{"id":530,"date":"2024-10-25T10:06:41","date_gmt":"2024-10-25T08:06:41","guid":{"rendered":"https:\/\/benediktehinger.de\/blog\/science\/?p=530"},"modified":"2024-10-25T10:06:42","modified_gmt":"2024-10-25T08:06:42","slug":"plot-matrices-formulas-in-julia-with-typst-or-latex","status":"publish","type":"post","link":"https:\/\/benediktehinger.de\/blog\/science\/plot-matrices-formulas-in-julia-with-typst-or-latex\/","title":{"rendered":"Plot Matrices, Formulas in Julia with Typst (or latex)"},"content":{"rendered":"\n<p>I often had the problem in the past, how to make complex plots with typical latex-elements like Matrices, Formulas etc. They frequently break when in Illustrator (<a href=\"https:\/\/exchange.adobe.com\/apps\/cc\/107866\/math-tex\">plugins exist, but still&#8230; buggy for me<\/a>), PowerPoint is not really re-usable etc.<\/p>\n\n\n\n<p>For a talk at <a href=\"https:\/\/cuttingeegx.org\/\">https:\/\/cuttingeegx.org\/<\/a> I tried to push what Julia \/ <a href=\"https:\/\/makie.org\/\">https:\/\/makie.org\/<\/a> can do for me on this issue. I wanted to have a quite complex plot, that I&#8217;d typically do in Illustrator, completely in Julia &#8211; and succeeded \ud83c\udf89<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/cdn.masto.host\/scholarsocial\/media_attachments\/files\/113\/225\/702\/441\/913\/428\/original\/dfc3a4d9ab016173.png\" alt=\"\" style=\"width:840px;height:auto\"\/><figcaption class=\"wp-element-caption\">Figure was 100% plotted via Julia \/ Makie.jl \/ <a href=\"https:\/\/github.com\/MakieOrg\/MakieTeX.jl\">MakieTex.jl<\/a><\/figcaption><\/figure>\n\n\n\n<p>What follows is a short tutorial on how I plotted the matrix. Note that in the following I am using <a href=\"https:\/\/github.com\/typst\/typst\">typst<\/a> rather than LaTeX &#8211; a sane, modern, open-source replacement.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<pre class=\"wp-block-code\"><code>using MakieTeX, CairoMakie,Format\n\n# convert a list of matrices to a typst-matrix\nfunction gen_typst_matrix(str,args...;)\n\t# for convenience, we define a new typst command\n\tout = typst\"\"\"\n\t#let cm(x, color) = text(fill: color)&#91;$#x$];\"\n\t$mat(delim:\\\"&#91;\\\",\n\t\"\"\"\n\tpayload = format.(str,args...)\n\tfor k = 1:size(payload,2)\n\t\tout = out * join(payload&#91;:,k],',') * \";\"\n\tend\n\tout = out*typst\")$\"\n\t\nend<\/code><\/pre>\n\n\n\n<p>Next we define some colors and a color-conversion function<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>rgba_to_typst(c) = format(\"rgb({}%,{}%,{}%,{}%)\",c.r*100,c.g*100,c.b*100,c.alpha*100)\nend\n\ncolorlist = cgrad(:batlow,10;categorical=true)|>collect\n\n<\/code><\/pre>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/benediktehinger.de\/blog\/science\/upload\/sites\/2\/2024\/10\/grafik.png\"><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"90\" src=\"https:\/\/benediktehinger.de\/blog\/science\/upload\/sites\/2\/2024\/10\/grafik.png\" alt=\"\" class=\"wp-image-531\" srcset=\"https:\/\/benediktehinger.de\/blog\/science\/upload\/sites\/2\/2024\/10\/grafik.png 640w, https:\/\/benediktehinger.de\/blog\/science\/upload\/sites\/2\/2024\/10\/grafik-300x42.png 300w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" \/><\/a><\/figure>\n\n\n\n<p>Next we convert a matrix to Typst &amp; add the color using our predefined <code>cm<\/code> command<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>typst_mat = gen_typst_matrix(\n\"cm({:.1f},#{})\",\nrand(Int,8,5),\nrepeat(rgba_to_typst.(colorlist),1,5))\n<\/code><\/pre>\n\n\n\n<p>Now we use the MakieTex function <code>LTeX<\/code> to convert it from Typst to PDF to Makie<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>LTeX(TypstDocument(typst_mat),scale=3); # scale = 3 to fill the figure<\/code><\/pre>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/benediktehinger.de\/blog\/science\/upload\/sites\/2\/2024\/10\/grafik-1.png\"><img loading=\"lazy\" decoding=\"async\" width=\"514\" height=\"213\" src=\"https:\/\/benediktehinger.de\/blog\/science\/upload\/sites\/2\/2024\/10\/grafik-1.png\" alt=\"\" class=\"wp-image-532\" srcset=\"https:\/\/benediktehinger.de\/blog\/science\/upload\/sites\/2\/2024\/10\/grafik-1.png 514w, https:\/\/benediktehinger.de\/blog\/science\/upload\/sites\/2\/2024\/10\/grafik-1-300x124.png 300w\" sizes=\"auto, (max-width: 514px) 100vw, 514px\" \/><\/a><\/figure>\n\n\n\n<p>Tada \ud83c\udf89<\/p>\n\n\n\n<p>We can also combine this figure easily with other Typst things e.g.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>LTeX(fig&#91;2,1],TypstDocument(typst\"$lambda = rho \/ phi$\"),scale = 3)\n\n<\/code><\/pre>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/benediktehinger.de\/blog\/science\/upload\/sites\/2\/2024\/10\/grafik-2.png\"><img loading=\"lazy\" decoding=\"async\" width=\"504\" height=\"272\" src=\"https:\/\/benediktehinger.de\/blog\/science\/upload\/sites\/2\/2024\/10\/grafik-2.png\" alt=\"\" class=\"wp-image-533\" srcset=\"https:\/\/benediktehinger.de\/blog\/science\/upload\/sites\/2\/2024\/10\/grafik-2.png 504w, https:\/\/benediktehinger.de\/blog\/science\/upload\/sites\/2\/2024\/10\/grafik-2-300x162.png 300w\" sizes=\"auto, (max-width: 504px) 100vw, 504px\" \/><\/a><\/figure>\n\n\n\n<p>or of course, a plot<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>r = 0:0.1:10 .*\u03c0\nax = lines(fig&#91;1:2,2],r.*sin.(r),r.*cos.(r),color=r)\nhidespines!(ax.axis);hidedecorations!(ax.axis)\n<\/code><\/pre>\n\n\n\n<p><img decoding=\"async\" src=\"data:image\/png;base64,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\" alt=\"\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>I often had the problem in the past, how to make complex plots with typical latex-elements like Matrices, Formulas etc. They frequently break when in Illustrator (plugins exist, but still&#8230; buggy for me), PowerPoint is not really re-usable etc. For a talk at https:\/\/cuttingeegx.org\/ I tried to push what Julia \/ https:\/\/makie.org\/ can do for me on this issue. I wanted to have a quite complex plot, that I&#8217;d typically do in Illustrator, completely in Julia &#8211; and succeeded \ud83c\udf89 What follows is a short tutorial on how I plotted the matrix. Note that in the following I am using&#8230;<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5],"tags":[],"class_list":["post-530","post","type-post","status-publish","format-standard","hentry","category-blog"],"_links":{"self":[{"href":"https:\/\/benediktehinger.de\/blog\/science\/wp-json\/wp\/v2\/posts\/530","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/benediktehinger.de\/blog\/science\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/benediktehinger.de\/blog\/science\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/benediktehinger.de\/blog\/science\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/benediktehinger.de\/blog\/science\/wp-json\/wp\/v2\/comments?post=530"}],"version-history":[{"count":0,"href":"https:\/\/benediktehinger.de\/blog\/science\/wp-json\/wp\/v2\/posts\/530\/revisions"}],"wp:attachment":[{"href":"https:\/\/benediktehinger.de\/blog\/science\/wp-json\/wp\/v2\/media?parent=530"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/benediktehinger.de\/blog\/science\/wp-json\/wp\/v2\/categories?post=530"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/benediktehinger.de\/blog\/science\/wp-json\/wp\/v2\/tags?post=530"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}