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janoshjanosh
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add four-vs-of-data.typ, dropout.typ, nf-coupling-layer.typ, vae.typ, zt-vs-n.typ converted from Tikz versions
add new pie-physics-chemistry-ml.typ and its PDF/PNG/SVG assets - add '*.pyc' to .gitignore - update readme.md to reflect new diagram count (115 to 116) and add pie chart to table - fix relative import of pdf_to_svg_png_compressed from renamed convert_assets.py module - display both typst and latex code on diagram pages (if available)
1 parent 109cf2c commit 52d47fd

19 files changed

+889
-186
lines changed

‎.gitignore

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__latexindent_temp.tex
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*.pyc

‎assets/dropout/dropout.typ

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#import "@preview/cetz:0.3.1": canvas, draw
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#set page(width: auto, height: auto, margin: 5pt)
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#let layer-sep = 2.5
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#let node-sep = 1.5
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#let node-radius = 0.3
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#let cross-size = node-radius * 1.2
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// Helper function to draw a neural network layer
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#let draw-layer(x-pos, n-nodes, disabled: (), center: false) = {
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let y-coords = ()
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for idx in range(n-nodes) {
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// Center vertically if requested (for output layer)
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let y-offset = if center { (5 - n-nodes) * node-sep / 2 } else { 0 }
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let y-pos = idx * node-sep + y-offset
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// Draw node as filled circle with black outline
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draw.circle(
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(x-pos, y-pos),
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radius: node-radius,
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stroke: black + 1pt,
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fill: white,
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)
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// Add X if node is disabled
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if idx + 1 in disabled {
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// Draw red X with thicker lines
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draw.line(
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(x-pos - cross-size, y-pos - cross-size),
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(x-pos + cross-size, y-pos + cross-size),
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stroke: red + 2pt,
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)
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draw.line(
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(x-pos - cross-size, y-pos + cross-size),
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(x-pos + cross-size, y-pos - cross-size),
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stroke: red + 2pt,
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#set page(width: auto, height: auto, margin: 8pt)
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#canvas({
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import draw: line, circle, content
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let node-style = (stroke: black + 1pt, fill: white)
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let layer-sep = 2.5 // Horizontal separation between layers
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let node-sep = 1.5 // Vertical separation between nodes
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let arrow-style = (stroke: black + 1pt, mark: (end: "stealth"), fill: black)
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// Helper function to draw a layer of nodes
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let draw-layer(x, nodes, prefix: "") = {
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for ii in range(nodes) {
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circle(
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(x, node-sep * (ii + 1)),
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radius: 0.3,
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name: prefix + str(ii + 1),
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..node-style,
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)
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} else {
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y-coords.push(y-pos)
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}
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}
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return y-coords
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}
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// Helper to draw connections between layers
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#let connect-layers(x1, y1s, x2, y2s) = {
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for y1 in y1s {
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for y2 in y2s {
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draw.line(
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(float(x1), float(y1)),
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(float(x2), float(y2)),
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mark: (end: "stealth", fill: black),
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stroke: black + 1pt,
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)
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// Helper to connect all nodes between layers
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let connect-layers(from-prefix, to-prefix, from-nodes, to-nodes) = {
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for ii in range(from-nodes) {
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for jj in range(to-nodes) {
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line(
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(from-prefix + str(ii + 1)),
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(to-prefix + str(jj + 1)),
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..arrow-style,
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)
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}
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}
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}
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}
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#canvas({
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// Left network (before dropout)
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let x = 0.0
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let y1s = draw-layer(x, 5)
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x += layer-sep
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let y2s = draw-layer(x, 5)
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x += layer-sep
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let y3s = draw-layer(x, 5)
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x += layer-sep
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let y4s = draw-layer(x, 2, disabled: (), center: true) // vertically center output layer
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// Connect all nodes in adjacent layers
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connect-layers(0.0, y1s, layer-sep, y2s)
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connect-layers(layer-sep, y2s, 2 * layer-sep, y3s)
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connect-layers(2 * layer-sep, y3s, 3 * layer-sep, y4s)
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// Dropout arrow
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let arrow-x = 3.5 * layer-sep
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draw.line(
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(arrow-x, 2 * node-sep),
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(arrow-x + 2, 2 * node-sep),
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mark: (end: "stealth", fill: black),
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stroke: black + 1pt,
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)
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draw.content(
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(arrow-x + 1, 2 * node-sep + 0.3),
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text(weight: "bold", size: 1.2em, "dropout"),
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)
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// Left network (fully connected)
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// Draw all layers
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draw-layer(0, 5, prefix: "i") // Input layer
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draw-layer(layer-sep, 5, prefix: "h1") // First hidden layer
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draw-layer(2 * layer-sep, 5, prefix: "h2") // Second hidden layer
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// Draw output nodes
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circle((3 * layer-sep, 2 * node-sep), radius: 0.3, name: "o1", ..node-style)
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circle((3 * layer-sep, 4 * node-sep), radius: 0.3, name: "o2", ..node-style)
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// Right network (after dropout)
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x = arrow-x + 3
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let dy1s = draw-layer(x, 5, disabled: (1, 3))
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// Connect all layers
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connect-layers("i", "h1", 5, 5)
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connect-layers("h1", "h2", 5, 5)
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x += layer-sep
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let dy2s = draw-layer(x, 5, disabled: (1, 3, 4))
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// Connect to output nodes
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for ii in range(5) {
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line(("h2" + str(ii + 1)), "o1", ..arrow-style)
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line(("h2" + str(ii + 1)), "o2", ..arrow-style)
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}
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x += layer-sep
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let dy3s = draw-layer(x, 5, disabled: (2, 4))
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// Draw dropout arrow
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let mid-x = 4 * layer-sep
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line(
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(3.5 * layer-sep, 3 * node-sep),
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(4.5 * layer-sep, 3 * node-sep),
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..arrow-style,
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name: "dropout-arrow",
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)
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content(
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"dropout-arrow.mid",
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text(weight: "bold", size: 1.2em)[dropout],
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anchor: "south",
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padding: 3pt,
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)
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x += layer-sep
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let dy4s = draw-layer(x, 2, center: true) // vertically center output layer
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// Right network (with dropout)
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// Draw all layers
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draw-layer(mid-x + layer-sep, 5, prefix: "di")
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draw-layer(mid-x + 2 * layer-sep, 5, prefix: "dh1")
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draw-layer(mid-x + 3 * layer-sep, 5, prefix: "dh2")
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// Draw output nodes
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circle((mid-x + 4 * layer-sep, 2 * node-sep), radius: 0.3, name: "do1", ..node-style)
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circle((mid-x + 4 * layer-sep, 4 * node-sep), radius: 0.3, name: "do2", ..node-style)
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// Add dropout X marks
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let x-style = (fill: red, weight: "bold", size: 4em, baseline: -4pt)
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content("di1", text(..x-style)[×])
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content("di3", text(..x-style)[×])
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content("dh11", text(..x-style)[×])
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content("dh13", text(..x-style)[×])
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content("dh14", text(..x-style)[×])
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content("dh22", text(..x-style)[×])
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content("dh24", text(..x-style)[×])
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// Connect remaining nodes (after dropout)
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for ii in (2, 4, 5) {
96+
for jj in (2, 5) {
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line(("di" + str(ii)), ("dh1" + str(jj)), ..arrow-style)
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}
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}
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// Connect only enabled nodes
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connect-layers(x - 3 * layer-sep, dy1s, x - 2 * layer-sep, dy2s)
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connect-layers(x - 2 * layer-sep, dy2s, x - layer-sep, dy3s)
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connect-layers(x - layer-sep, dy3s, x, dy4s)
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for ii in (2, 5) {
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for jj in (1, 3, 5) {
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line(("dh1" + str(ii)), ("dh2" + str(jj)), ..arrow-style)
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}
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}
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for ii in (1, 3, 5) {
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line(("dh2" + str(ii)), "do1", ..arrow-style)
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line(("dh2" + str(ii)), "do2", ..arrow-style)
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}
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})

‎assets/four-vs-of-data/four-vs-of-data.typ

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#import "@preview/cetz:0.3.1": canvas, draw
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#import "@preview/cetz-plot:0.1.0": chart
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#set page(width: auto, height: auto, margin: 8pt)
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#canvas({
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import draw: *
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let radius = 3
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let arrow-radius = radius * 1.15 // Slightly larger for arrows
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// Data structure for 8 slices (4 main + 4 darker sub-slices)
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let data = (
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// Veracity (orange, top right)
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("veracity-main", 75, "Veracity", rgb("#FFA500").lighten(80%)),
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("veracity-sub", 15, "", rgb("#FFA500").lighten(60%)),
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// Volume (blue, top left)
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("volume-main", 75, "Volume", rgb("#0000FF").lighten(80%)),
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("volume-sub", 15, "", rgb("#0000FF").lighten(60%)),
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// Velocity (green, bottom left)
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("velocity-main", 75, "Velocity", rgb("#00FF00").lighten(80%)),
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("velocity-sub", 15, "", rgb("#00FF00").lighten(60%)),
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// Variety (yellow, bottom right)
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("variety-main", 75, "Variety", rgb("#FFFF00").lighten(80%)),
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("variety-sub", 15, "", rgb("#FFFF00").lighten(60%)),
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)
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// Draw main pie chart
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chart.piechart(
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data,
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value-key: 1,
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label-key: 2,
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radius: radius,
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slice-style: data.map(itm => itm.at(3)),
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stroke: black + .8pt,
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inner-label: (
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content: (value, label) => text(weight: "regular")[#label],
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radius: 120%,
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),
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outer-label: (
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content: (),
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),
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legend: (label: ()),
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)
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let arrow-style = (
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stroke: black + .8pt,
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mark: (end: "stealth", fill: black, offset: 5pt, scale: .75),
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)
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// Draw curved arrows using arc
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// Veracity arrow (top right, 0-90°)
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arc(
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(arrow-radius, 0),
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start: 0deg,
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stop: 90deg,
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radius: arrow-radius,
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..arrow-style,
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name: "veracity",
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)
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content("veracity.5%", text(size: .8em)[high variance], anchor: "south-west", padding: 3pt)
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content("veracity.95%", text(size: .8em)[reference data], anchor: "south-west", padding: 3pt)
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// Volume arrow (top left, 90-180°)
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arc(
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(0, arrow-radius),
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start: 90deg,
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stop: 180deg,
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radius: arrow-radius,
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..arrow-style,
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name: "volume",
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)
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content("volume.5%", text(size: .8em)[kilobytes], anchor: "south-east")
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content("volume.95%", text(size: .8em)[terabytes], anchor: "south-east", padding: 3pt)
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// Velocity arrow (bottom left, 180-270°)
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arc(
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(-arrow-radius, 0),
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start: 180deg,
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stop: 270deg,
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radius: arrow-radius,
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..arrow-style,
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name: "velocity",
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)
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content("velocity.5%", text(size: .8em)[static], anchor: "east", padding: 3pt)
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content("velocity.95%", text(size: .8em)[dynamic], anchor: "north-east", padding: 3pt)
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// Variety arrow (bottom right, 270-360°)
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arc(
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(0, -arrow-radius),
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start: 270deg,
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stop: 360deg,
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radius: arrow-radius,
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..arrow-style,
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name: "variety",
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)
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content("variety.start", text(size: .8em)[clustered], anchor: "north-west", padding: 3pt)
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content("variety.95%", text(size: .8em)[heterogeneous], anchor: "north-west", padding: 3pt)
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})

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