxTN.js";import{u as d,f as g}from"./slidev/context-Ch1IIjuh.js";import"./index-CIas0rwA.js";import"./modules/shiki-COQlGosf.js";import"./PageNo-bIvqdETk.js";const x="/figures/rmse-full.png",b={class:"flex justify-center mt-3"},F={__name:"slides.md__slidev_23",setup(v){const{$clicksContext:r,$frontmatter:a}=d();return r.setup(),(T,t)=>{const l=n;return i(),m(f,c(_(s(g)(s(a),22))),{default:e(()=>[t[1]||(t[1]=o("img",{src:x,class:"block mx-auto w-full max-h-[430px] object-contain rounded-lg",alt:"Full RMSE table across all four event logs (paper Table 5) — amber = best per log, gray = baseline rows; latest zero-shot TSFMs are best or competitive on every log"},null,-1)),o("div",b,[p(l,null,{default:e(()=>[...t[0]||(t[0]=[u("Latest zero-shot TSFMs best or competitive on all four logs",-1)])]),_:1})])]),_:1},16)}}};export{F as default};
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assets/{md-jcv7dFDq.js → md-mAYixMWd.js}
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assets/{md-CuTJ0ECW.js → md-sNK_Cw7C.js}
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import{_ as n}from"./Callout-
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import{_ as n}from"./Callout-D44NXjfg.js";import{o as i,b as m,w as t,g as o,d as p,ad as u,v as c,x as _,T as s}from"./modules/vue-CZamTkmS.js";import{_ as f}from"./assertion-evidence-B8cDdxTN.js";import{u as d,f as g}from"./slidev/context-Ch1IIjuh.js";import"./index-CIas0rwA.js";import"./modules/shiki-COQlGosf.js";import"./PageNo-bIvqdETk.js";const x="/figures/mae-full.png",v={class:"flex justify-center mt-3"},V={__name:"slides.md__slidev_22",setup(b){const{$clicksContext:r,$frontmatter:a}=d();return r.setup(),(y,e)=>{const l=n;return i(),m(f,c(_(s(g)(s(a),21))),{default:t(()=>[e[1]||(e[1]=o("img",{src:x,class:"block mx-auto w-full max-h-[430px] object-contain rounded-lg",alt:"Full MAE table across all four event logs (paper Table 4) — amber = best per log, gray = baseline rows; the latest zero-shot TSFM per family is best or competitive on every log"},null,-1)),o("div",v,[p(l,null,{default:t(()=>[...e[0]||(e[0]=[u("Best or competitive on every log — all 14 variants",-1)])]),_:1})])]),_:1},16)}}};export{V as default};
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assets/{md-jiyB8QwP.js → md-v0HCTDOQ.js}
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import{f as T,L as $,K as w,o as v,e as L,i as R,z as n,r as b,aE as B,aL as D,b as x,w as m,j as k,g as e,af as h,v as M,x as N,T as P}from"./modules/vue-CZamTkmS.js";import{a as H,ak as V,_ as Y}from"./index-
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PDF/PPTX export fallback (e.g. the 5-shot carousel) to be designed later. `),e("div",j,[h(e("img",q,null,512),[[l,1,void 0,{hide:!0}]]),h((v(),x(p,{autoplay:"once",class:"demo-vlayer demo-vlayer--over",poster:"/figures/demo-screencast-poster.png","print-poster":"/figures/demo-screencast-poster.png"},{default:m(()=>[...o[0]||(o[0]=[e("source",{src:A,type:"video/mp4"},null,-1)])]),_:1})),[[l,1]])])]),right:m(u=>[k(" live demo = QR block (QR + readable URL in one): top of column, the single amber emphasis "),o[1]||(o[1]=e("div",{class:"border-2 rounded-lg flex items-center gap-4 px-4 py-3",style:{"border-color":"var(--accent)",background:"var(--surface-alt)"}},[e("img",{src:X,class:"w-[120px] h-[120px]",alt:"QR to the live demo on Hugging Face Spaces"}),e("div",null,[e("div",{class:"font-semibold",style:{color:"var(--brand)"}},"Live demo · scan or visit"),e("div",{class:"dense--xs"},"huggingface.co/spaces/YongboYu/pmf-tsfm-demo"),e("div",{class:"dense--xs",style:{color:"var(--neutral)"}},"Chronos-2 on HF ZeroGPU")])],-1)),o[2]||(o[2]=e("div",{class:"space-y-3 mt-4"},[e("div",{class:"border rounded-lg px-4 py-2",style:{"border-color":"var(--hairline)"}},[e("div",{class:"font-semibold",style:{color:"var(--brand)"}},"Code"),e("div",{class:"dense--xs"},"github.com/YongboYu/pmf-tsfm"),e("div",{class:"dense--xs",style:{color:"var(--neutral)"}},"MCP server · Docker image (experimental, in repo)")])],-1)),o[3]||(o[3]=e("div",{class:"flex gap-2 mt-4 dense--xs",style:{color:"var(--neutral)"}},[e("span",{class:"border rounded px-2 py-1",style:{"border-color":"var(--hairline)"}},"laptop · MPS"),e("span",{class:"border rounded px-2 py-1",style:{"border-color":"var(--hairline)"}},"Linux · CUDA"),e("span",{class:"border rounded px-2 py-1",style:{"border-color":"var(--hairline)"}},"HPC · H100 / Slurm")],-1)),o[4]||(o[4]=e("div",{class:"mt-3 caption"},"yongbo.yu@kuleuven.be · arXiv:2512.07624",-1))]),_:1},16)}}},ee=Y(G,[["__scopeId","data-v-fdef2d25"]]);export{ee as default};
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import{f as T,L as $,K as w,o as v,e as L,i as R,z as n,r as b,aE as B,aL as D,b as x,w as m,j as k,g as e,af as h,v as M,x as N,T as P}from"./modules/vue-CZamTkmS.js";import{a as H,ak as V,_ as Y}from"./index-CIas0rwA.js";import{u as C,f as E}from"./slidev/context-Ch1IIjuh.js";import{_ as F}from"./two-col-evidence-BJy_vMOO.js";import"./modules/shiki-COQlGosf.js";import"./PageNo-bIvqdETk.js";const Q=["poster","controls"],U=T({__name:"SlidevVideo",props:{autoplay:{type:[Boolean,String]},autoreset:{},poster:{},printPoster:{},timestamp:{},printTimestamp:{},controls:{type:Boolean}},setup(f){const s=f,i=n(()=>s.printPoster??s.poster),d=n(()=>s.printTimestamp??s.timestamp??0),{$slidev:o,$renderContext:p,$route:l}=C(),{isPrintMode:u}=H(),c=n(()=>u.value||!["slide","presenter"].includes(p.value)),r=b(),g=b(!1);$(()=>{if(c.value)return;const a=+(s.timestamp??0);r.value.currentTime=a;const t=n(()=>!!l&&l.no===o?.nav.currentSlideNo),y=n(()=>!!r.value&&(V.get(r.value)?.isShown?.value??!0)),_=B(t,y);w(_,()=>{_.value?(s.autoplay===!0||s.autoplay==="once"&&!g.value)&&r.value.play():(r.value.pause(),(s.autoreset==="click"||s.autoreset==="slide"&&!t.value)&&(r.value.currentTime=a))},{immediate:!0})});function S(a){const t=a.target;c.value&&(!i.value||s.printTimestamp)&&(t.currentTime=d.value==="last"?t.duration:+d.value)}return(a,t)=>(v(),L("video",{ref_key:"video",ref:r,poster:c.value?i.value:s.poster,controls:!c.value&&s.controls,onPlay:t[0]||(t[0]=y=>g.value=!0),onLoadedmetadata:S},[R(a.$slots,"default")],40,Q))}}),z="/figures/demo-screencast-poster.png",A="/figures/demo-screencast.mp4",X="/figures/demo-qr.png",j={class:"demo-vstack"},q={src:z,class:"demo-vlayer",alt:"Demo app · click to play the ~29s live walkthrough"},G={__name:"slides.md__slidev_19",setup(f){const{$clicksContext:s,$frontmatter:i}=C();return s.setup(),(d,o)=>{const p=U,l=D("click");return v(),x(F,M(N(P(E)(P(i),18))),{left:m(u=>[k(` Live deck: poster frame → ONE click swaps in the screencast, which plays once (no loop).
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PDF/PPTX export fallback (e.g. the 5-shot carousel) to be designed later. `),e("div",j,[h(e("img",q,null,512),[[l,1,void 0,{hide:!0}]]),h((v(),x(p,{autoplay:"once",class:"demo-vlayer demo-vlayer--over",poster:"/figures/demo-screencast-poster.png","print-poster":"/figures/demo-screencast-poster.png"},{default:m(()=>[...o[0]||(o[0]=[e("source",{src:A,type:"video/mp4"},null,-1)])]),_:1})),[[l,1]])])]),right:m(u=>[k(" live demo = QR block (QR + readable URL in one): top of column, the single amber emphasis "),o[1]||(o[1]=e("div",{class:"border-2 rounded-lg flex items-center gap-4 px-4 py-3",style:{"border-color":"var(--accent)",background:"var(--surface-alt)"}},[e("img",{src:X,class:"w-[120px] h-[120px]",alt:"QR to the live demo on Hugging Face Spaces"}),e("div",null,[e("div",{class:"font-semibold",style:{color:"var(--brand)"}},"Live demo · scan or visit"),e("div",{class:"dense--xs"},"huggingface.co/spaces/YongboYu/pmf-tsfm-demo"),e("div",{class:"dense--xs",style:{color:"var(--neutral)"}},"Chronos-2 on HF ZeroGPU")])],-1)),o[2]||(o[2]=e("div",{class:"space-y-3 mt-4"},[e("div",{class:"border rounded-lg px-4 py-2",style:{"border-color":"var(--hairline)"}},[e("div",{class:"font-semibold",style:{color:"var(--brand)"}},"Code"),e("div",{class:"dense--xs"},"github.com/YongboYu/pmf-tsfm"),e("div",{class:"dense--xs",style:{color:"var(--neutral)"}},"MCP server · Docker image (experimental, in repo)")])],-1)),o[3]||(o[3]=e("div",{class:"flex gap-2 mt-4 dense--xs",style:{color:"var(--neutral)"}},[e("span",{class:"border rounded px-2 py-1",style:{"border-color":"var(--hairline)"}},"laptop · MPS"),e("span",{class:"border rounded px-2 py-1",style:{"border-color":"var(--hairline)"}},"Linux · CUDA"),e("span",{class:"border rounded px-2 py-1",style:{"border-color":"var(--hairline)"}},"HPC · H100 / Slurm")],-1)),o[4]||(o[4]=e("div",{class:"mt-3 caption"},"yongbo.yu@kuleuven.be · arXiv:2512.07624",-1))]),_:1},16)}}},ee=Y(G,[["__scopeId","data-v-fdef2d25"]]);export{ee as default};
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assets/{md-idRyEHFL.js → md-wsTnYcR5.js}
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import{o,e as r,g as t,t as B,k as A,j as l,F as v,aj as g,z as b,T as e,b as C,ad as k,n as M,w as G,d as N,v as P,x as R}from"./modules/vue-CZamTkmS.js";import{u as Y,f as T}from"./slidev/context-
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import{o,e as r,g as t,t as B,k as A,j as l,F as v,aj as g,z as b,T as e,b as C,ad as k,n as M,w as G,d as N,v as P,x as R}from"./modules/vue-CZamTkmS.js";import{u as Y,f as T}from"./slidev/context-Ch1IIjuh.js";import{s as E,e as W,d,a as O}from"./dfgGeometry-Bu62KhA-.js";import{_ as H}from"./index-CIas0rwA.js";import{_ as V}from"./assertion-evidence-B8cDdxTN.js";import"./modules/shiki-COQlGosf.js";import"./PageNo-bIvqdETk.js";const X=["data-arc"],I=["viewBox"],q=["x1","y1","x2","y2"],K=["x1","y1","x2","y2"],U=["stroke","points"],J=["cx","cy","fill"],Q=["stroke","points"],Z=["cx","cy","fill"],tt=7,et={__name:"StackSpark",props:{arc:{type:Object,required:!0},frames:{type:Array,required:!0},showForecast:{type:Boolean,default:!1},accent:{type:String,default:"#dd8a2e"},brand:{type:String,default:"#00407a"}},setup(n){Y();const p=n,c={W:178,H:52,padL:6,padR:8,padT:9,padB:8},m=b(()=>p.frames.flatMap(u=>u.daily[p.arc.id])),w=b(()=>E(m.value,c)),y=b(()=>{let u=0;for(const _ of 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"),t("text",{x:h[0]+4,y:h[1]-2.5,style:{"font-size":"4.4px"},"font-weight":"700",fill:"var(--accent)"},B(_),8,St),(o(!0),r(v,null,g(e(d).nodes,a=>(o(),r("g",{key:a.id},[a.kind==="activity"?(o(),r(v,{key:0},[t("rect",{x:a.x-16,y:a.y-4.6,width:"32",height:"9.2",rx:"2.4",fill:"#fff",stroke:"var(--hairline)","stroke-width":"0.6"},null,8,Dt),t("text",{x:a.x,y:a.y+1.6,"text-anchor":"middle",style:{"font-size":"4.4px"},fill:"var(--ink)"},B(a.label),9,Ft)],64)):a.kind==="start"?(o(),r("circle",{key:1,cx:a.x,cy:a.y,r:"3.8",fill:"var(--ink)"},null,8,Bt)):(o(),r("rect",{key:2,x:a.x-3.4,y:a.y-3.4,width:"6.8",height:"6.8",rx:"0.9",fill:"var(--ink)"},null,8,Yt))]))),128))])):l("v-if",!0)]),t("div",{class:M(["cap",{"cap-ghost":!m.value}])},"④ Σ daily → forecasted DFG",2)])])]))}},Lt=H(zt,[["__scopeId","data-v-9d2ffa6b"]]);function jt(n,p){return Math.min(Math.max(n||0,0),p-1)}const Ct={class:"mt-3",style:{height:"392px"}},Xt={__name:"slides.md__slidev_4",setup(n){const{$clicksContext:p,$clicks:c,$frontmatter:m}=Y();return p.setup(),(w,y)=>{const h=Lt;return o(),C(V,P(R(e(T)(e(m),3))),{default:G(()=>[y[0]||(y[0]=t("div",{style:{"font-size":"21px",color:"var(--ink)","margin-top":"8px"}},[k(" directly-follows (DF) relation = one A→B transition "),t("span",{style:{margin:"0 16px",color:"var(--neutral-soft)"}},"·"),k(" aggregated "),t("strong",null,"daily"),k(),t("span",{style:{margin:"0 16px",color:"var(--neutral-soft)"}},"·"),k(" forecast "),t("strong",null,"7 days"),k(" ahead ")],-1)),t("div",Ct,[N(h,{frame:e(jt)(e(c),3)},null,8,["frame"])])]),_:1},16)}}};export{Xt as default};
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assets/{presenter-C9PexJxI.css → presenter-BQK0mnUI.css}
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.slidev-presenter[data-v-e5b232f6]{--slidev-controls-foreground: current}.grid-container[data-v-e5b232f6]{--slidev-presenter-notes-width: 360px;--slidev-presenter-notes-row-size: 280px;flex:1 1 0%;overflow:hidden;background-color:#9ca3af33;display:grid;gap:1px 1px}.grid-container.layout1[data-v-e5b232f6]{grid-template-columns:var(--slidev-presenter-notes-width) minmax(0,1fr);grid-template-rows:minmax(0,2fr) minmax(0,var(--slidev-presenter-notes-row-size)) min-content;grid-template-areas:"main main" "note next" "bottom bottom"}.grid-container.layout2[data-v-e5b232f6]{grid-template-columns:var(--slidev-presenter-notes-width) minmax(0,1fr);grid-template-rows:minmax(0,var(--slidev-presenter-notes-row-size)) minmax(0,1fr) min-content;grid-template-areas:"note main" "note next" "bottom bottom"}@media(max-aspect-ratio:3/5){.grid-container.layout1[data-v-e5b232f6]{grid-template-columns:1fr;grid-template-rows:2fr 1fr 1fr min-content;grid-template-areas:"main" "note" "next" "bottom"}}@media(min-aspect-ratio:1/1){.grid-container.layout1[data-v-e5b232f6]{grid-template-columns:minmax(0,1fr) minmax(0,1.1fr) var(--slidev-presenter-notes-width);grid-template-rows:minmax(0,1fr) minmax(0,var(--slidev-presenter-notes-row-size)) min-content;grid-template-areas:"main main next" "main main note" "bottom bottom bottom"}}.grid-container.layout3[data-v-e5b232f6]{grid-template-columns:var(--slidev-presenter-notes-width) minmax(0,1fr);grid-template-rows:minmax(0,var(--slidev-presenter-notes-row-size)) minmax(0,1fr) min-content;grid-template-areas:"note next" "main next" "bottom bottom"}.grid-section[data-v-e5b232f6]{--un-bg-opacity:1;background-color:rgb(255 255 255 / var(--un-bg-opacity))}.dark .grid-section[data-v-e5b232f6]{--un-bg-opacity:1;background-color:rgb(18 18 18 / var(--un-bg-opacity))}.grid-section.top[data-v-e5b232f6]{grid-area:top}.grid-section.main[data-v-e5b232f6]{grid-area:main}.grid-section.next[data-v-e5b232f6]{grid-area:next}.grid-section.note[data-v-e5b232f6]{grid-area:note}.grid-section.bottom[data-v-e5b232f6]{grid-area:bottom}.notes-resizer[data-v-e5b232f6]{position:absolute;top:0;width:12px;height:100%;cursor:col-resize;z-index:10;touch-action:none}.notes-resizer[data-v-e5b232f6]:before{content:"";position:absolute;left:50%;top:0;width:1px;height:100%;background-color:currentColor;opacity:.2;transform:translate(-50%)}.notes-row-resizer[data-v-e5b232f6]{position:absolute;left:0;width:100%;height:12px;cursor:row-resize;z-index:10;touch-action:none}.notes-row-resizer[data-v-e5b232f6]:before{content:"";position:absolute;left:0;top:50%;width:100%;height:1px;background-color:currentColor;opacity:.2;transform:translateY(-50%)}.notes-vertical-resizer[data-v-e5b232f6]{position:absolute;right:var(--slidev-presenter-notes-width);top:0;bottom:var(--slidev-presenter-bottom-height, 0px);width:12px;cursor:col-resize;z-index:10;touch-action:none;transform:translate(50%)}.notes-vertical-resizer[data-v-e5b232f6]:before{content:"";position:absolute;left:50%;top:0;width:1px;height:100%;background-color:currentColor;opacity:.2;transform:translate(-50%)}.notes-vertical-resizer-left[data-v-e5b232f6]{position:absolute;left:var(--slidev-presenter-notes-width);top:0;bottom:var(--slidev-presenter-bottom-height, 0px);width:12px;cursor:col-resize;z-index:10;touch-action:none;transform:translate(-50%)}.notes-vertical-resizer-left[data-v-e5b232f6]:before{content:"";position:absolute;left:50%;top:0;width:1px;height:100%;background-color:currentColor;opacity:.2;transform:translate(-50%)}
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assets/{shortcuts-C3iD51Aa.css → shortcuts-DEelySGM.css}
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.autocomplete-list[data-v-65edf6ad]{margin-top:.25rem;--un-bg-opacity:1;background-color:rgb(255 255 255 / var(--un-bg-opacity));overflow:auto;max-height:calc(100vh - 100px)}.dark .autocomplete-list[data-v-65edf6ad]{--un-bg-opacity:1;background-color:rgb(18 18 18 / var(--un-bg-opacity))}.autocomplete[data-v-65edf6ad]{cursor:pointer}.slider{appearance:none;height:22px;outline:none;opacity:.7;-webkit-transition:.2s;transition:opacity .2s;overflow:hidden;border-width:1px;border-color:#9ca3af33;border-radius:.25rem;background-color:#9ca3af0d}.slider:hover{opacity:1}.slider::-webkit-slider-thumb{-webkit-appearance:none;appearance:none;width:5px;height:22px;background:var(--slidev-theme-primary);cursor:pointer;z-index:10}.slider::-moz-range-thumb{width:5px;height:22px;background:var(--slidev-theme-primary);cursor:pointer;z-index:10}.item[data-v-4a3b9b0a]{display:flex;cursor:default;gap:.25rem;white-space:nowrap;border-radius:.25rem;padding:.25rem .5rem}.item[data-v-4a3b9b0a]:hover{--un-bg-opacity:1;background-color:rgb(156 163 175 / var(--un-bg-opacity));--un-bg-opacity:.1}.title[data-v-4a3b9b0a]{-webkit-user-select:none;user-select:none;padding:.25rem .75rem;text-wrap:nowrap;font-size:.875rem;line-height:1.25rem;font-weight:700;opacity:.75}#slideshow[data-v-e952cc0e]{height:100%}
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assets/slidev/{404-Dlg9VO0J.js → 404-BFwhB7Bg.js}
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import{f,S as m,e as _,g as o,ad as a,t as r,T as x,b as u,w as i,j as c,z as v,a as g,o as n}from"../modules/vue-CZamTkmS.js";import{a as k,_ as h}from"../index-
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import{f,S as m,e as _,g as o,ad as a,t as r,T as x,b as u,w as i,j as c,z as v,a as g,o as n}from"../modules/vue-CZamTkmS.js";import{a as k,_ as h}from"../index-CIas0rwA.js";import"../modules/shiki-COQlGosf.js";const N={class:"grid justify-center text-center pt-15% gap-5"},w={class:"text-2xl"},y={class:"op-60"},B={class:"mt-3 flex flex-col gap-2 max-w-xs mx-auto w-full"},C=f({__name:"404",setup(R){const{currentRoute:l}=m(),{total:d}=k(),s=v(()=>{const t=l.value.path.match(/\d+/);if(t){const e=+t[0];if(e>0&&e<=d.value)return e}return null});return(p,t)=>{const e=g("RouterLink");return n(),_("div",N,[o("div",null,[t[2]||(t[2]=o("h1",{class:"text-9xl font-light"}," 404 ",-1)),o("p",w,[t[0]||(t[0]=a(" Page ",-1)),o("code",y,r(x(l).path),1),t[1]||(t[1]=a(" not found ",-1))])]),o("div",B,[s.value!==1?(n(),u(e,{key:0,to:"/",class:"page-link"},{default:i(()=>[...t[3]||(t[3]=[a(" Go Home ",-1)])]),_:1})):c("v-if",!0),s.value?(n(),u(e,{key:1,to:`/${s.value}`,class:"page-link"},{default:i(()=>[a(" Go to Slide "+r(s.value),1)]),_:1},8,["to"])):c("v-if",!0)])])}}}),G=h(C,[["__scopeId","data-v-454f38f1"]]);export{G as default};
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assets/slidev/DrawingControls-B8BzR2ZS.js
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import{_ as o}from"./DrawingControls.vue_vue_type_style_index_0_lang-NbfDtc9_.js";import"../modules/vue-CZamTkmS.js";import"../modules/shiki-COQlGosf.js";import"./SlideWrapper-_oMsn9ML.js";import"../index-CIas0rwA.js";import"./IconButton.vue_vue_type_script_setup_true_lang-DEyEjvqJ.js";import"./shortcuts-B1mBgg0H.js";import"./context-Ch1IIjuh.js";import"../modules/unplugin-icons-ByIekoE6.js";export{o as default};
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assets/slidev/DrawingControls-Bg4GTq4a.js
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import{_ as o}from"./DrawingControls.vue_vue_type_style_index_0_lang-BypqiqJS.js";import"../modules/vue-CZamTkmS.js";import"../modules/shiki-COQlGosf.js";import"./SlideWrapper-Dcg6ZMCe.js";import"../index-D8MtK2Qe.js";import"./IconButton.vue_vue_type_script_setup_true_lang-DEyEjvqJ.js";import"./shortcuts-B6x-gEsD.js";import"./context-z1Z7Rpcn.js";import"../modules/unplugin-icons-ByIekoE6.js";export{o as default};
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assets/slidev/{DrawingControls.vue_vue_type_style_index_0_lang-BypqiqJS.js → DrawingControls.vue_vue_type_style_index_0_lang-NbfDtc9_.js}
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| 1 |
-
import{f as B,W as N,r as M,aM as R,o as c,e as V,k as S,T as e,i as A,b as D,n as a,w as n,d as i,g as s,t as F,af as f,ag as P,F as T,aj as W,am as b,j as z}from"../modules/vue-CZamTkmS.js";import{L as Y}from"../modules/shiki-COQlGosf.js";import{u as _}from"./SlideWrapper-
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| 1 |
+
import{f as B,W as N,r as M,aM as R,o as c,e as V,k as S,T as e,i as A,b as D,n as a,w as n,d as i,g as s,t as F,af as f,ag as P,F as T,aj as W,am as b,j as z}from"../modules/vue-CZamTkmS.js";import{L as Y}from"../modules/shiki-COQlGosf.js";import{u as _}from"./SlideWrapper-_oMsn9ML.js";import{_ as r}from"./IconButton.vue_vue_type_script_setup_true_lang-DEyEjvqJ.js";import{V as $}from"./shortcuts-B1mBgg0H.js";const h=B({__name:"Draggable",props:{storageKey:{},initial:{}},setup(L){const u=L,g=M(null),m=u.initial??{x:0,y:0},y=u.storageKey?N(u.storageKey,m):M(m),{style:C}=R(g,{initialValue:y});return(k,v)=>(c(),V("div",{ref_key:"el",ref:g,class:"fixed",style:S(e(C))},[A(k.$slots,"default")],4))}}),q={class:"flex bg-main p-2"},G={class:"inline-block w-7 text-center"},H={class:"pt-.5"},I={class:"i-carbon:pin-filled transform -rotate-45"},J={class:"i-carbon:pin"},O={class:"i-carbon:error"},Q={class:"i-carbon:close-outline"},nl=B({__name:"DrawingControls",setup(L){const{brush:u,canClear:g,canRedo:m,canUndo:y,clear:C,drauu:k,drawingEnabled:v,drawingMode:o,drawingPinned:d,brushColors:U}=_();function j(){k.undo()}function E(){k.redo()}let x="stylus";function p(w){o.value=w,v.value=!0,w!=="eraseLine"&&(x=w)}function K(w){u.color=w,v.value=!0,o.value=x}return(w,l)=>e(v)||e(d)?(c(),D(h,{key:0,class:a(["flex flex-wrap text-xl p-2 gap-1 rounded-md bg-main shadow transition-opacity duration-200 z-nav border border-main",!e(v)&&e(d)?"opacity-40 hover:opacity-90":""]),"storage-key":"slidev-drawing-pos","initial-x":10,"initial-y":10},{default:n(()=>[i(r,{title:"Draw with stylus",class:a({shallow:e(o)!=="stylus"}),onClick:l[0]||(l[0]=t=>p("stylus"))},{default:n(()=>[...l[13]||(l[13]=[s("div",{class:"i-carbon:pen"},null,-1)])]),_:1},8,["class"]),i(r,{title:"Draw a line",class:a({shallow:e(o)!=="line"}),onClick:l[1]||(l[1]=t=>p("line"))},{default:n(()=>[...l[14]||(l[14]=[s("svg",{width:"1em",height:"1em",class:"-mt-0.5",preserveAspectRatio:"xMidYMid meet",viewBox:"0 0 24 24"},[s("path",{d:"M21.71 3.29a1 1 0 0 0-1.42 0l-18 18a1 1 0 0 0 0 1.42a1 1 0 0 0 1.42 0l18-18a1 1 0 0 0 0-1.42z",fill:"currentColor"})],-1)])]),_:1},8,["class"]),i(r,{title:"Draw an arrow",class:a({shallow:e(o)!=="arrow"}),onClick:l[2]||(l[2]=t=>p("arrow"))},{default:n(()=>[...l[15]||(l[15]=[s("div",{class:"i-carbon:arrow-up-right"},null,-1)])]),_:1},8,["class"]),i(r,{title:"Draw an ellipse",class:a({shallow:e(o)!=="ellipse"}),onClick:l[3]||(l[3]=t=>p("ellipse"))},{default:n(()=>[...l[16]||(l[16]=[s("div",{class:"i-carbon:radio-button"},null,-1)])]),_:1},8,["class"]),i(r,{title:"Draw a rectangle",class:a({shallow:e(o)!=="rectangle"}),onClick:l[4]||(l[4]=t=>p("rectangle"))},{default:n(()=>[...l[17]||(l[17]=[s("div",{class:"i-carbon:checkbox"},null,-1)])]),_:1},8,["class"]),i(r,{title:"Erase",class:a({shallow:e(o)!=="eraseLine"}),onClick:l[5]||(l[5]=t=>p("eraseLine"))},{default:n(()=>[...l[18]||(l[18]=[s("div",{class:"i-carbon:erase"},null,-1)])]),_:1},8,["class"]),i($),i(e(Y),null,{popper:n(()=>[s("div",q,[s("div",G,F(e(u).size),1),s("div",H,[f(s("input",{"onUpdate:modelValue":l[6]||(l[6]=t=>e(u).size=t),type:"range",min:"1",max:"15",onChange:l[7]||(l[7]=t=>o.value=e(x))},null,544),[[P,e(u).size]])])])]),default:n(()=>[i(r,{title:"Adjust stroke width",class:a({shallow:e(o)==="eraseLine"})},{default:n(()=>[...l[19]||(l[19]=[s("svg",{viewBox:"0 0 32 32",width:"1.2em",height:"1.2em"},[s("line",{x1:"2",y1:"15",x2:"22",y2:"4",stroke:"currentColor","stroke-width":"1","stroke-linecap":"round"}),s("line",{x1:"2",y1:"24",x2:"28",y2:"10",stroke:"currentColor","stroke-width":"2","stroke-linecap":"round"}),s("line",{x1:"7",y1:"31",x2:"29",y2:"19",stroke:"currentColor","stroke-width":"3","stroke-linecap":"round"})],-1)])]),_:1},8,["class"])]),_:1}),(c(!0),V(T,null,W(e(U),t=>(c(),D(r,{key:t,title:"Set brush color",class:a(e(u).color===t&&e(o)!=="eraseLine"?"active":"shallow"),onClick:X=>K(t)},{default:n(()=>[s("div",{class:a(["w-6 h-6 transition-all transform border",e(u).color!==t?"rounded-1/2 scale-85 border-white":"rounded-md 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unpinned",class:a({shallow:!e(v)}),onClick:l[12]||(l[12]=t=>v.value=!e(v))},{default:n(()=>[f(s("div",O,null,512),[[b,e(d)]]),f(s("div",Q,null,512),[[b,!e(d)]])]),_:1},8,["title","class"])):z("v-if",!0)]),_:1},8,["class"])):z("v-if",!0)}});export{nl as _};
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assets/slidev/{DrawingLayer-UqGfx46V.js → DrawingLayer-cl9SU_LS.js}
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import{f as u,L as l,K as m,G as c,o as i,e as p,n as f,T as t,r as d}from"../modules/vue-CZamTkmS.js";import{u as _}from"./SlideWrapper-
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| 1 |
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import{f as u,L as l,K as m,G as c,o as i,e as p,n as f,T as t,r as d}from"../modules/vue-CZamTkmS.js";import{u as _}from"./SlideWrapper-_oMsn9ML.js";import{u as v}from"./context-Ch1IIjuh.js";import"../index-CIas0rwA.js";import"../modules/shiki-COQlGosf.js";const E=u({__name:"DrawingLayer",setup(g){const{drauu:e,drawingEnabled:o,loadCanvas:s}=_(),r=v().$scale,n=d();return l(()=>{e.mount(n.value,n.value.parentElement),m(r,a=>e.options.coordinateScale=1/a,{immediate:!0}),s()}),c(()=>{e.unmount()}),(a,w)=>(i(),p("svg",{ref_key:"svg",ref:n,class:f(["w-full h-full absolute top-0",{"pointer-events-none":!t(o),"touch-none":t(o)}])},null,2))}});export{E as default};
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