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index d34f2f4e0bc79a673d93769396707df459b33481..afafe2827899588560539c50367f51bd120d3fcc 100644
--- a/.gitattributes
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lecture-01/assets/synthetic-ecg-BNIVEI6m.jpeg filter=lfs diff=lfs merge=lfs -text
lecture-01/assets/synthetic-polyp-CIkbWMkW.jpeg filter=lfs diff=lfs merge=lfs -text
lecture-02/slides.pdf filter=lfs diff=lfs merge=lfs -text
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diff --git a/lecture-01/404.html b/lecture-01/404.html
index 618b916dd0c9bffc1b4489ac75e654887014c623..9d743bceff53ab018f5284480b70c3ff31a0aa47 100644
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diff --git a/lecture-01/assets/DeckFooter-1wZORxFd.js b/lecture-01/assets/DeckFooter-1wZORxFd.js
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index 0000000000000000000000000000000000000000..fe95f94db9b43877a3e3c96ab8b8ac90a8938178
--- /dev/null
+++ b/lecture-01/assets/DeckFooter-1wZORxFd.js
@@ -0,0 +1 @@
+import{B as e,Ct as t,T as n,_ as r,b as i,g as a,y as o,yt as s}from"./modules/shiki-CJZsCeMT.js";import{t as c}from"./useNav-DmKDaGWK.js";import{t as l}from"./_plugin-vue_export-helper-BDNMzG2s.js";import{n as u}from"./slidev/context-C6dxaFaS.js";import"./syncState-3Tc2ZArb.js";import"./index-CzJwomzX.js";import"./useDrawings-D2hLysQf.js";var d={class:`dl-footer`},f={class:`dl-footer__left`},p={key:0,class:`dl-footer__code`},m={key:1,class:`dl-footer__sep`},h={key:2},g={key:3,class:`dl-footer__sep`},_={key:4,class:`dl-footer__title`},v={class:`dl-footer__right`},y=l(n({__name:`DeckFooter`,setup(n){let{$slidev:l}=u(),y=c(),b=a(()=>l?.themeConfigs??{}),x=a(()=>b.value.courseCode??``),S=a(()=>b.value.lecture??``),C=a(()=>b.value.lectureTitle??``);return(n,a)=>(e(),i(`footer`,d,[r(`div`,f,[x.value?(e(),i(`span`,p,t(x.value),1)):o(`v-if`,!0),S.value?(e(),i(`span`,m,`·`)):o(`v-if`,!0),S.value?(e(),i(`span`,h,`Lecture `+t(S.value),1)):o(`v-if`,!0),C.value?(e(),i(`span`,g,`·`)):o(`v-if`,!0),C.value?(e(),i(`span`,_,t(C.value),1)):o(`v-if`,!0)]),r(`div`,v,t(s(y).currentPage.value)+` / `+t(s(y).total.value),1)]))}}),[[`__scopeId`,`data-v-fe908050`]]);export{y as t};
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index 0000000000000000000000000000000000000000..6f390a99257f03f640b3ff3eec0609f4781ce3c1
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diff --git a/lecture-01/assets/figure-CushBjMZ.js b/lecture-01/assets/figure-CushBjMZ.js
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+++ b/lecture-01/assets/md-BfNVhqIO.js
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+import{B as e,C as t,Ct as n,D as r,H as i,T as a,_ as o,b as s,bt as c,dt as l,et as u,g as d,m as f,v as p,xt as m,yt as h}from"./modules/shiki-CJZsCeMT.js";import{t as g}from"./_plugin-vue_export-helper-BDNMzG2s.js";import{n as _,t as v}from"./slidev/context-C6dxaFaS.js";import{t as y}from"./interactive-DKAbhNYJ.js";var b={class:`dl-cycle`},x=[`viewBox`],S=[`d`],C=[`cx`,`cy`,`r`],w=[`x`,`y`],T=[`x`,`y`],E=[`onClick`,`onMouseenter`],D=[`cx`,`cy`],O=[`x`,`y`],k={class:`dl-cycle__legend`},A=[`onClick`,`onMouseenter`],j={class:`dl-cycle__detail`},M={class:`dl-cycle__detailhead`},N={class:`dl-cycle__step`},P=g(a({__name:`CycleDiagram`,props:{steps:{default:()=>[{label:`Ethical approval`,detail:`A protocol to a research ethics committee: what you collect, from whom, why, for how long, and who may see it. Months, not weeks — and nothing else can start until it lands.`},{label:`Data access`,detail:`A data-processing agreement with the hospital or registry that holds the data. Legal, not technical: who is controller, who is processor, where the data may physically sit.`},{label:`Querying data`,detail:`Selecting the actual cohort from a clinical system — inclusion and exclusion criteria, date ranges, which modality. Done with a domain expert, or the cohort is quietly wrong.`},{label:`Data de-identification`,detail:`Strip names, IDs and dates — including the ones hidden in DICOM headers, file names and burnt into pixels. One missed identifier can undo the whole approval.`},{label:`Data transfer`,detail:`Moving it to where you may compute on it: encrypted transfer, an approved storage location, access logs. Terabytes over a hospital network takes longer than you expect.`},{label:`Quality control`,detail:`Find the corrupt files, duplicates, wrong-modality scans and empty studies before they become training data. Expect to lose a real fraction of what you received.`},{label:`Structure data`,detail:`One consistent layout: folder convention, file format, resolution, a manifest that maps every sample to its metadata. This is what makes the dataset reusable by the next person.`},{label:`Label data`,detail:`Clinicians annotate — the expensive step. Write the labelling protocol, measure agreement between annotators, and adjudicate where they disagree.`}]},hub:{default:`Unprocessed data`},size:{default:340}},setup(t){let{$slidev:r,$nav:a,$clicksContext:u,$clicks:p,$page:m,$renderContext:h,$frontmatter:g}=_(),v=t,y=l(0),P=d(()=>{let e=v.size/2,t=v.size*.36;return v.steps.map((n,r)=>{let i=-Math.PI/2+r*2*Math.PI/v.steps.length;return{i:r,label:n.label,detail:n.detail,x:e+t*Math.cos(i),y:e+t*Math.sin(i),angle:i}})}),F=d(()=>v.size/2),I=d(()=>v.steps[y.value]);function L(e){let t=P.value[e],n=P.value[(e+1)%v.steps.length],r=v.size*.36;return`M${t.x.toFixed(1)},${t.y.toFixed(1)} A${r},${r} 0 0 1 ${n.x.toFixed(1)},${n.y.toFixed(1)}`}return(t,r)=>(e(),s(`div`,b,[(e(),s(`svg`,{viewBox:`0 0 ${v.size} ${v.size}`,class:`dl-cycle__svg`,role:`img`,"aria-label":`Data curation cycle`},[r[0]||=o(`defs`,null,[o(`marker`,{id:`dl-cycle-arrow`,markerWidth:`6`,markerHeight:`6`,refX:`5`,refY:`3`,orient:`auto`},[o(`path`,{d:`M0,0 L6,3 L0,6 Z`,fill:`var(--dl-border)`})])],-1),(e(!0),s(f,null,i(v.steps,(t,n)=>(e(),s(`path`,{key:`arc${n}`,d:L(n),class:`dl-cycle__arc`,"marker-end":`url(#dl-cycle-arrow)`},null,8,S))),128)),o(`circle`,{cx:F.value,cy:F.value,r:v.size*.15,class:`dl-cycle__hub`},null,8,C),o(`text`,{x:F.value,y:F.value-4,class:`dl-cycle__hublabel`},n(v.hub.split(` `)[0]),9,w),o(`text`,{x:F.value,y:F.value+12,class:`dl-cycle__hublabel`},n(v.hub.split(` `).slice(1).join(` `)),9,T),(e(!0),s(f,null,i(P.value,t=>(e(),s(`g`,{key:t.i,class:c([`dl-cycle__node`,{"is-selected":t.i===y.value}]),onClick:e=>y.value=t.i,onMouseenter:e=>y.value=t.i},[o(`circle`,{cx:t.x,cy:t.y,r:`17`},null,8,D),o(`text`,{x:t.x,y:t.y+5},n(t.i+1),9,O)],42,E))),128))],8,x)),o(`div`,k,[o(`ol`,null,[(e(!0),s(f,null,i(P.value,t=>(e(),s(`li`,{key:t.i,class:c({"is-selected":t.i===y.value}),onClick:e=>y.value=t.i,onMouseenter:e=>y.value=t.i},n(t.label),43,A))),128))]),o(`div`,j,[o(`div`,M,[o(`span`,N,`Step `+n(y.value+1),1),o(`h3`,null,n(I.value.label),1)]),o(`p`,null,n(I.value.detail),1)])])]))}}),[[`__scopeId`,`data-v-31694bac`]]),F={__name:`slides.md__slidev_25`,setup(n){let{$slidev:i,$nav:a,$clicksContext:o,$clicks:s,$page:c,$renderContext:l,$frontmatter:d}=_();return o.setup(),(n,i)=>{let a=P;return e(),p(y,m(r(h(v)(h(d),24))),{default:u(()=>[t(a)]),_:1},16)}}};export{F as default};
\ No newline at end of file
diff --git a/lecture-01/assets/md-CidbHaDN2.js b/lecture-01/assets/md-CidbHaDN2.js
new file mode 100644
index 0000000000000000000000000000000000000000..cf1ea580739d6cb9addbc0253aefcf40407a87e5
--- /dev/null
+++ b/lecture-01/assets/md-CidbHaDN2.js
@@ -0,0 +1 @@
+import{B as e,C as t,Ct as n,D as r,H as i,S as a,T as o,_ as s,b as c,bt as l,et as u,m as d,v as f,xt as p,y as m,yt as h}from"./modules/shiki-CJZsCeMT.js";import{t as g}from"./_plugin-vue_export-helper-BDNMzG2s.js";import{n as _,t as v}from"./slidev/context-C6dxaFaS.js";import{t as y}from"./default-BUdGXBS6.js";var b={class:`dl-fwboard`},x={class:`dl-fwboard__head`},S=[`href`],C={class:`dl-fw__name`},w={key:0,class:`dl-fw__star`,"aria-hidden":`true`},T={class:`dl-fw__note`},E=g(o({__name:`FrameworkBoard`,setup(t){let{$slidev:r,$nav:o,$clicksContext:u,$clicks:f,$page:p,$renderContext:h,$frontmatter:g}=_(),v=[{title:`Deep learning`,layer:`Write the maths`,entries:[{name:`PyTorch`,note:`What we use all semester, and what over 80% of NeurIPS / ICML / ICLR papers use.`,href:`https://pytorch.org/`,popular:!0},{name:`JAX + Flax`,note:`Functional, compiled to XLA. The research choice for very large scale.`,href:`https://docs.jax.dev/`,popular:!0},{name:`TensorFlow + Keras 3`,note:`Still the backbone of a lot of production ML. Keras 3 runs on any of the three.`,href:`https://keras.io/`},{name:`PyTorch Lightning`,note:`PyTorch with the training loop, checkpointing and multi-GPU boilerplate removed.`,href:`https://lightning.ai/pytorch-lightning`}]},{title:`LLM`,layer:`Run and adapt one`,entries:[{name:`Transformers`,note:`Hugging Face: the library and the hub. Load a pretrained model in three lines.`,href:`https://huggingface.co/docs/transformers`,popular:!0},{name:`vLLM`,note:`Serving at throughput — continuous batching, PagedAttention KV cache.`,href:`https://docs.vllm.ai/`,popular:!0},{name:`Ollama`,note:`One command to run an open-weight model on your own machine.`,href:`https://ollama.com/`},{name:`Unsloth`,note:`LoRA / QLoRA fine-tuning that fits on the GPU you actually have.`,href:`https://unsloth.ai/`}]},{title:`Agentic AI`,layer:`Let a model use tools`,entries:[{name:`LangChain / LangGraph`,note:`The most widely adopted stack. LangGraph is the stateful, multi-step half.`,href:`https://www.langchain.com/`,popular:!0},{name:`MCP`,note:`Model Context Protocol — the open standard for plugging tools and data into a model.`,href:`https://modelcontextprotocol.io/`,popular:!0},{name:`CrewAI`,note:`Agents with roles that hand work to each other.`,href:`https://www.crewai.com/`},{name:`AutoGen`,note:`Microsoft Research's framework for conversing multi-agent systems.`,href:`https://microsoft.github.io/autogen/`}]}];return(t,r)=>(e(),c(`div`,b,[(e(),c(d,null,i(v,t=>s(`section`,{key:t.title,class:`dl-fwboard__group`},[s(`header`,x,[s(`h3`,null,n(t.title),1),s(`span`,null,n(t.layer),1)]),(e(!0),c(d,null,i(t.entries,t=>(e(),c(`a`,{key:t.name,class:l([`dl-fw`,{"is-popular":t.popular}]),href:t.href,target:`_blank`,rel:`noopener`},[s(`div`,C,[t.popular?(e(),c(`span`,w,`★`)):m(`v-if`,!0),a(n(t.name),1)]),s(`div`,T,n(t.note),1)],10,S))),128))])),64))]))}}),[[`__scopeId`,`data-v-0569891a`]]),D={__name:`slides.md__slidev_27`,setup(n){let{$slidev:i,$nav:a,$clicksContext:o,$clicks:c,$page:l,$renderContext:d,$frontmatter:m}=_();return o.setup(),(n,i)=>{let a=E;return e(),f(y,p(r(h(v)(h(m),26))),{default:u(()=>[i[0]||=s(`h1`,null,`Frameworks`,-1),t(a,{class:`mt-2`})]),_:1},16)}}};export{D as default};
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new file mode 100644
index 0000000000000000000000000000000000000000..3546f2ef73ceaafe329afc2e874b3e26191eabff
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+.dl-fwboard[data-v-0569891a]{grid-template-columns:repeat(3,1fr);gap:1rem;width:100%;display:grid}.dl-fwboard__group[data-v-0569891a]{flex-direction:column;gap:.35rem;min-width:0;display:flex}.dl-fwboard__head[data-v-0569891a]{border-bottom:1px solid var(--dl-border);padding-bottom:.2rem}.dl-fwboard__head h3[data-v-0569891a]{margin:0;font-size:1rem}.dl-fwboard__head span[data-v-0569891a]{letter-spacing:.06em;text-transform:uppercase;color:var(--dl-muted);font-size:.68rem;display:block}.dl-fw[data-v-0569891a]{border-left:3px solid var(--dl-border);padding:.25rem 0 .25rem .55rem;text-decoration:none;transition:border-color .15s,transform .15s;display:block}.dl-fw[data-v-0569891a]:hover{border-left-color:var(--dl-accent);transform:translate(2px)}.dl-fw.is-popular[data-v-0569891a]{border-left-color:var(--dl-accent)}.dl-fw__name[data-v-0569891a]{color:var(--dl-heading);font-size:.9rem;font-weight:600;line-height:1.2}.dl-fw__star[data-v-0569891a]{color:var(--dl-accent);margin-right:.25rem;font-size:.72rem}.dl-fw__note[data-v-0569891a]{color:var(--dl-body);margin-top:.05rem;font-size:.7rem;line-height:1.35}
diff --git a/lecture-01/assets/md-CvoCRzkY.js b/lecture-01/assets/md-CvoCRzkY.js
new file mode 100644
index 0000000000000000000000000000000000000000..d14cfc62786ec8ad8de927890158840c5d542689
--- /dev/null
+++ b/lecture-01/assets/md-CvoCRzkY.js
@@ -0,0 +1,18 @@
+import{A as e,B as t,C as n,Ct as r,D as i,H as a,S as o,St as s,T as c,U as l,V as u,_ as d,b as f,bt as p,dt as m,et as h,g,gt as _,m as v,q as y,v as b,x,xt as S,y as C,yt as w}from"./modules/shiki-CJZsCeMT.js";import{t as T}from"./_plugin-vue_export-helper-BDNMzG2s.js";import{n as E,t as D}from"./slidev/context-C6dxaFaS.js";import{t as O}from"./interactive-DKAbhNYJ.js";import{t as k}from"./Citation-BrOphNXC.js";var A=Symbol(`dl-plot`);function j(){let t=e(A,null);if(!t)throw Error(`This component must be used inside a `);return t}function M(e,t,n=6){if(!Number.isFinite(e)||!Number.isFinite(t)||e===t)return[e];let r=(t-e)/Math.max(n,1),i=10**Math.floor(Math.log10(r)),a=r/i,o=(a>=5?10:a>=2?5:a>=1?2:1)*i,s=[],c=Math.ceil(e/o)*o;for(let e=c;e<=t+o*1e-9;e+=o)s.push(Math.abs(e)=1e5||t<1e-4?e.toExponential(0):String(Number(e.toFixed(6)))}var P=[`viewBox`],F={key:0,class:`dl-plot__grid`},I=[`x1`,`x2`,`y1`,`y2`],ee=[`x1`,`x2`,`y1`,`y2`],te={class:`dl-plot__axes`},ne=[`x1`,`x2`,`y1`,`y2`],re=[`x1`,`x2`,`y1`,`y2`],L={class:`dl-plot__ticks`},R=[`x1`,`x2`,`y1`,`y2`],z=[`x`,`y`],B=[`x1`,`x2`,`y1`,`y2`],V=[`x`,`y`],H=[`x`,`y`,`width`,`height`],U=[`clip-path`],W=[`x`,`y`],G=[`x`],K=T(c({__name:`Plot2D`,props:{xDomain:{default:()=>[0,1]},yDomain:{default:()=>[0,1]},width:{default:520},height:{default:320},xLabel:{},yLabel:{},xTicks:{default:6},yTicks:{default:5},grid:{type:Boolean,default:!0},originAxes:{type:Boolean,default:!1},padding:{}},setup(e,{expose:n}){let{$slidev:i,$nav:o,$clicksContext:s,$clicks:c,$page:p,$renderContext:h,$frontmatter:b}=E(),x=e,S=g(()=>({top:x.padding?.top??14,right:x.padding?.right??16,bottom:x.padding?.bottom??(x.xLabel?42:28),left:x.padding?.left??(x.yLabel?52:40)})),T=g(()=>({x:S.value.left,y:S.value.top,width:Math.max(x.width-S.value.left-S.value.right,1),height:Math.max(x.height-S.value.top-S.value.bottom,1)})),D=e=>{let[t,n]=x.xDomain;return T.value.x+(e-t)/(n-t||1)*T.value.width},O=e=>{let[t,n]=x.yDomain;return T.value.y+(1-(e-t)/(n-t||1))*T.value.height},k=e=>{let[t,n]=x.xDomain;return t+(e-T.value.x)/T.value.width*(n-t)},j=e=>{let[t,n]=x.yDomain;return t+(1-(e-T.value.y)/T.value.height)*(n-t)};u(A,{sx:D,sy:O,ix:k,iy:j,xDomain:_(x,`xDomain`),yDomain:_(x,`yDomain`),inner:T});let K=g(()=>Array.isArray(x.xTicks)?x.xTicks:M(x.xDomain[0],x.xDomain[1],x.xTicks)),q=g(()=>Array.isArray(x.yTicks)?x.yTicks:M(x.yDomain[0],x.yDomain[1],x.yTicks)),J=g(()=>x.originAxes?O(Math.min(Math.max(0,x.yDomain[0]),x.yDomain[1])):T.value.y+T.value.height),Y=g(()=>x.originAxes?D(Math.min(Math.max(0,x.xDomain[0]),x.xDomain[1])):T.value.x),X=m(null),Z=`dl-plot-clip-${y()}`;function Q(e){let t=X.value;if(!t)return null;let n=t.getBoundingClientRect(),r=(e.clientX-n.left)/n.width*x.width,i=(e.clientY-n.top)/n.height*x.height;return{x:k(r),y:j(i)}}return n({dataAt:Q,sx:D,sy:O,ix:k,iy:j}),(e,n)=>(t(),f(`svg`,{ref_key:`svg`,ref:X,class:`dl-plot`,viewBox:`0 0 ${x.width} ${x.height}`,preserveAspectRatio:`xMidYMid meet`,role:`img`},[x.grid?(t(),f(`g`,F,[(t(!0),f(v,null,a(K.value,e=>(t(),f(`line`,{key:`gx${e}`,x1:D(e),x2:D(e),y1:T.value.y,y2:T.value.y+T.value.height},null,8,I))),128)),(t(!0),f(v,null,a(q.value,e=>(t(),f(`line`,{key:`gy${e}`,x1:T.value.x,x2:T.value.x+T.value.width,y1:O(e),y2:O(e)},null,8,ee))),128))])):C(`v-if`,!0),d(`g`,te,[d(`line`,{x1:T.value.x,x2:T.value.x+T.value.width,y1:J.value,y2:J.value},null,8,ne),d(`line`,{x1:Y.value,x2:Y.value,y1:T.value.y,y2:T.value.y+T.value.height},null,8,re)]),C(`
+ Tick *marks* sit on the axis, which may run through the origin; tick
+ *labels* always sit on the frame edge. Letting labels follow a
+ through-origin axis buries them in the middle of the data and collides the
+ two zeros on top of each other.
+ `),d(`g`,L,[(t(!0),f(v,null,a(K.value,e=>(t(),f(v,{key:`tx${e}`},[d(`line`,{x1:D(e),x2:D(e),y1:J.value,y2:J.value+5},null,8,R),d(`text`,{x:D(e),y:T.value.y+T.value.height+17,"text-anchor":`middle`},r(w(N)(e)),9,z)],64))),128)),(t(!0),f(v,null,a(q.value,e=>(t(),f(v,{key:`ty${e}`},[d(`line`,{x1:Y.value-5,x2:Y.value,y1:O(e),y2:O(e)},null,8,B),d(`text`,{x:T.value.x-9,y:O(e)+4,"text-anchor":`end`},r(w(N)(e)),9,V)],64))),128))]),C(`
+ Marks are clipped to the plot area. A decision boundary or a diverging
+ trajectory legitimately runs off the domain, and without this it paints
+ straight across the rest of the slide.
+ `),d(`defs`,null,[d(`clipPath`,{id:Z},[d(`rect`,{x:T.value.x,y:T.value.y,width:T.value.width,height:T.value.height},null,8,H)])]),d(`g`,{"clip-path":`url(#${Z})`},[l(e.$slots,`default`,{},void 0,!0)],8,U),C(` Annotations that are allowed to sit outside the axes. `),l(e.$slots,`overlay`,{},void 0,!0),x.xLabel?(t(),f(`text`,{key:1,class:`dl-plot__label`,x:T.value.x+T.value.width/2,y:x.height-6,"text-anchor":`middle`},r(x.xLabel),9,W)):C(`v-if`,!0),x.yLabel?(t(),f(`text`,{key:2,class:`dl-plot__label`,x:-(T.value.y+T.value.height/2),y:13,"text-anchor":`middle`,transform:`rotate(-90)`},r(x.yLabel),9,G)):C(`v-if`,!0)],8,P))}}),[[`__scopeId`,`data-v-515e2759`]]),q={class:`dl-points`},J=[`cx`,`cy`,`r`,`fill`],Y=[`d`,`fill`],X=[`x`,`y`],Z=T(c({__name:`PlotPoints`,props:{points:{},radius:{default:5},color:{},colors:{},shapes:{},opacity:{default:1}},setup(e){let{$slidev:n,$nav:i,$clicksContext:o,$clicks:c,$page:l,$renderContext:u,$frontmatter:m}=E(),h=e,_=j(),y=g(()=>h.points.map((e,t)=>{let n=String(e.cls??``);return{i:t,cx:_.sx(e.x),cy:_.sy(e.y),shape:h.shapes?.[n]??`circle`,fill:h.colors?.[n]??h.color??`var(--dl-accent)`,highlight:!!e.highlight,label:e.label}}));function b(e,t,n){let r=n*.9;return`M${e-r},${t-r} h${r*2} v${r*2} h${-r*2} Z`}function x(e,t,n){let r=n*1.2;return`M${e},${t-r} L${e+r},${t+r*.8} L${e-r},${t+r*.8} Z`}return(e,n)=>(t(),f(v,null,[C('\n Opacity goes through `style`, never the SVG `opacity` attribute. UnoCSS\n attributify scans source text, so a literal `opacity="0.85"` anywhere in the\n project emits `[opacity~="0.85"]{opacity:0.0085}` — and that CSS rule beats\n the presentation attribute, silently rendering marks all but invisible.\n '),d(`g`,q,[(t(!0),f(v,null,a(y.value,e=>(t(),f(`g`,{key:e.i,style:s({opacity:h.opacity})},[e.shape===`circle`?(t(),f(`circle`,{key:0,cx:e.cx,cy:e.cy,r:h.radius,fill:e.fill,class:p({"is-highlight":e.highlight})},null,10,J)):(t(),f(`path`,{key:1,d:e.shape===`square`?b(e.cx,e.cy,h.radius):x(e.cx,e.cy,h.radius),fill:e.fill,class:p({"is-highlight":e.highlight})},null,10,Y)),e.label?(t(),f(`text`,{key:2,x:e.cx+h.radius+4,y:e.cy+4},r(e.label),9,X)):C(`v-if`,!0)],4))),128))])],2112))}}),[[`__scopeId`,`data-v-c681d555`]]);function Q(e){let t=e>>>0||1;return()=>(t=Math.imul(t,1664525)+1013904223>>>0,t/2**32)}function ie(e){let t=Q(e),n=null;return()=>{if(n!==null){let e=n;return n=null,e}let e=0,r=0,i=0;do e=t()*2-1,r=t()*2-1,i=e*e+r*r;while(i===0||i>=1);let a=Math.sqrt(-2*Math.log(i)/i);return n=r*a,e*a}}var ae={class:`dl-mltypes`},oe={class:`dl-mltypes__tabs`,role:`tablist`},se=[`aria-selected`,`onClick`],ce={class:`dl-mltypes__stage`},le={key:0,viewBox:`0 0 460 200`,class:`dl-mltypes__svg`},$={class:`dl-mltypes__blurb`},ue=T(c({__name:`MLTypes`,setup(e){let{$slidev:i,$nav:o,$clicksContext:s,$clicks:c,$page:l,$renderContext:u,$frontmatter:_}=E(),y=[{key:`supervised`,name:`Supervised`,blurb:`Labelled examples in, a predictive model out. The label is the teaching signal.`},{key:`unsupervised`,name:`Unsupervised`,blurb:`No labels at all — structure has to come from the data itself, e.g. clustering.`},{key:`reinforcement`,name:`Reinforcement`,blurb:`An agent acts on an environment and learns from the reward that comes back.`}],b=m(`supervised`),S=g(()=>y.find(e=>e.key===b.value)),w=g(()=>{let e=ie(4242);return[[2.2,6.4],[2.6,2.4],[6.6,3.6]].flatMap(([t,n],r)=>Array.from({length:16},()=>({x:t+e()*.62,y:n+e()*.62,cls:String(r)})))}),T={0:`var(--dl-accent)`,1:`var(--dl-heading)`,2:`var(--dl-muted)`};return(e,i)=>{let o=Z,s=K;return t(),f(`div`,ae,[d(`div`,oe,[(t(),f(v,null,a(y,e=>d(`button`,{key:e.key,type:`button`,role:`tab`,"aria-selected":e.key===b.value,class:p({"is-active":e.key===b.value}),onClick:t=>b.value=e.key},r(e.name),11,se)),64))]),d(`div`,ce,[C(` Supervised: labelled data trains an algorithm that then predicts. `),b.value===`supervised`?(t(),f(`svg`,le,[...i[0]||=[x(`Training dataLabelsML algorithmPredictive modelNew dataPredicted labels`,8)]])):b.value===`unsupervised`?(t(),f(v,{key:1},[C(` Unsupervised: the same points, no labels, structure found anyway. `),n(s,{"x-domain":[0,9],"y-domain":[0,9],width:360,height:210,"x-label":`x₁`,"y-label":`x₂`,"x-ticks":4,"y-ticks":4},{default:h(()=>[n(o,{points:w.value,colors:T,radius:4.5,opacity:.9},null,8,[`points`])]),_:1})],2112)):(t(),f(v,{key:2},[C(`
+ Reinforcement: the agent/environment loop.
+
+ Geometry is orthogonal and every arrow starts on one box edge and ends
+ on another. Environment spans x 280-430, y 20-64; Agent spans x 30-180,
+ y 132-176. Reward and state come down onto the agent's top edge at
+ x = 80 and x = 140, both inside the box; the action arrow leaves the
+ agent's right edge and returns to the environment's bottom edge.
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+import{B as e,D as t,_ as n,et as r,v as i,xt as a,yt as o}from"./modules/shiki-CJZsCeMT.js";import{n as s,t as c}from"./slidev/context-C6dxaFaS.js";import{t as l}from"./section-B0St524Y.js";var u={__name:`slides.md__slidev_26`,setup(u){let{$slidev:d,$nav:f,$clicksContext:p,$clicks:m,$page:h,$renderContext:g,$frontmatter:_}=s();return p.setup(),(s,u)=>(e(),i(l,a(t(o(c)(o(_),25))),{default:r(()=>[...u[0]||=[n(`h1`,null,`Deep learning frameworks`,-1)]]),_:1},16))}};export{u as default};
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+import{B as e,C as t,D as n,_ as r,et as i,v as a,xt as o,yt as s}from"./modules/shiki-CJZsCeMT.js";import{n as c,t as l}from"./slidev/context-C6dxaFaS.js";import{t as u}from"./slidev/VClicks-B8wlhdtp.js";import{t as d}from"./default-BUdGXBS6.js";var f={class:`grid grid-cols-2 gap-x-10 mt-4`},p={__name:`slides.md__slidev_6`,setup(p){let{$slidev:m,$nav:h,$clicksContext:g,$clicks:_,$page:v,$renderContext:y,$frontmatter:b}=c();return g.setup(),(c,p)=>{let m=u;return e(),a(d,o(n(s(l)(s(b),5))),{default:i(()=>[p[2]||=r(`h1`,null,`Outline`,-1),r(`div`,f,[r(`div`,null,[t(m,null,{default:i(()=>[...p[0]||=[r(`ul`,null,[r(`li`,null,`Introduction to course content`),r(`li`,null,`Course evaluation method, and exams`),r(`li`,null,`What is deep learning?`),r(`li`,null,`Application of deep learning`)],-1)]]),_:1})]),r(`div`,null,[t(m,null,{default:i(()=>[...p[1]||=[r(`ul`,null,[r(`li`,null,`Deep learning frameworks`),r(`li`,null,`Installing a deep learning framework`),r(`li`,null,`Google Colab and Kaggle`),r(`li`,null,`Jupyter notebooks`)],-1)]]),_:1})])])]),_:1},16)}}};export{p as default};
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+import{B as e,D as t,G as n,S as r,_ as i,b as a,et as o,tt as s,v as c,xt as l,y as u,yt as d}from"./modules/shiki-CJZsCeMT.js";import{n as f,t as p}from"./slidev/context-C6dxaFaS.js";import{t as m}from"./default-BUdGXBS6.js";var h={class:`grid grid-cols-2 gap-6 mt-3`},g={class:`dl-assignment`},_={class:`dl-assignment`},v={class:`mt-6 dl-callout`},y={__name:`slides.md__slidev_9`,setup(y){let{$slidev:b,$nav:x,$clicksContext:S,$clicks:C,$page:w,$renderContext:T,$frontmatter:E}=f();return S.setup(),(f,y)=>{let b=n(`click`);return e(),c(m,l(t(d(p)(d(E),8))),{default:o(()=>[y[3]||=i(`h1`,null,`The two assignments`,-1),u(`
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\ No newline at end of file
diff --git a/lecture-01/assets/slidev/DrawingLayer-kPsfc-0-.js b/lecture-01/assets/slidev/DrawingLayer-kPsfc-0-.js
new file mode 100644
index 0000000000000000000000000000000000000000..346210e422bf27fc454342007c8d607b9b20ee5f
--- /dev/null
+++ b/lecture-01/assets/slidev/DrawingLayer-kPsfc-0-.js
@@ -0,0 +1 @@
+import{B as e,I as t,R as n,T as r,Z as i,b as a,bt as o,dt as s,yt as c}from"../modules/shiki-CJZsCeMT.js";import{n as l}from"./context-C6dxaFaS.js";import{t as u}from"../useDrawings-D2hLysQf.js";var d=r({__name:`DrawingLayer`,setup(r){let{drauu:d,drawingEnabled:f,loadCanvas:p}=u(),m=l().$scale,h=s();return n(()=>{d.mount(h.value,h.value.parentElement),i(m,e=>d.options.coordinateScale=1/e,{immediate:!0}),p()}),t(()=>{d.unmount()}),(t,n)=>(e(),a(`svg`,{ref_key:`svg`,ref:h,class:o([`w-full h-full absolute top-0`,{"pointer-events-none":!c(f),"touch-none":c(f)}])},null,2))}});export{d as default};
\ No newline at end of file
diff --git a/lecture-01/assets/slidev/NoteDisplay-CtSe7vMG.js b/lecture-01/assets/slidev/NoteDisplay-CtSe7vMG.js
new file mode 100644
index 0000000000000000000000000000000000000000..f0c8d23670616d405db7de49fd4812f0e3cf57bb
--- /dev/null
+++ b/lecture-01/assets/slidev/NoteDisplay-CtSe7vMG.js
@@ -0,0 +1 @@
+import{B as e,Ct as t,H as n,P as r,Q as i,R as a,St as o,T as s,Z as c,_ as l,b as u,bt as d,dt as f,g as p,m,ot as h,y as g,yt as _}from"../modules/shiki-CJZsCeMT.js";import{et as v,rt as y}from"../useNav-DmKDaGWK.js";import{l as b}from"./context-C6dxaFaS.js";var x=[`title`],S={key:0,"flex-auto":``},C={"text-primary":``},w={op50:``,"text-sm":``},T={key:0,absolute:``,"inset-y-0":``,"right-0":``,"w-0.5":``,"bg-primary":``,"z-1":``},E=s({__name:`ClicksSlider`,props:{clicksContext:{},readonly:{type:Boolean},active:{type:Boolean,default:!0},resettable:{type:Boolean},compact:{type:Boolean},attached:{type:Boolean}},emits:[`activate`,`reset`],setup(r,{emit:i}){let a=r,s=i,c=p(()=>a.clicksContext.total),E=p(()=>v(0,a.clicksContext.clicksStart,c.value)),D=p(()=>c.value-E.value+1),O=p({get(){return 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s=n,m=o,h=p(()=>s.clicksContext!=null&&s.noteHtml?.includes(j)),g=f(null);function _(){if(!g.value||!h.value)return;let e=Array.from(g.value.querySelectorAll(`.${j}`)),t=new Map,n=new Map,r=0;for(let i of e){let e=Number(i.dataset.clicks);t.set(i,e);let a=i,o=i.parentElement;for(;o&&a!==g.value;)n.has(o)||n.set(o,[[null,r]]),n.get(o).push([a,e]),a=o,o=o.parentElement;r=e}let i=new Map;for(let[e,t]of n){let n=!1,r=0;for(let a of Array.from(e.childNodes)){let o=!1;for(;a===t[r+1]?.[0];)o=!0,r++;if(o)continue;let s=a;if(a.nodeType===3){if(!a.textContent?.trim())continue;s=document.createElement(`span`),s.textContent=a.textContent,e.insertBefore(s,a),a.remove()}n||=r===0,i.set(s,t[r][1])}n||(t[0][1]=-1)}return e=>{let r=s.highlight;for(let[t,i]of n)t.classList.toggle(A,r&&!i.some(([t,n])=>n===e));for(let[t,n]of i)t.classList.toggle(A,r&&n!==e);for(let[n,i]of t)n.classList.remove(A),n.classList.toggle(`${j}-past`,r&&ie+1),n.ondblclick=e=>{r&&(m(`markerDblclick`,e,i),!e.defaultPrevented&&(s.clicksContext.current=i,e.stopPropagation(),e.stopImmediatePropagation()))},n.onclick=e=>{r&&m(`markerClick`,e,i)},r&&s.autoScroll&&i===e&&n.scrollIntoView({block:`center`,behavior:`smooth`})}}let v=f();return c(()=>[s.noteHtml,s.highlight],()=>{r(()=>{v.value=_()})},{immediate:!0}),a(()=>{_()}),i(()=>{let e=s.clicksContext?.current??999999;v.value?.(e)}),(r,i)=>n.noteHtml?(e(),u(`div`,{key:0,ref_key:`noteDisplay`,ref:g,class:d([`prose dark:prose-invert overflow-auto outline-none slidev-note`,[s.class,h.value?`slidev-note-with-clicks`:``]]),innerHTML:n.noteHtml},null,10,D)):n.note?(e(),u(`div`,{key:1,class:d([`prose dark:prose-invert overflow-auto outline-none slidev-note`,s.class])},[l(`p`,{textContent:t(n.note)},null,8,O)],2)):(e(),u(`div`,{key:2,class:d([`prose dark:prose-invert overflow-auto outline-none opacity-50 italic select-none slidev-note`,s.class])},[l(`p`,{textContent:t(s.placeholder||`No notes.`)},null,8,k)],2))}});export{E as n,M as t};
\ No newline at end of file
diff --git a/lecture-01/assets/slidev/NoteEditable-CA9Zwk4G.js b/lecture-01/assets/slidev/NoteEditable-CA9Zwk4G.js
new file mode 100644
index 0000000000000000000000000000000000000000..cb876a80c86e877a34825bc855c26ea585163ea7
--- /dev/null
+++ b/lecture-01/assets/slidev/NoteEditable-CA9Zwk4G.js
@@ -0,0 +1 @@
+import{B as e,P as t,Q as n,St as r,T as i,Z as a,b as o,bt as s,d as c,dt as l,gt as u,l as d,tt as f,v as p,yt as m}from"../modules/shiki-CJZsCeMT.js";import{O as h,S as g,o as _}from"../modules/vue-ClnAKIA7.js";import{t as v}from"../index-CzJwomzX.js";import{t as y}from"./NoteDisplay-CtSe7vMG.js";var b=[`placeholder`],x=i({__name:`NoteEditable`,props:{no:{type:Number,required:!0},class:{default:``},editing:{default:!1},style:{default:()=>({})},placeholder:{default:`No notes for this slide`},clicksContext:{type:Object},highlight:{default:!0},autoHeight:{default:!1}},emits:[`update:editing`,`markerDblclick`,`markerClick`],setup(i,{emit:x}){let S=i,C=x,w=g(S,`editing`,C,{passive:!0}),{info:T,update:E}=v(u(S,`no`)),D=l(``),O,{ignoreUpdates:k}=h(D,e=>{if(!w.value)return;let t=S.no;clearTimeout(O),O=setTimeout(()=>{E({note:e},t)},500)});a(()=>T.value?.note,(e=``)=>{w.value||(clearTimeout(O),k(()=>{D.value=e}))},{immediate:!0,flush:`sync`});let A=l(),j=l();n(()=>{w.value&&A.value?.focus()}),_(A,()=>{w.value=!1});function M(){!S.autoHeight||!A.value||!w.value||A.value.scrollHeight>A.value.clientHeight&&(A.value.style.height=`${A.value.scrollHeight}px`)}function N(e){w.value&&e.metaKey&&e.key===`s`&&(e.preventDefault(),E({note:D.value},S.no))}return a([D,w],()=>{t(()=>{M()})},{flush:`post`,immediate:!0}),(t,n)=>m(w)?f((e(),o(`textarea`,{key:1,ref_key:`inputEl`,ref:A,"onUpdate:modelValue":n[2]||=e=>D.value=e,class:s([`prose dark:prose-invert resize-none overflow-auto outline-none bg-transparent block border-primary border-2 slidev-note placeholder:op25`,[S.class,D.value?``:`italic`]]),style:r([S.style,j.value==null?{}:{height:`${j.value}px`}]),placeholder:i.placeholder,onKeydown:[n[3]||=c(e=>w.value=!1,[`esc`]),N]},null,46,b)),[[d,D.value]]):(e(),p(y,{key:0,class:s([`border-transparent border-2`,[S.class,D.value?``:`opacity-25 italic select-none`]]),style:r(S.style),note:D.value||i.placeholder,"note-html":m(T)?.noteHTML,"clicks-context":i.clicksContext,"auto-scroll":!i.autoHeight,highlight:S.highlight,onMarkerClick:n[0]||=(e,t)=>C(`markerClick`,e,t),onMarkerDblclick:n[1]||=(e,t)=>C(`markerDblclick`,e,t)},null,8,[`class`,`style`,`note`,`note-html`,`clicks-context`,`auto-scroll`,`highlight`]))}});export{x as t};
\ No newline at end of file
diff --git a/lecture-01/assets/slidev/TimerBar-D_lz8GJ6.js b/lecture-01/assets/slidev/TimerBar-D_lz8GJ6.js
new file mode 100644
index 0000000000000000000000000000000000000000..f5bb18040e0fc5ba18b10044ad938c50e642597e
--- /dev/null
+++ b/lecture-01/assets/slidev/TimerBar-D_lz8GJ6.js
@@ -0,0 +1 @@
+import{B as e,C as t,H as n,St as r,T as i,a,b as o,bt as s,et as c,g as l,gt as u,lt as d,m as f,y as p,yt as m}from"../modules/shiki-CJZsCeMT.js";import{$ as h,H as g,t as _}from"../useNav-DmKDaGWK.js";import{P as v}from"../modules/vue-ClnAKIA7.js";import{o as y}from"../index-CzJwomzX.js";var b={class:`relative flex gap-px`},x=i({__name:`CurrentProgressBar`,props:{clicksContext:{},current:{}},setup(i){let u=i,d=_(),h=l(()=>u.clicksContext??d.clicksContext.value),g=l(()=>u.current??d.currentSlideNo.value),{total:v}=d;return(i,l)=>(e(),o(`div`,b,[(e(!0),o(f,null,n(m(v)-1,n=>(e(),o(`div`,{key:n,class:s([`border-x border-b border-main h-4px transition-all`,n[n===g.value?(e(),o(`div`,{key:0,class:`h-full bg-primary op75 transition-all`,style:r({width:`${h.value.total===0?0:h.value.current/(h.value.total+1)*100}%`})},null,4)):p(`v-if`,!0)]),_:2},1024)],6))),128))]))}});function S(){let e=l(()=>h.timer||`stopwatch`),t=l(()=>g(h.duration).seconds),n=v(100,{controls:!0}),r=u(y,`timer`),i=l(()=>r.value?.status),a=l(()=>(n.counter.value,r.value.status===`stopped`||!r.value.startedAt?0:r.value.status===`paused`?r.value.pausedAt-r.value.startedAt:Date.now()-r.value.startedAt)),o=l(()=>a.value/1e3),s=l(()=>o.value/t.value*100),c=l(()=>{if(e.value===`stopwatch`&&(r.value.status===`stopped`||!r.value.startedAt))return{h:``,m:`-`,s:`--`,ms:`-`};let n=e.value===`countdown`?t.value*1e3-a.value:a.value,i=Math.floor(n/1e3/60/60).toString();i===`0`&&(i=``);let o=Math.floor(n/1e3/60%60).toString();i&&(o=o.padStart(2,`0`));let s=Math.floor(n/1e3%60).toString().padStart(2,`0`),c=Math.floor(n%1e3/100).toString();return{h:i,m:o,s,ms:c}});function d(){n.pause(),r.value={status:`stopped`,slides:{},startedAt:0,pausedAt:0}}function f(){r.value&&(r.value?.status===`stopped`?(r.value.status=`running`,r.value.startedAt=Date.now()):r.value.status===`paused`&&(r.value.status=`running`,r.value.startedAt=Date.now()-(r.value.pausedAt-r.value.startedAt)),n.resume())}function p(){r.value.status=`paused`,r.value.pausedAt=Date.now(),n.pause()}function m(){r.value.status===`running`?p():f()}return{state:r,status:i,timer:c,reset:d,toggle:m,resume:f,pause:p,passed:o,percentage:s,duration:t,mode:e}}var C={class:`border-b mt-px border-main relative flex h-4px`},w=i({__name:`TimerBar`,setup(t){let n=d(S()),i=l(()=>n.status===`stopped`?`op50`:n.status===`paused`?`bg-blue`:n.percentage>100?`bg-red`:n.percentage>80?`bg-yellow`:`bg-green`);return(t,a)=>(e(),o(`div`,C,[n.status===`stopped`?p(`v-if`,!0):(e(),o(`div`,{key:0,class:s([`h-4px`,i.value]),style:r({width:`${n.percentage}%`})},null,6)),p(` {{ timesplits }} `)]))}});export{S as n,x as r,w as t};
\ No newline at end of file
diff --git a/lecture-01/assets/slidev/VClicks-B8wlhdtp.js b/lecture-01/assets/slidev/VClicks-B8wlhdtp.js
new file mode 100644
index 0000000000000000000000000000000000000000..8fc53f21586d039526ab708849039846fd99b9bf
--- /dev/null
+++ b/lecture-01/assets/slidev/VClicks-B8wlhdtp.js
@@ -0,0 +1 @@
+import{B as e,C as t,G as n,O as r,R as i,T as a,j as o,m as s,p as c,tt as l,v as u,z as d}from"../modules/shiki-CJZsCeMT.js";import{G as f,it as p}from"../useNav-DmKDaGWK.js";import{n as m}from"./context-C6dxaFaS.js";import{u as h}from"../index-CzJwomzX.js";var g=a({__name:`VClickGap`,props:{size:{type:[String,Number],default:1}},setup(t){let n=t,{$clicksContext:r}=m(),a=h(),o=+n.size;return Number.isNaN(o)&&(console.warn(`[slidev] Invalid size for VClickGap: ${n.size}`),o=1),i(()=>{let e=r.currentOffset+o-1;r.register(a,{max:e,delta:o})}),d(()=>{r.unregister(a)}),(t,n)=>(e(),u(s))}}),_=[`ul`,`ol`],v=/[\s,]+/,y=a({props:{depth:{type:[Number,String],default:1},every:{type:[Number,String],default:1},at:{type:[Number,String],default:`+1`},hide:{type:Boolean,default:!1},fade:{type:Boolean,default:!1},animation:{type:[String,Array],default:void 0},handleSpecialElements:{type:Boolean,default:!0}},render(){let e=+this.every,i=f(this.at),a=typeof i==`string`,s=this.$slots.default?.();if(i==null||!s)return s;let u=n(`click`),d=(e,t)=>{let n={hide:this.hide};return typeof this.animation==`string`?this.animation.split(v).forEach(e=>{e&&(n[e]=!0)}):Array.isArray(this.animation)&&this.animation.forEach(e=>n[e]=!0),this.fade&&(n.fade=!0),l(e,[[u,t,``,n]])},m=e=>e.flatMap(e=>o(e)&&typeof e.type==`symbol`&&Array.isArray(e.children)?m(e.children):[e]);s=m(p(s));let h=(e,t=1)=>m(e).map(e=>{if(!o(e))return e;if(_.includes(e.type)&&Array.isArray(e.children)){let n=x(e.children,t+1);return r(e,{},n)}return r(e)}),y=1,b=0,x=(t,n=1)=>m(t).map(t=>{if(!o(t)||t.type===c)return t;let s=+i+Math.ceil(y++/e)-1,l;l=n<+this.depth&&Array.isArray(t.children)?r(t,{},h(t.children,n)):r(t);let u=s-b;return b=s,d(l,a?u>=0?`+${u}`:`${u}`:s)}),S=()=>t(g,{size:+i+Math.ceil((y-1)/e)-1-b});if(this.handleSpecialElements){if(s.length===1&&_.includes(s[0].type)&&Array.isArray(s[0].children))return r(s[0],{},[...x(s[0].children),S()]);if(s.length===1&&s[0].type===`table`){let e=s[0];if(Array.isArray(e.children))return r(e,{},e.children.map(e=>o(e)?e.type===`tbody`&&Array.isArray(e.children)?r(e,{},[...x(e.children),S()]):r(e):e))}}return[...x(s),S()]}});export{y as t};
\ No newline at end of file
diff --git a/lecture-01/assets/slidev/notes-D11AA9O9.js b/lecture-01/assets/slidev/notes-D11AA9O9.js
new file mode 100644
index 0000000000000000000000000000000000000000..be00cec18841b019defc4bae73e5f14363651857
--- /dev/null
+++ b/lecture-01/assets/slidev/notes-D11AA9O9.js
@@ -0,0 +1 @@
+import{B as e,C as t,Ct as n,S as r,St as i,T as a,Z as o,_ as s,b as c,dt as l,et as u,g as d,m as f,yt as p}from"../modules/shiki-CJZsCeMT.js";import{U as m,Z as h,t as g,u as _}from"../useNav-DmKDaGWK.js";import{h as v}from"../modules/vue-ClnAKIA7.js";import{m as y,o as b}from"../index-CzJwomzX.js";import{t as x}from"./IconButton-BwA4p7Ax.js";import{t as S}from"./Modal-cvUjgiyd.js";import{n as C,t as w}from"./NoteDisplay-CtSe7vMG.js";import{r as T,t as E}from"./TimerBar-D_lz8GJ6.js";var D={class:`flex my-1`},O={class:`h-full flex flex-col`},k={class:`flex-none border-t border-main`,px3:``,py2:``},A={class:`flex-none border-t border-main`},j={class:`flex gap-1 items-center px-6 py-3`},M={key:0,class:`i-carbon:minimize`},N={key:1,class:`i-carbon:maximize`},P={class:`px2 my-auto`},F={class:`text-lg`},I={class:`opacity-50 text-sm`},L=a({__name:`notes`,setup(a){y({title:`Notes - ${h}`});let{slides:L,total:R}=g(),{isFullscreen:z,toggle:B}=_,V=l(),H=v(`slidev-notes-font-size`,18),U=d(()=>b.page),W=l(!1),G=d(()=>L.value.find(e=>e.no===U.value));o(U,()=>{V.value?.scrollTo({left:0,top:0,behavior:`smooth`}),window.scrollTo({left:0,top:0,behavior:`smooth`})});function K(){H.value+=1}function q(){--H.value}let J=d(()=>{let e=b.clicks,t=b.clicksTotal;return m(l(e),void 0,t)});return(a,o)=>(e(),c(f,null,[t(S,{modelValue:W.value,"onUpdate:modelValue":o[1]||=e=>W.value=e,class:`px-6 py-4 flex flex-col gap-2`},{default:u(()=>[o[3]||=s(`div`,{class:`flex gap-2 text-xl`},[s(`div`,{class:`i-carbon:information my-auto`}),r(` Help `)],-1),o[4]||=s(`div`,{class:`prose dark:prose-invert`},[s(`p`,null,`This is the hands-free live notes viewer.`),s(`p`,null,`It's designed to be used in a separate view or device. The progress is controlled by and auto synced with the main presenter or slide.`)],-1),s(`div`,D,[s(`button`,{class:`slidev-form-button`,onClick:o[0]||=e=>W.value=!1},` Close `)])]),_:1},8,[`modelValue`]),s(`div`,O,[t(T,{"clicks-context":J.value,current:U.value},null,8,[`clicks-context`,`current`]),t(E),s(`div`,{ref_key:`scroller`,ref:V,class:`px-5 py-3 flex-auto h-full overflow-auto`,style:i({fontSize:`${p(H)}px`})},[t(w,{note:G.value?.meta.slide.note,"note-html":G.value?.meta.slide.noteHTML,placeholder:`No notes for Slide ${U.value}.`,"clicks-context":J.value,"auto-scroll":!0},null,8,[`note`,`note-html`,`placeholder`,`clicks-context`])],4),s(`div`,k,[t(C,{"clicks-context":J.value,readonly:``},null,8,[`clicks-context`])]),s(`div`,A,[s(`div`,j,[t(x,{title:p(z)?`Close fullscreen`:`Enter fullscreen`,onClick:p(B)},{default:u(()=>[p(z)?(e(),c(`div`,M)):(e(),c(`div`,N))]),_:1},8,[`title`,`onClick`]),t(x,{title:`Increase font size`,onClick:K},{default:u(()=>[...o[5]||=[s(`div`,{class:`i-carbon:zoom-in`},null,-1)]]),_:1}),t(x,{title:`Decrease font size`,onClick:q},{default:u(()=>[...o[6]||=[s(`div`,{class:`i-carbon:zoom-out`},null,-1)]]),_:1}),t(x,{title:`Edit notes`,to:`/notes-edit`,target:`_blank`},{default:u(()=>[...o[7]||=[s(`div`,{class:`i-carbon:edit`},null,-1)]]),_:1}),t(x,{title:`Help`,class:`rounded-full`,onClick:o[2]||=e=>W.value=!0},{default:u(()=>[...o[8]||=[s(`div`,{class:`i-carbon:help`},null,-1)]]),_:1}),o[9]||=s(`div`,{class:`flex-auto`},null,-1),s(`div`,P,[s(`span`,F,n(U.value),1),s(`span`,I,` / `+n(p(R)),1)])])])])],64))}});export{L as default};
\ No newline at end of file
diff --git a/lecture-01/assets/slidev/notes-edit-CrJ_OPLU.js b/lecture-01/assets/slidev/notes-edit-CrJ_OPLU.js
new file mode 100644
index 0000000000000000000000000000000000000000..4647f95524c9dbebbdfca20784b0a10936d097b3
--- /dev/null
+++ b/lecture-01/assets/slidev/notes-edit-CrJ_OPLU.js
@@ -0,0 +1,2 @@
+import{B as e,C as t,S as n,T as r,_ as i,b as a,dt as o,et as s,l as c,m as l,tt as u}from"../modules/shiki-CJZsCeMT.js";import{Z as d,t as f}from"../useNav-DmKDaGWK.js";import{D as p}from"../modules/vue-ClnAKIA7.js";import{m,t as h}from"../index-CzJwomzX.js";import{t as g}from"./IconButton-BwA4p7Ax.js";import{t as _}from"./Modal-cvUjgiyd.js";var v={class:`flex my-1`},y={class:`h-full`},b={class:`slidev-glass-effect fixed bottom-5 right-5 rounded-full border border-main`},x=r({__name:`notes-edit`,setup(r){let x=/^---\s*#(\d+)\s*$/;m({title:`Notes Edit - ${d}`});let{slides:S}=f(),C=o(!1),w=o(T(S.value));function T(e){let t=[];for(let n of e)n.meta.slide.note?.trim()&&(t.push(`--- #${n.no}`),t.push(``),t.push(n.meta.slide.note),t.push(``));return t.join(`
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\ No newline at end of file
diff --git a/lecture-01/assets/slidev/overview-DvHoRLXt.js b/lecture-01/assets/slidev/overview-DvHoRLXt.js
new file mode 100644
index 0000000000000000000000000000000000000000..90037060a6de43cad45e5db9fc9c4b6ba3523281
--- /dev/null
+++ b/lecture-01/assets/slidev/overview-DvHoRLXt.js
@@ -0,0 +1 @@
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diff --git a/lecture-01/assets/slidev/play-CCJZMsMI.js b/lecture-01/assets/slidev/play-CCJZMsMI.js
new file mode 100644
index 0000000000000000000000000000000000000000..088e8874da9b894e630169a4398a5ee697a86587
--- /dev/null
+++ b/lecture-01/assets/slidev/play-CCJZMsMI.js
@@ -0,0 +1,2 @@
+const __vite__mapDeps=(i,m=__vite__mapDeps,d=(m.f||(m.f=["./DrawingControls-DwXPG1er.js","../rolldown-runtime-hePW80VL.js","../modules/shiki-CJZsCeMT.js","../modules/shiki-BrmBd2_v.css","../modules/vue-ClnAKIA7.js","../useDrawings-D2hLysQf.js","../useNav-DmKDaGWK.js","../preload-helper-HclGiUj8.js","../_plugin-vue_export-helper-BDNMzG2s.js","./context-C6dxaFaS.js","../index-CzJwomzX.js","../syncState-3Tc2ZArb.js","../index-XztM1N1L.css","./IconButton-BwA4p7Ax.js","./VerticalDivider-Bvc1MZzH.js","../DrawingControls-Dhbx0szf.css"])))=>i.map(i=>d[i]);
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\ No newline at end of file
diff --git a/lecture-01/assets/slidev/presenter-Ci55oCEr.js b/lecture-01/assets/slidev/presenter-Ci55oCEr.js
new file mode 100644
index 0000000000000000000000000000000000000000..a7ac729573837de7d35e9a081d9ba5afe7dba856
--- /dev/null
+++ b/lecture-01/assets/slidev/presenter-Ci55oCEr.js
@@ -0,0 +1 @@
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diff --git a/lecture-01/assets/slidev/shortcuts-H2sACvBO.js b/lecture-01/assets/slidev/shortcuts-H2sACvBO.js
new file mode 100644
index 0000000000000000000000000000000000000000..399a1af934c79234c857d28262486dde568dd39c
--- /dev/null
+++ b/lecture-01/assets/slidev/shortcuts-H2sACvBO.js
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index 0000000000000000000000000000000000000000..579930d69c9f598f62403e1cc98bb3b0f194675c
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+++ b/lecture-01/assets/useDrawings-D2hLysQf.js
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PGR207 Deep Learning 2026 — Lecture 01
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