From 37502b207de824b7982aba5b3fde7472a65c3a8b Mon Sep 17 00:00:00 2001
From: Maximilian Muschalik <noreply@anthropic.com>
Date: Tue, 27 Oct 2026 08:32:43 +0000
Subject: [PATCH] Docs: the stacked logo in the README

The README's header logo is the stacked one again (mark above the
wordmark), so the text wraps beside it, as with the old logo. The
horizontal logos were used only there: the stacked ones take their place.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01XEdM5b47ZgyvgYMw6Zdwrh
---
 README.md                                     |  2 +-
 .../logo/shapiq-logo-horizontal-dark.svg      | 37 -------------------
 .../logo/shapiq-logo-horizontal-light.svg     | 37 -------------------
 .../_static/logo/shapiq-logo-stacked-dark.svg | 37 +++++++++++++++++++
 .../logo/shapiq-logo-stacked-light.svg        | 37 +++++++++++++++++++
 5 files changed, 75 insertions(+), 75 deletions(-)
 delete mode 100644 docs/source/_static/logo/shapiq-logo-horizontal-dark.svg
 delete mode 100644 docs/source/_static/logo/shapiq-logo-horizontal-light.svg
 create mode 100644 docs/source/_static/logo/shapiq-logo-stacked-dark.svg
 create mode 100644 docs/source/_static/logo/shapiq-logo-stacked-light.svg

diff --git a/README.md b/README.md
index a14434c69..c919c1697 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,4 @@
-# shapiq: Shapley Interactions for Machine Learning <picture><source media="(prefers-color-scheme: dark)" srcset="https://raw.githubusercontent.com/mmschlk/shapiq/main/docs/source/_static/logo/shapiq-logo-horizontal-dark.svg"><img alt="shapiq" src="https://raw.githubusercontent.com/mmschlk/shapiq/main/docs/source/_static/logo/shapiq-logo-horizontal-light.svg" align="right" height="120px"></picture>
+# shapiq: Shapley Interactions for Machine Learning <picture><source media="(prefers-color-scheme: dark)" srcset="https://raw.githubusercontent.com/mmschlk/shapiq/main/docs/source/_static/logo/shapiq-logo-stacked-dark.svg"><img alt="shapiq" src="https://raw.githubusercontent.com/mmschlk/shapiq/main/docs/source/_static/logo/shapiq-logo-stacked-light.svg" align="right" height="250px"></picture>
 
 [![PyPI version](https://badge.fury.io/py/shapiq.svg)](https://badge.fury.io/py/shapiq)
 [![License](https://img.shields.io/badge/License-MIT-brightgreen.svg)](https://opensource.org/licenses/MIT)
diff --git a/docs/source/_static/logo/shapiq-logo-horizontal-dark.svg b/docs/source/_static/logo/shapiq-logo-horizontal-dark.svg
deleted file mode 100644
index 5e60708cb..000000000
--- a/docs/source/_static/logo/shapiq-logo-horizontal-dark.svg
+++ /dev/null
@@ -1,37 +0,0 @@
-<svg xmlns="http://www.w3.org/2000/svg" viewBox="2.28 2.30 1007.71 310.09" width="1008" height="310" role="img" aria-label="shapiq"><title>shapiq</title><g transform="translate(3.0383 0.3413)"><path d="m 206.44383,44.57495 60.43749,38.955622 q 8.3025,5.350722 8.3025,15.222902 V 215.2452 q 0,9.87218 -8.3025,15.2229 l -120.8651,77.90137 q -8.30251,5.35072 -16.60501,0 L 8.5461123,230.4681 Q 0.243609,225.11738 0.243609,215.2452 V 98.753474 q 0,-9.87218 8.3025033,-15.222902 L 129.41121,5.6292005 q 8.3025,-5.35072152 16.60501,0 z" fill="#22262e"/>
-          <circle cx="-39.520393" cy="138.20732" fill="#6a57cd" stroke="none" transform="rotate(-90)" id="ellipse1" r="24.68045" style="stroke-width:0.987218" />
-          <circle cx="-205.37302" cy="236.92912" fill="#f52e5c" stroke="none" transform="rotate(-90)" id="ellipse2" r="24.68045" style="stroke-width:0.987218" />
-          <path d="M 154.72348,55.918085 225.84267,181.07758" fill="none" stroke="#b5bfe6" stroke-width="3.94887" stroke-miterlimit="10" id="path2" />
-          <circle cx="153.26241" cy="53.341446" fill="#b5bfe6" stroke="#b5bfe6" stroke-width="3.94887" id="ellipse3" r="2.9616539" />
-          <circle cx="227.30374" cy="183.65422" fill="#b5bfe6" stroke="#b5bfe6" stroke-width="3.94887" id="ellipse4" r="2.9616539" />
-          <circle cx="-269.54218" cy="138.20732" fill="#e9265d" stroke="none" transform="rotate(-90)" id="ellipse5" r="29.616539" style="stroke-width:0.987218" />
-          <circle cx="-204.87941" cy="38.991917" fill="#2e75fa" stroke="none" transform="rotate(-90)" id="ellipse6" r="17.276316" style="stroke-width:0.987218" />
-          <circle cx="-114.54897" cy="39.485523" fill="#f12d67" stroke="none" transform="rotate(-90)" id="ellipse7" r="24.68045" style="stroke-width:0.987218" />
-          <circle cx="-114.54897" cy="236.92912" fill="#2755ea" stroke="none" transform="rotate(-90)" id="ellipse8" r="29.616539" style="stroke-width:0.987218" />
-          <path d="M 214.81544,98.457309 155.38492,53.637612" fill="none" stroke="#e9265d" stroke-width="21.7188" stroke-miterlimit="10" id="path8" />
-          <circle cx="215.21033" cy="98.753471" fill="#e9265d" stroke="#e9265d" stroke-width="21.7188" id="ellipse9" r="0.49360901" />
-          <circle cx="154.99004" cy="53.341446" fill="#e9265d" stroke="#e9265d" stroke-width="21.7188" id="ellipse10" r="0.49360901" />
-          <path d="M 118.02859,56.056296 59.66426,98.01306" fill="none" stroke="#74a0e7" stroke-width="8.88496" stroke-miterlimit="10" id="path10" />
-          <circle cx="120.4374" cy="54.328663" fill="#74a0e7" stroke="#74a0e7" stroke-width="8.88496" id="ellipse11" r="2.9616539" />
-          <circle cx="57.255447" cy="99.740692" fill="#74a0e7" stroke="#74a0e7" stroke-width="8.88496" id="ellipse12" r="2.9616539" />
-          <path d="M 52.951178,137.75846 123.01404,245.34547" fill="none" stroke="#6489e5" stroke-width="10.8594" stroke-miterlimit="10" id="path12" />
-          <circle cx="51.332142" cy="135.28053" fill="#6489e5" stroke="#6489e5" stroke-width="10.8594" id="ellipse13" r="2.9616539" />
-          <circle cx="124.63308" cy="247.82339" fill="#6489e5" stroke="#6489e5" stroke-width="10.8594" id="ellipse14" r="2.9616539" />
-          <path d="m 213.77886,219.91474 -48.4724,34.09851" fill="none" stroke="#4567f2" stroke-width="10.8594" stroke-miterlimit="10" id="path14" />
-          <circle cx="216.19754" cy="218.20685" fill="#4567f2" stroke="#4567f2" stroke-width="10.8594" id="ellipse15" r="2.9616539" />
-          <circle cx="162.88777" cy="255.72113" fill="#4567f2" stroke="#4567f2" stroke-width="10.8594" id="ellipse16" r="2.9616539" />
-          <path d="M 109.12388,256.98477 51.786261,216.94321" fill="none" stroke="#82a9e7" stroke-width="7.89774" stroke-miterlimit="10" id="path16" />
-          <circle cx="111.55244" cy="258.6828" fill="#82a9e7" stroke="#82a9e7" stroke-width="7.89774" id="ellipse17" r="2.9616539" />
-          <circle cx="49.357704" cy="215.24519" fill="#82a9e7" stroke="#82a9e7" stroke-width="7.89774" id="ellipse18" r="2.9616539" />
-          <path d="M 63.119523,119.81083 212.11046,193.20062" fill="none" stroke="#b3c2e5" stroke-width="4.93609" stroke-miterlimit="10" id="path18" />
-          <circle cx="60.463905" cy="118.49783" fill="#b3c2e5" stroke="#b3c2e5" stroke-width="4.93609" id="ellipse19" r="2.9616539" />
-          <circle cx="214.76608" cy="194.50375" fill="#b3c2e5" stroke="#b3c2e5" stroke-width="4.93609" id="ellipse20" r="2.9616539" />
-          <path d="M 211.49839,131.49949 53.316448,198.29466" fill="none" stroke="#f52e5c" stroke-width="10.8594" stroke-miterlimit="10" id="path20" />
-          <circle cx="214.22311" cy="130.34445" fill="#f52e5c" stroke="#f52e5c" stroke-width="10.8594" id="ellipse21" r="2.9616539" />
-          <circle cx="50.591728" cy="199.44971" fill="#f52e5c" stroke="#f52e5c" stroke-width="10.8594" id="ellipse22" r="2.9616539" />
-          <path d="M 124.03087,63.243243 49.397193,187.52412" fill="none" stroke="#b3c2e5" stroke-width="4.93609" stroke-miterlimit="10" id="path22" />
-          <circle cx="125.55119" cy="60.706093" fill="#b3c2e5" stroke="#b3c2e5" stroke-width="4.93609" id="ellipse23" r="2.9616539" />
-          <circle cx="47.867008" cy="190.06128" fill="#b3c2e5" stroke="#b3c2e5" stroke-width="4.93609" id="ellipse24" r="2.9616539" />
-          <circle cx="154.99004" cy="53.341446" fill="#e9265d" stroke="none" id="ellipse25" r="10.859398" style="stroke-width:0.987218" />
-          <circle cx="216.19754" cy="99.740692" fill="#e9265d" stroke="none" id="ellipse26" r="10.859398" style="stroke-width:0.987218" />
-        </g><path d="M429.52082000000007 231.3998Q409.56598 231.3998 396.81134000000003 222.75956000000002Q384.05670000000003 214.11932000000002 381.38234000000006 198.07316L405.24586000000005 191.90156000000002Q406.68590000000006 199.10176 410.08028 203.21616Q413.47466000000003 207.33056000000002 418.51480000000004 209.07918Q423.55494000000004 210.8278 429.52082000000007 210.8278Q438.57250000000005 210.8278 442.8926200000001 207.63914Q447.21274000000005 204.45048 447.21274000000005 199.71892Q447.21274000000005 194.98736000000002 443.09834000000006 192.41586Q438.9839400000001 189.84436 429.93226000000004 188.1986L424.17210000000006 187.17000000000002Q413.47466000000003 185.1128 404.62870000000004 181.5127Q395.78274000000005 177.9126 390.43402000000003 171.53528Q385.0853000000001 165.15796 385.0853000000001 155.07768000000002Q385.0853000000001 139.8544 396.1941800000001 131.72846Q407.3030600000001 123.60252000000001 425.40642 123.60252000000001Q442.48118000000005 123.60252000000001 453.79578000000004 131.21416000000002Q465.1103800000001 138.82580000000002 468.60762000000005 151.169L444.5383800000001 158.57492000000002Q442.8926200000001 150.75756 437.85248000000007 147.46604000000002Q432.81234000000006 144.17452000000003 425.40642 144.17452000000003Q418.00050000000005 144.17452000000003 414.09182000000004 146.74602000000002Q410.18314000000004 149.31752 410.18314000000004 153.84336000000002Q410.18314000000004 158.78064 414.29754 161.14642Q418.4119400000001 163.5122 425.40642 164.74652L431.16658000000007 165.77512000000002Q442.68690000000004 167.83232 452.0471600000001 171.2267Q461.40742000000006 174.62108 466.85900000000004 180.89554Q472.3105800000001 187.17000000000002 472.3105800000001 197.86744000000002Q472.3105800000001 213.9136 460.6874 222.6567Q449.06422000000003 231.3998 429.52082000000007 231.3998Z" fill="#E6E6E6"/><path d="M490.1182175 228.51972V84.51572000000002H516.0389375V139.03152H519.7418975Q521.3876575 135.74 524.8848975000001 132.44848000000002Q528.3821375 129.15696000000003 534.2451575 126.99690000000001Q540.1081775 124.83684000000001 549.1598575 124.83684000000001Q561.0916175 124.83684000000001 570.0404375 130.28842Q578.9892575 135.74 583.9265375 145.30598Q588.8638175 154.87196 588.8638175 167.6266V228.51972H562.9430975V169.68380000000002Q562.9430975 158.16348 557.2857975 152.40332Q551.6284975 146.64316000000002 541.1367775 146.64316000000002Q529.2050175 146.64316000000002 522.6219775 154.56338000000002Q516.0389375 162.48360000000002 516.0389375 176.67828V228.51972Z" fill="#E6E6E6"/><path d="M643.701055 231.3998Q632.797895 231.3998 624.157655 227.59398Q615.517415 223.78816 610.477275 216.4851Q605.437135 209.18204 605.437135 198.69032Q605.437135 188.1986 610.477275 181.10126Q615.517415 174.00392 624.4662350000001 170.40382Q633.415055 166.80372 644.935375 166.80372H672.9132950000001V161.04356Q672.9132950000001 153.84336000000002 668.387455 149.21466Q663.861615 144.58596 653.987055 144.58596Q644.318215 144.58596 639.5866550000001 149.00894Q634.855095 153.43192 633.415055 160.4264L609.5515350000001 152.40332Q612.020175 144.58596 617.471755 138.10578Q622.923335 131.62560000000002 632.077875 127.61406000000002Q641.232415 123.60252000000001 654.398495 123.60252000000001Q674.559055 123.60252000000001 686.285095 133.68280000000001Q698.011135 143.76308 698.011135 162.89504V200.95324Q698.011135 207.12484 703.771295 207.12484H712.000095V228.51972H694.719615Q687.107975 228.51972 682.170695 224.81676Q677.233415 221.1138 677.233415 214.9422V214.73648H673.324735Q672.501855 217.20512000000002 669.621775 221.21666000000002Q666.7416949999999 225.22820000000002 660.570095 228.31400000000002Q654.398495 231.3998 643.701055 231.3998ZM648.226895 210.41636Q659.130055 210.41636 666.021675 204.34762Q672.9132950000001 198.27888000000002 672.9132950000001 188.1986V186.1414H646.7868550000001Q639.586655 186.1414 635.4722549999999 189.2272Q631.357855 192.31300000000002 631.357855 197.86744000000002Q631.357855 203.42188000000002 635.6779750000001 206.91912000000002Q639.998095 210.41636 648.226895 210.41636Z" fill="#E6E6E6"/><path d="M726.1047725000001 269.66372V126.48260000000002H751.6140525000001V138.82580000000002H755.3170125000001Q758.8142525000001 132.85992000000002 766.2201725000001 128.23122Q773.6260925000001 123.60252000000001 787.4093325000001 123.60252000000001Q799.7525325000001 123.60252000000001 810.2442525000001 129.67126000000002Q820.7359725000001 135.74 827.1132925000002 147.46604000000002Q833.4906125000001 159.19208 833.4906125000001 175.8554V179.14692000000002Q833.4906125000001 195.81024000000002 827.1132925000002 207.53628000000003Q820.7359725000001 219.26232000000002 810.2442525000001 225.33106Q799.7525325000001 231.3998 787.4093325000001 231.3998Q778.1519325 231.3998 771.8774725000001 229.23973999999998Q765.6030125000001 227.07968 761.7971925000002 223.68529999999998Q757.9913725000001 220.29092 755.7284525000001 216.79368H752.0254925V269.66372ZM779.5919725000001 208.7706Q791.7294525000001 208.7706 799.6496725000001 201.05610000000001Q807.5698925 193.3416 807.5698925 178.52976V176.47256000000002Q807.5698925 161.66072000000003 799.5468125 153.94622Q791.5237325 146.23172 779.5919725000001 146.23172Q767.6602125000001 146.23172 759.6371325 153.94622Q751.6140525000001 161.66072000000003 751.6140525000001 176.47256000000002V178.52976Q751.6140525000001 193.3416 759.6371325 201.05610000000001Q767.6602125000001 208.7706 779.5919725000001 208.7706Z" fill="#E6E6E6"/><path d="M852.5325700000001 228.51972V126.48260000000002H878.45329V228.51972ZM865.4929300000001 114.55084000000001Q858.4984500000002 114.55084000000001 853.6640300000001 110.025Q848.8296100000001 105.49916000000002 848.8296100000001 98.09324000000001Q848.8296100000001 90.68732000000003 853.6640300000001 86.16148000000003Q858.4984500000002 81.63564000000002 865.4929300000001 81.63564000000002Q872.6931300000001 81.63564000000002 877.42469 86.16148000000003Q882.1562500000001 90.68732000000003 882.1562500000001 98.09324000000001Q882.1562500000001 105.49916000000002 877.42469 110.025Q872.6931300000001 114.55084000000001 865.4929300000001 114.55084000000001Z" fill="#285bff"/><path d="M978.9603675 269.66372V216.79368H975.2574075Q973.2002075 220.29092 969.2915275 223.68529999999998Q965.3828475 227.07968 959.1083874999999 229.23973999999998Q952.8339275 231.3998 943.5765275 231.3998Q931.2333275 231.3998 920.7416075 225.33106Q910.2498875 219.26232000000002 903.8725675000001 207.53628000000003Q897.4952475 195.81024000000002 897.4952475 179.14692000000002V175.8554Q897.4952475 159.19208 903.8725675000001 147.46604000000002Q910.2498875 135.74 920.8444675000001 129.67126000000002Q931.4390475 123.60252000000001 943.5765275 123.60252000000001Q957.5654875 123.60252000000001 964.8685475 128.23122Q972.1716074999999 132.85992000000002 975.6688475 138.82580000000002H979.3718074999999V126.48260000000002H1004.8810875V269.66372ZM951.3938875 208.7706Q963.5313675 208.7706 971.4515875 201.05610000000001Q979.3718074999999 193.3416 979.3718074999999 178.52976V176.47256000000002Q979.3718074999999 161.66072000000003 971.3487275 153.94622Q963.3256475000001 146.23172 951.3938875 146.23172Q939.4621275 146.23172 931.4390475 153.94622Q923.4159675 161.66072000000003 923.4159675 176.47256000000002V178.52976Q923.4159675 193.3416 931.4390475 201.05610000000001Q939.4621275 208.7706 951.3938875 208.7706Z" fill="#ff2763"/></svg>
diff --git a/docs/source/_static/logo/shapiq-logo-horizontal-light.svg b/docs/source/_static/logo/shapiq-logo-horizontal-light.svg
deleted file mode 100644
index 3aa40143b..000000000
--- a/docs/source/_static/logo/shapiq-logo-horizontal-light.svg
+++ /dev/null
@@ -1,37 +0,0 @@
-<svg xmlns="http://www.w3.org/2000/svg" viewBox="2.28 2.30 1007.71 310.09" width="1008" height="310" role="img" aria-label="shapiq"><title>shapiq</title><g transform="translate(3.0383 0.3413)"><path d="m 206.44383,44.57495 60.43749,38.955622 q 8.3025,5.350722 8.3025,15.222902 V 215.2452 q 0,9.87218 -8.3025,15.2229 l -120.8651,77.90137 q -8.30251,5.35072 -16.60501,0 L 8.5461123,230.4681 Q 0.243609,225.11738 0.243609,215.2452 V 98.753474 q 0,-9.87218 8.3025033,-15.222902 L 129.41121,5.6292005 q 8.3025,-5.35072152 16.60501,0 z" fill="#f1f1f1"/>
-          <circle cx="-39.520393" cy="138.20732" fill="#6a57cd" stroke="none" transform="rotate(-90)" id="ellipse1" r="24.68045" style="stroke-width:0.987218" />
-          <circle cx="-205.37302" cy="236.92912" fill="#f52e5c" stroke="none" transform="rotate(-90)" id="ellipse2" r="24.68045" style="stroke-width:0.987218" />
-          <path d="M 154.72348,55.918085 225.84267,181.07758" fill="none" stroke="#b5bfe6" stroke-width="3.94887" stroke-miterlimit="10" id="path2" />
-          <circle cx="153.26241" cy="53.341446" fill="#b5bfe6" stroke="#b5bfe6" stroke-width="3.94887" id="ellipse3" r="2.9616539" />
-          <circle cx="227.30374" cy="183.65422" fill="#b5bfe6" stroke="#b5bfe6" stroke-width="3.94887" id="ellipse4" r="2.9616539" />
-          <circle cx="-269.54218" cy="138.20732" fill="#fd4578" stroke="none" transform="rotate(-90)" id="ellipse5" r="29.616539" style="stroke-width:0.987218" />
-          <circle cx="-204.87941" cy="38.991917" fill="#2e75fa" stroke="none" transform="rotate(-90)" id="ellipse6" r="17.276316" style="stroke-width:0.987218" />
-          <circle cx="-114.54897" cy="39.485523" fill="#f12d67" stroke="none" transform="rotate(-90)" id="ellipse7" r="24.68045" style="stroke-width:0.987218" />
-          <circle cx="-114.54897" cy="236.92912" fill="#4671fd" stroke="none" transform="rotate(-90)" id="ellipse8" r="29.616539" style="stroke-width:0.987218" />
-          <path d="M 214.81544,98.457309 155.38492,53.637612" fill="none" stroke="#fd4578" stroke-width="21.7188" stroke-miterlimit="10" id="path8" />
-          <circle cx="215.21033" cy="98.753471" fill="#fd4578" stroke="#fd4578" stroke-width="21.7188" id="ellipse9" r="0.49360901" />
-          <circle cx="154.99004" cy="53.341446" fill="#fd4578" stroke="#fd4578" stroke-width="21.7188" id="ellipse10" r="0.49360901" />
-          <path d="M 118.02859,56.056296 59.66426,98.01306" fill="none" stroke="#74a0e7" stroke-width="8.88496" stroke-miterlimit="10" id="path10" />
-          <circle cx="120.4374" cy="54.328663" fill="#74a0e7" stroke="#74a0e7" stroke-width="8.88496" id="ellipse11" r="2.9616539" />
-          <circle cx="57.255447" cy="99.740692" fill="#74a0e7" stroke="#74a0e7" stroke-width="8.88496" id="ellipse12" r="2.9616539" />
-          <path d="M 52.951178,137.75846 123.01404,245.34547" fill="none" stroke="#6489e5" stroke-width="10.8594" stroke-miterlimit="10" id="path12" />
-          <circle cx="51.332142" cy="135.28053" fill="#6489e5" stroke="#6489e5" stroke-width="10.8594" id="ellipse13" r="2.9616539" />
-          <circle cx="124.63308" cy="247.82339" fill="#6489e5" stroke="#6489e5" stroke-width="10.8594" id="ellipse14" r="2.9616539" />
-          <path d="m 213.77886,219.91474 -48.4724,34.09851" fill="none" stroke="#4567f2" stroke-width="10.8594" stroke-miterlimit="10" id="path14" />
-          <circle cx="216.19754" cy="218.20685" fill="#4567f2" stroke="#4567f2" stroke-width="10.8594" id="ellipse15" r="2.9616539" />
-          <circle cx="162.88777" cy="255.72113" fill="#4567f2" stroke="#4567f2" stroke-width="10.8594" id="ellipse16" r="2.9616539" />
-          <path d="M 109.12388,256.98477 51.786261,216.94321" fill="none" stroke="#82a9e7" stroke-width="7.89774" stroke-miterlimit="10" id="path16" />
-          <circle cx="111.55244" cy="258.6828" fill="#82a9e7" stroke="#82a9e7" stroke-width="7.89774" id="ellipse17" r="2.9616539" />
-          <circle cx="49.357704" cy="215.24519" fill="#82a9e7" stroke="#82a9e7" stroke-width="7.89774" id="ellipse18" r="2.9616539" />
-          <path d="M 63.119523,119.81083 212.11046,193.20062" fill="none" stroke="#b3c2e5" stroke-width="4.93609" stroke-miterlimit="10" id="path18" />
-          <circle cx="60.463905" cy="118.49783" fill="#b3c2e5" stroke="#b3c2e5" stroke-width="4.93609" id="ellipse19" r="2.9616539" />
-          <circle cx="214.76608" cy="194.50375" fill="#b3c2e5" stroke="#b3c2e5" stroke-width="4.93609" id="ellipse20" r="2.9616539" />
-          <path d="M 211.49839,131.49949 53.316448,198.29466" fill="none" stroke="#f52e5c" stroke-width="10.8594" stroke-miterlimit="10" id="path20" />
-          <circle cx="214.22311" cy="130.34445" fill="#f52e5c" stroke="#f52e5c" stroke-width="10.8594" id="ellipse21" r="2.9616539" />
-          <circle cx="50.591728" cy="199.44971" fill="#f52e5c" stroke="#f52e5c" stroke-width="10.8594" id="ellipse22" r="2.9616539" />
-          <path d="M 124.03087,63.243243 49.397193,187.52412" fill="none" stroke="#b3c2e5" stroke-width="4.93609" stroke-miterlimit="10" id="path22" />
-          <circle cx="125.55119" cy="60.706093" fill="#b3c2e5" stroke="#b3c2e5" stroke-width="4.93609" id="ellipse23" r="2.9616539" />
-          <circle cx="47.867008" cy="190.06128" fill="#b3c2e5" stroke="#b3c2e5" stroke-width="4.93609" id="ellipse24" r="2.9616539" />
-          <circle cx="154.99004" cy="53.341446" fill="#fd4578" stroke="none" id="ellipse25" r="10.859398" style="stroke-width:0.987218" />
-          <circle cx="216.19754" cy="99.740692" fill="#fd4578" stroke="none" id="ellipse26" r="10.859398" style="stroke-width:0.987218" />
-        </g><path d="M429.52082000000007 231.3998Q409.56598 231.3998 396.81134000000003 222.75956000000002Q384.05670000000003 214.11932000000002 381.38234000000006 198.07316L405.24586000000005 191.90156000000002Q406.68590000000006 199.10176 410.08028 203.21616Q413.47466000000003 207.33056000000002 418.51480000000004 209.07918Q423.55494000000004 210.8278 429.52082000000007 210.8278Q438.57250000000005 210.8278 442.8926200000001 207.63914Q447.21274000000005 204.45048 447.21274000000005 199.71892Q447.21274000000005 194.98736000000002 443.09834000000006 192.41586Q438.9839400000001 189.84436 429.93226000000004 188.1986L424.17210000000006 187.17000000000002Q413.47466000000003 185.1128 404.62870000000004 181.5127Q395.78274000000005 177.9126 390.43402000000003 171.53528Q385.0853000000001 165.15796 385.0853000000001 155.07768000000002Q385.0853000000001 139.8544 396.1941800000001 131.72846Q407.3030600000001 123.60252000000001 425.40642 123.60252000000001Q442.48118000000005 123.60252000000001 453.79578000000004 131.21416000000002Q465.1103800000001 138.82580000000002 468.60762000000005 151.169L444.5383800000001 158.57492000000002Q442.8926200000001 150.75756 437.85248000000007 147.46604000000002Q432.81234000000006 144.17452000000003 425.40642 144.17452000000003Q418.00050000000005 144.17452000000003 414.09182000000004 146.74602000000002Q410.18314000000004 149.31752 410.18314000000004 153.84336000000002Q410.18314000000004 158.78064 414.29754 161.14642Q418.4119400000001 163.5122 425.40642 164.74652L431.16658000000007 165.77512000000002Q442.68690000000004 167.83232 452.0471600000001 171.2267Q461.40742000000006 174.62108 466.85900000000004 180.89554Q472.3105800000001 187.17000000000002 472.3105800000001 197.86744000000002Q472.3105800000001 213.9136 460.6874 222.6567Q449.06422000000003 231.3998 429.52082000000007 231.3998Z" fill="#1A1A1A"/><path d="M490.1182175 228.51972V84.51572000000002H516.0389375V139.03152H519.7418975Q521.3876575 135.74 524.8848975000001 132.44848000000002Q528.3821375 129.15696000000003 534.2451575 126.99690000000001Q540.1081775 124.83684000000001 549.1598575 124.83684000000001Q561.0916175 124.83684000000001 570.0404375 130.28842Q578.9892575 135.74 583.9265375 145.30598Q588.8638175 154.87196 588.8638175 167.6266V228.51972H562.9430975V169.68380000000002Q562.9430975 158.16348 557.2857975 152.40332Q551.6284975 146.64316000000002 541.1367775 146.64316000000002Q529.2050175 146.64316000000002 522.6219775 154.56338000000002Q516.0389375 162.48360000000002 516.0389375 176.67828V228.51972Z" fill="#1A1A1A"/><path d="M643.701055 231.3998Q632.797895 231.3998 624.157655 227.59398Q615.517415 223.78816 610.477275 216.4851Q605.437135 209.18204 605.437135 198.69032Q605.437135 188.1986 610.477275 181.10126Q615.517415 174.00392 624.4662350000001 170.40382Q633.415055 166.80372 644.935375 166.80372H672.9132950000001V161.04356Q672.9132950000001 153.84336000000002 668.387455 149.21466Q663.861615 144.58596 653.987055 144.58596Q644.318215 144.58596 639.5866550000001 149.00894Q634.855095 153.43192 633.415055 160.4264L609.5515350000001 152.40332Q612.020175 144.58596 617.471755 138.10578Q622.923335 131.62560000000002 632.077875 127.61406000000002Q641.232415 123.60252000000001 654.398495 123.60252000000001Q674.559055 123.60252000000001 686.285095 133.68280000000001Q698.011135 143.76308 698.011135 162.89504V200.95324Q698.011135 207.12484 703.771295 207.12484H712.000095V228.51972H694.719615Q687.107975 228.51972 682.170695 224.81676Q677.233415 221.1138 677.233415 214.9422V214.73648H673.324735Q672.501855 217.20512000000002 669.621775 221.21666000000002Q666.7416949999999 225.22820000000002 660.570095 228.31400000000002Q654.398495 231.3998 643.701055 231.3998ZM648.226895 210.41636Q659.130055 210.41636 666.021675 204.34762Q672.9132950000001 198.27888000000002 672.9132950000001 188.1986V186.1414H646.7868550000001Q639.586655 186.1414 635.4722549999999 189.2272Q631.357855 192.31300000000002 631.357855 197.86744000000002Q631.357855 203.42188000000002 635.6779750000001 206.91912000000002Q639.998095 210.41636 648.226895 210.41636Z" fill="#1A1A1A"/><path d="M726.1047725000001 269.66372V126.48260000000002H751.6140525000001V138.82580000000002H755.3170125000001Q758.8142525000001 132.85992000000002 766.2201725000001 128.23122Q773.6260925000001 123.60252000000001 787.4093325000001 123.60252000000001Q799.7525325000001 123.60252000000001 810.2442525000001 129.67126000000002Q820.7359725000001 135.74 827.1132925000002 147.46604000000002Q833.4906125000001 159.19208 833.4906125000001 175.8554V179.14692000000002Q833.4906125000001 195.81024000000002 827.1132925000002 207.53628000000003Q820.7359725000001 219.26232000000002 810.2442525000001 225.33106Q799.7525325000001 231.3998 787.4093325000001 231.3998Q778.1519325 231.3998 771.8774725000001 229.23973999999998Q765.6030125000001 227.07968 761.7971925000002 223.68529999999998Q757.9913725000001 220.29092 755.7284525000001 216.79368H752.0254925V269.66372ZM779.5919725000001 208.7706Q791.7294525000001 208.7706 799.6496725000001 201.05610000000001Q807.5698925 193.3416 807.5698925 178.52976V176.47256000000002Q807.5698925 161.66072000000003 799.5468125 153.94622Q791.5237325 146.23172 779.5919725000001 146.23172Q767.6602125000001 146.23172 759.6371325 153.94622Q751.6140525000001 161.66072000000003 751.6140525000001 176.47256000000002V178.52976Q751.6140525000001 193.3416 759.6371325 201.05610000000001Q767.6602125000001 208.7706 779.5919725000001 208.7706Z" fill="#1A1A1A"/><path d="M852.5325700000001 228.51972V126.48260000000002H878.45329V228.51972ZM865.4929300000001 114.55084000000001Q858.4984500000002 114.55084000000001 853.6640300000001 110.025Q848.8296100000001 105.49916000000002 848.8296100000001 98.09324000000001Q848.8296100000001 90.68732000000003 853.6640300000001 86.16148000000003Q858.4984500000002 81.63564000000002 865.4929300000001 81.63564000000002Q872.6931300000001 81.63564000000002 877.42469 86.16148000000003Q882.1562500000001 90.68732000000003 882.1562500000001 98.09324000000001Q882.1562500000001 105.49916000000002 877.42469 110.025Q872.6931300000001 114.55084000000001 865.4929300000001 114.55084000000001Z" fill="#285bff"/><path d="M978.9603675 269.66372V216.79368H975.2574075Q973.2002075 220.29092 969.2915275 223.68529999999998Q965.3828475 227.07968 959.1083874999999 229.23973999999998Q952.8339275 231.3998 943.5765275 231.3998Q931.2333275 231.3998 920.7416075 225.33106Q910.2498875 219.26232000000002 903.8725675000001 207.53628000000003Q897.4952475 195.81024000000002 897.4952475 179.14692000000002V175.8554Q897.4952475 159.19208 903.8725675000001 147.46604000000002Q910.2498875 135.74 920.8444675000001 129.67126000000002Q931.4390475 123.60252000000001 943.5765275 123.60252000000001Q957.5654875 123.60252000000001 964.8685475 128.23122Q972.1716074999999 132.85992000000002 975.6688475 138.82580000000002H979.3718074999999V126.48260000000002H1004.8810875V269.66372ZM951.3938875 208.7706Q963.5313675 208.7706 971.4515875 201.05610000000001Q979.3718074999999 193.3416 979.3718074999999 178.52976V176.47256000000002Q979.3718074999999 161.66072000000003 971.3487275 153.94622Q963.3256475000001 146.23172 951.3938875 146.23172Q939.4621275 146.23172 931.4390475 153.94622Q923.4159675 161.66072000000003 923.4159675 176.47256000000002V178.52976Q923.4159675 193.3416 931.4390475 201.05610000000001Q939.4621275 208.7706 951.3938875 208.7706Z" fill="#ff2763"/></svg>
diff --git a/docs/source/_static/logo/shapiq-logo-stacked-dark.svg b/docs/source/_static/logo/shapiq-logo-stacked-dark.svg
new file mode 100644
index 000000000..7cdfc321e
--- /dev/null
+++ b/docs/source/_static/logo/shapiq-logo-stacked-dark.svg
@@ -0,0 +1,37 @@
+<svg xmlns="http://www.w3.org/2000/svg" viewBox="2.28 2.30 276.94 383.16" width="277" height="383" role="img" aria-label="shapiq"><title>shapiq</title><g transform="translate(3.0383 0.3413)"><path d="m 206.44383,44.57495 60.43749,38.955622 q 8.3025,5.350722 8.3025,15.222902 V 215.2452 q 0,9.87218 -8.3025,15.2229 l -120.8651,77.90137 q -8.30251,5.35072 -16.60501,0 L 8.5461123,230.4681 Q 0.243609,225.11738 0.243609,215.2452 V 98.753474 q 0,-9.87218 8.3025033,-15.222902 L 129.41121,5.6292005 q 8.3025,-5.35072152 16.60501,0 z" fill="#22262e"/>
+          <circle cx="-39.520393" cy="138.20732" fill="#6a57cd" stroke="none" transform="rotate(-90)" id="ellipse1" r="24.68045" style="stroke-width:0.987218" />
+          <circle cx="-205.37302" cy="236.92912" fill="#f52e5c" stroke="none" transform="rotate(-90)" id="ellipse2" r="24.68045" style="stroke-width:0.987218" />
+          <path d="M 154.72348,55.918085 225.84267,181.07758" fill="none" stroke="#b5bfe6" stroke-width="3.94887" stroke-miterlimit="10" id="path2" />
+          <circle cx="153.26241" cy="53.341446" fill="#b5bfe6" stroke="#b5bfe6" stroke-width="3.94887" id="ellipse3" r="2.9616539" />
+          <circle cx="227.30374" cy="183.65422" fill="#b5bfe6" stroke="#b5bfe6" stroke-width="3.94887" id="ellipse4" r="2.9616539" />
+          <circle cx="-269.54218" cy="138.20732" fill="#e9265d" stroke="none" transform="rotate(-90)" id="ellipse5" r="29.616539" style="stroke-width:0.987218" />
+          <circle cx="-204.87941" cy="38.991917" fill="#2e75fa" stroke="none" transform="rotate(-90)" id="ellipse6" r="17.276316" style="stroke-width:0.987218" />
+          <circle cx="-114.54897" cy="39.485523" fill="#f12d67" stroke="none" transform="rotate(-90)" id="ellipse7" r="24.68045" style="stroke-width:0.987218" />
+          <circle cx="-114.54897" cy="236.92912" fill="#2755ea" stroke="none" transform="rotate(-90)" id="ellipse8" r="29.616539" style="stroke-width:0.987218" />
+          <path d="M 214.81544,98.457309 155.38492,53.637612" fill="none" stroke="#e9265d" stroke-width="21.7188" stroke-miterlimit="10" id="path8" />
+          <circle cx="215.21033" cy="98.753471" fill="#e9265d" stroke="#e9265d" stroke-width="21.7188" id="ellipse9" r="0.49360901" />
+          <circle cx="154.99004" cy="53.341446" fill="#e9265d" stroke="#e9265d" stroke-width="21.7188" id="ellipse10" r="0.49360901" />
+          <path d="M 118.02859,56.056296 59.66426,98.01306" fill="none" stroke="#74a0e7" stroke-width="8.88496" stroke-miterlimit="10" id="path10" />
+          <circle cx="120.4374" cy="54.328663" fill="#74a0e7" stroke="#74a0e7" stroke-width="8.88496" id="ellipse11" r="2.9616539" />
+          <circle cx="57.255447" cy="99.740692" fill="#74a0e7" stroke="#74a0e7" stroke-width="8.88496" id="ellipse12" r="2.9616539" />
+          <path d="M 52.951178,137.75846 123.01404,245.34547" fill="none" stroke="#6489e5" stroke-width="10.8594" stroke-miterlimit="10" id="path12" />
+          <circle cx="51.332142" cy="135.28053" fill="#6489e5" stroke="#6489e5" stroke-width="10.8594" id="ellipse13" r="2.9616539" />
+          <circle cx="124.63308" cy="247.82339" fill="#6489e5" stroke="#6489e5" stroke-width="10.8594" id="ellipse14" r="2.9616539" />
+          <path d="m 213.77886,219.91474 -48.4724,34.09851" fill="none" stroke="#4567f2" stroke-width="10.8594" stroke-miterlimit="10" id="path14" />
+          <circle cx="216.19754" cy="218.20685" fill="#4567f2" stroke="#4567f2" stroke-width="10.8594" id="ellipse15" r="2.9616539" />
+          <circle cx="162.88777" cy="255.72113" fill="#4567f2" stroke="#4567f2" stroke-width="10.8594" id="ellipse16" r="2.9616539" />
+          <path d="M 109.12388,256.98477 51.786261,216.94321" fill="none" stroke="#82a9e7" stroke-width="7.89774" stroke-miterlimit="10" id="path16" />
+          <circle cx="111.55244" cy="258.6828" fill="#82a9e7" stroke="#82a9e7" stroke-width="7.89774" id="ellipse17" r="2.9616539" />
+          <circle cx="49.357704" cy="215.24519" fill="#82a9e7" stroke="#82a9e7" stroke-width="7.89774" id="ellipse18" r="2.9616539" />
+          <path d="M 63.119523,119.81083 212.11046,193.20062" fill="none" stroke="#b3c2e5" stroke-width="4.93609" stroke-miterlimit="10" id="path18" />
+          <circle cx="60.463905" cy="118.49783" fill="#b3c2e5" stroke="#b3c2e5" stroke-width="4.93609" id="ellipse19" r="2.9616539" />
+          <circle cx="214.76608" cy="194.50375" fill="#b3c2e5" stroke="#b3c2e5" stroke-width="4.93609" id="ellipse20" r="2.9616539" />
+          <path d="M 211.49839,131.49949 53.316448,198.29466" fill="none" stroke="#f52e5c" stroke-width="10.8594" stroke-miterlimit="10" id="path20" />
+          <circle cx="214.22311" cy="130.34445" fill="#f52e5c" stroke="#f52e5c" stroke-width="10.8594" id="ellipse21" r="2.9616539" />
+          <circle cx="50.591728" cy="199.44971" fill="#f52e5c" stroke="#f52e5c" stroke-width="10.8594" id="ellipse22" r="2.9616539" />
+          <path d="M 124.03087,63.243243 49.397193,187.52412" fill="none" stroke="#b3c2e5" stroke-width="4.93609" stroke-miterlimit="10" id="path22" />
+          <circle cx="125.55119" cy="60.706093" fill="#b3c2e5" stroke="#b3c2e5" stroke-width="4.93609" id="ellipse23" r="2.9616539" />
+          <circle cx="47.867008" cy="190.06128" fill="#b3c2e5" stroke="#b3c2e5" stroke-width="4.93609" id="ellipse24" r="2.9616539" />
+          <circle cx="154.99004" cy="53.341446" fill="#e9265d" stroke="none" id="ellipse25" r="10.859398" style="stroke-width:0.987218" />
+          <circle cx="216.19754" cy="99.740692" fill="#e9265d" stroke="none" id="ellipse26" r="10.859398" style="stroke-width:0.987218" />
+        </g><path d="M67.86587468030692 371.45827391304346Q62.34853452685422 371.45827391304346 58.82198721227622 369.06932250639386Q55.295439897698216 366.6803710997442 54.556002557544765 362.2437470588235L61.15405882352942 360.5373531969309Q61.55221739130435 362.5281460358056 62.490734015345275 363.665741943734Q63.4292506393862 364.8033378516624 64.82280562659847 365.28681611253194Q66.21636061381075 365.7702943734015 67.86587468030692 365.7702943734015Q70.36858567774937 365.7702943734015 71.56306138107418 364.888657544757Q72.75753708439899 364.0070207161125 72.75753708439899 362.69878542199484Q72.75753708439899 361.3905501278772 71.6199411764706 360.679552685422Q70.4823452685422 359.9685552429667 67.97963427109975 359.51351687979536L66.387 359.22911790281324Q63.4292506393862 358.66031994884906 60.98341943734016 357.66492352941174Q58.53758823529412 356.6695271099744 57.05871355498722 354.9062534526854Q55.57983887468031 353.1429797953964 55.57983887468031 350.35586982097186Q55.57983887468031 346.1467649616368 58.65134782608696 343.9000130434782Q61.72285677749361 341.65326112531966 66.72827877237853 341.65326112531966Q71.44930179028134 341.65326112531966 74.57769053708441 343.75781355498714Q77.70607928388748 345.8623659846547 78.6730358056266 349.27515370843986L72.01809974424553 351.322826342711Q71.56306138107418 349.16139411764703 70.1695063938619 348.2513173913043Q68.77595140664963 347.3412406649616 66.72827877237853 347.3412406649616Q64.68060613810742 347.3412406649616 63.599890025575455 348.0522381074169Q62.51917391304349 348.7632355498721 62.51917391304349 350.01459104859333Q62.51917391304349 351.3797061381074 63.656769820971874 352.0338237851662Q64.79436572890026 352.68794143222505 66.72827877237853 353.0292202046036L68.32091304347827 353.31361918158564Q71.50618158567775 353.8824171355498 74.09421227621485 354.82093375959073Q76.68224296675193 355.7594503836317 78.18955754475704 357.49428414322244Q79.69687212276216 359.22911790281324 79.69687212276216 362.1868672634271Q79.69687212276216 366.6234913043478 76.48316368286446 369.0408826086956Q73.26945524296676 371.45827391304346 67.86587468030692 371.45827391304346Z" fill="#E6E6E6"/><path d="M84.62052941176472 370.6619567774936V330.8461H91.78738363171357V345.91924578005114H92.81121994884911Q93.26625831202047 345.00916905370843 94.2332148337596 344.0990923273657Q95.20017135549872 343.18901560102296 96.82124552429669 342.5917777493606Q98.44231969309465 341.9945398976982 100.9450306905371 341.9945398976982Q104.24405882352943 341.9945398976982 106.71832992327367 343.50185447570334Q109.19260102301791 345.00916905370843 110.55771611253198 347.6540795396419Q111.92283120204604 350.2989900255754 111.92283120204604 353.8255373401534V370.6619567774936H104.7559769820972V354.39433529411764Q104.7559769820972 351.2090667519181 103.19178260869566 349.6164324808184Q101.62758823529413 348.0237982097186 98.72671867007674 348.0237982097186Q95.4276905370844 348.0237982097186 93.60753708439898 350.2136703324808Q91.78738363171357 352.4035424552429 91.78738363171357 356.3282483375959V370.6619567774936Z" fill="#E6E6E6"/><path d="M127.08485166240409 371.45827391304346Q124.07022250639386 371.45827391304346 121.68127109974424 370.4059976982097Q119.29231969309463 369.3537214833759 117.89876470588234 367.334488746803Q116.50520971867007 365.31525601023014 116.50520971867007 362.4143864450128Q116.50520971867007 359.51351687979536 117.89876470588234 357.55116393861886Q119.29231969309463 355.5888109974424 121.76659079283888 354.5934145780051Q124.24086189258313 353.59801815856775 127.4261304347826 353.59801815856775H135.16178260869566V352.005383887468Q135.16178260869566 350.01459104859333 133.91042710997442 348.7347956521739Q132.6590716112532 347.45500025575444 129.92884143222506 347.45500025575444Q127.25549104859336 347.45500025575444 125.9472557544757 348.6779158567774Q124.63902046035805 349.90083145780045 124.24086189258313 351.83474450127875L117.64280562659847 349.6164324808184Q118.3253631713555 347.45500025575444 119.83267774936061 345.66328670076723Q121.33999232736574 343.87157314578 123.87114322250639 342.76241713554987Q126.40229411764706 341.65326112531966 130.0426010230179 341.65326112531966Q135.616820971867 341.65326112531966 138.8589693094629 344.4403710997442Q142.10111764705883 347.22748107416874 142.10111764705883 352.51730204603575V363.0400641943734Q142.10111764705883 364.74645805626596 143.69375191815857 364.74645805626596H145.96894373401534V370.6619567774936H141.19104092071612Q139.08648849104858 370.6619567774936 137.72137340153452 369.638120460358Q136.35625831202046 368.61428414322245 136.35625831202046 366.9078902813299V366.85101048593344H135.27554219948848Q135.0480230179028 367.5335680306905 134.25170588235295 368.6427240409207Q133.45538874680307 369.75188005115086 131.74899488491047 370.60507698209716Q130.0426010230179 371.45827391304346 127.08485166240409 371.45827391304346ZM128.33620716112532 365.6565347826087Q131.35083631713556 365.6565347826087 133.25630946291562 363.9785808184143Q135.16178260869566 362.3006268542199 135.16178260869566 359.51351687979536V358.9447189258312H127.93804859335039Q125.9472557544757 358.9447189258312 124.80965984654732 359.7979158567775Q123.67206393861893 360.6511127877238 123.67206393861893 362.1868672634271Q123.67206393861893 363.7226217391304 124.86653964194375 364.68957826086955Q126.06101534526854 365.6565347826087 128.33620716112532 365.6565347826087Z" fill="#E6E6E6"/><path d="M149.86876470588237 382.03791585677743V342.44957826086954H156.92185933503836V345.8623659846547H157.94569565217392Q158.91265217391305 344.21285191815855 160.96032480818417 342.9330565217391Q163.00799744245526 341.65326112531966 166.81894373401536 341.65326112531966Q170.23173145780052 341.65326112531966 173.1326010230179 343.33121508951405Q176.0334705882353 345.00916905370843 177.7967442455243 348.2513173913043Q179.5600179028133 351.4934657289002 179.5600179028133 356.1007291560102V357.0108058823529Q179.5600179028133 361.6180693094629 177.7967442455243 364.8602176470588Q176.0334705882353 368.1023659846547 173.1326010230179 369.78031994884907Q170.23173145780052 371.45827391304346 166.81894373401536 371.45827391304346Q164.25935294117647 371.45827391304346 162.52451918158567 370.861036061381Q160.7896854219949 370.26379820971863 159.73740920716114 369.3252815856777Q158.68513299232737 368.3867649616368 158.05945524296678 367.4198084398977H157.03561892583122V382.03791585677743ZM164.65751150895142 365.2014964194373Q168.01341943734016 365.2014964194373 170.20329156010231 363.0685040920716Q172.39316368286447 360.93551176470584 172.39316368286447 356.84016649616365V356.27136854219947Q172.39316368286447 352.1760232736573 170.1748516624041 350.04303094629154Q167.95653964194375 347.9100386189258 164.65751150895142 347.9100386189258Q161.35848337595908 347.9100386189258 159.14017135549872 350.04303094629154Q156.92185933503836 352.1760232736573 156.92185933503836 356.27136854219947V356.84016649616365Q156.92185933503836 360.93551176470584 159.14017135549872 363.0685040920716Q161.35848337595908 365.2014964194373 164.65751150895142 365.2014964194373Z" fill="#E6E6E6"/><path d="M184.82495396419438 370.6619567774936V342.44957826086954H191.99180818414322V370.6619567774936ZM188.4083810741688 339.1505501278772Q186.47446803069053 339.1505501278772 185.13779283887467 337.899194629156Q183.80111764705882 336.64783913043476 183.80111764705882 334.60016649616364Q183.80111764705882 332.5524938618926 185.13779283887467 331.30113836317133Q186.47446803069053 330.0497828644501 188.4083810741688 330.0497828644501Q190.39917391304348 330.0497828644501 191.7074092071611 331.30113836317133Q193.01564450127876 332.5524938618926 193.01564450127876 334.60016649616364Q193.01564450127876 336.64783913043476 191.7074092071611 337.899194629156Q190.39917391304348 339.1505501278772 188.4083810741688 339.1505501278772Z" fill="#285bff"/><path d="M219.78114322250642 382.03791585677743V367.4198084398977H218.75730690537085Q218.18850895140667 368.3867649616368 217.1077928388747 369.3252815856777Q216.02707672634273 370.26379820971863 214.29224296675193 370.861036061381Q212.55740920716113 371.45827391304346 209.99781841432227 371.45827391304346Q206.5850306905371 371.45827391304346 203.68416112531972 369.78031994884907Q200.78329156010233 368.1023659846547 199.02001790281332 364.8602176470588Q197.25674424552432 361.6180693094629 197.25674424552432 357.0108058823529V356.1007291560102Q197.25674424552432 351.4934657289002 199.02001790281332 348.2513173913043Q200.78329156010233 345.00916905370843 203.71260102301792 343.33121508951405Q206.64191048593352 341.65326112531966 209.99781841432227 341.65326112531966Q213.86564450127878 341.65326112531966 215.88487723785167 342.9330565217391Q217.90410997442456 344.21285191815855 218.8710664961637 345.8623659846547H219.89490281329924V342.44957826086954H226.94799744245526V382.03791585677743ZM212.1592506393862 365.2014964194373Q215.51515856777496 365.2014964194373 217.70503069053711 363.0685040920716Q219.89490281329924 360.93551176470584 219.89490281329924 356.84016649616365V356.27136854219947Q219.89490281329924 352.1760232736573 217.67659079283888 350.04303094629154Q215.45827877237852 347.9100386189258 212.1592506393862 347.9100386189258Q208.86022250639388 347.9100386189258 206.64191048593352 350.04303094629154Q204.42359846547316 352.1760232736573 204.42359846547316 356.27136854219947V356.84016649616365Q204.42359846547316 360.93551176470584 206.64191048593352 363.0685040920716Q208.86022250639388 365.2014964194373 212.1592506393862 365.2014964194373Z" fill="#ff2763"/></svg>
diff --git a/docs/source/_static/logo/shapiq-logo-stacked-light.svg b/docs/source/_static/logo/shapiq-logo-stacked-light.svg
new file mode 100644
index 000000000..70760cc5b
--- /dev/null
+++ b/docs/source/_static/logo/shapiq-logo-stacked-light.svg
@@ -0,0 +1,37 @@
+<svg xmlns="http://www.w3.org/2000/svg" viewBox="2.28 2.30 276.94 383.16" width="277" height="383" role="img" aria-label="shapiq"><title>shapiq</title><g transform="translate(3.0383 0.3413)"><path d="m 206.44383,44.57495 60.43749,38.955622 q 8.3025,5.350722 8.3025,15.222902 V 215.2452 q 0,9.87218 -8.3025,15.2229 l -120.8651,77.90137 q -8.30251,5.35072 -16.60501,0 L 8.5461123,230.4681 Q 0.243609,225.11738 0.243609,215.2452 V 98.753474 q 0,-9.87218 8.3025033,-15.222902 L 129.41121,5.6292005 q 8.3025,-5.35072152 16.60501,0 z" fill="#f1f1f1"/>
+          <circle cx="-39.520393" cy="138.20732" fill="#6a57cd" stroke="none" transform="rotate(-90)" id="ellipse1" r="24.68045" style="stroke-width:0.987218" />
+          <circle cx="-205.37302" cy="236.92912" fill="#f52e5c" stroke="none" transform="rotate(-90)" id="ellipse2" r="24.68045" style="stroke-width:0.987218" />
+          <path d="M 154.72348,55.918085 225.84267,181.07758" fill="none" stroke="#b5bfe6" stroke-width="3.94887" stroke-miterlimit="10" id="path2" />
+          <circle cx="153.26241" cy="53.341446" fill="#b5bfe6" stroke="#b5bfe6" stroke-width="3.94887" id="ellipse3" r="2.9616539" />
+          <circle cx="227.30374" cy="183.65422" fill="#b5bfe6" stroke="#b5bfe6" stroke-width="3.94887" id="ellipse4" r="2.9616539" />
+          <circle cx="-269.54218" cy="138.20732" fill="#fd4578" stroke="none" transform="rotate(-90)" id="ellipse5" r="29.616539" style="stroke-width:0.987218" />
+          <circle cx="-204.87941" cy="38.991917" fill="#2e75fa" stroke="none" transform="rotate(-90)" id="ellipse6" r="17.276316" style="stroke-width:0.987218" />
+          <circle cx="-114.54897" cy="39.485523" fill="#f12d67" stroke="none" transform="rotate(-90)" id="ellipse7" r="24.68045" style="stroke-width:0.987218" />
+          <circle cx="-114.54897" cy="236.92912" fill="#4671fd" stroke="none" transform="rotate(-90)" id="ellipse8" r="29.616539" style="stroke-width:0.987218" />
+          <path d="M 214.81544,98.457309 155.38492,53.637612" fill="none" stroke="#fd4578" stroke-width="21.7188" stroke-miterlimit="10" id="path8" />
+          <circle cx="215.21033" cy="98.753471" fill="#fd4578" stroke="#fd4578" stroke-width="21.7188" id="ellipse9" r="0.49360901" />
+          <circle cx="154.99004" cy="53.341446" fill="#fd4578" stroke="#fd4578" stroke-width="21.7188" id="ellipse10" r="0.49360901" />
+          <path d="M 118.02859,56.056296 59.66426,98.01306" fill="none" stroke="#74a0e7" stroke-width="8.88496" stroke-miterlimit="10" id="path10" />
+          <circle cx="120.4374" cy="54.328663" fill="#74a0e7" stroke="#74a0e7" stroke-width="8.88496" id="ellipse11" r="2.9616539" />
+          <circle cx="57.255447" cy="99.740692" fill="#74a0e7" stroke="#74a0e7" stroke-width="8.88496" id="ellipse12" r="2.9616539" />
+          <path d="M 52.951178,137.75846 123.01404,245.34547" fill="none" stroke="#6489e5" stroke-width="10.8594" stroke-miterlimit="10" id="path12" />
+          <circle cx="51.332142" cy="135.28053" fill="#6489e5" stroke="#6489e5" stroke-width="10.8594" id="ellipse13" r="2.9616539" />
+          <circle cx="124.63308" cy="247.82339" fill="#6489e5" stroke="#6489e5" stroke-width="10.8594" id="ellipse14" r="2.9616539" />
+          <path d="m 213.77886,219.91474 -48.4724,34.09851" fill="none" stroke="#4567f2" stroke-width="10.8594" stroke-miterlimit="10" id="path14" />
+          <circle cx="216.19754" cy="218.20685" fill="#4567f2" stroke="#4567f2" stroke-width="10.8594" id="ellipse15" r="2.9616539" />
+          <circle cx="162.88777" cy="255.72113" fill="#4567f2" stroke="#4567f2" stroke-width="10.8594" id="ellipse16" r="2.9616539" />
+          <path d="M 109.12388,256.98477 51.786261,216.94321" fill="none" stroke="#82a9e7" stroke-width="7.89774" stroke-miterlimit="10" id="path16" />
+          <circle cx="111.55244" cy="258.6828" fill="#82a9e7" stroke="#82a9e7" stroke-width="7.89774" id="ellipse17" r="2.9616539" />
+          <circle cx="49.357704" cy="215.24519" fill="#82a9e7" stroke="#82a9e7" stroke-width="7.89774" id="ellipse18" r="2.9616539" />
+          <path d="M 63.119523,119.81083 212.11046,193.20062" fill="none" stroke="#b3c2e5" stroke-width="4.93609" stroke-miterlimit="10" id="path18" />
+          <circle cx="60.463905" cy="118.49783" fill="#b3c2e5" stroke="#b3c2e5" stroke-width="4.93609" id="ellipse19" r="2.9616539" />
+          <circle cx="214.76608" cy="194.50375" fill="#b3c2e5" stroke="#b3c2e5" stroke-width="4.93609" id="ellipse20" r="2.9616539" />
+          <path d="M 211.49839,131.49949 53.316448,198.29466" fill="none" stroke="#f52e5c" stroke-width="10.8594" stroke-miterlimit="10" id="path20" />
+          <circle cx="214.22311" cy="130.34445" fill="#f52e5c" stroke="#f52e5c" stroke-width="10.8594" id="ellipse21" r="2.9616539" />
+          <circle cx="50.591728" cy="199.44971" fill="#f52e5c" stroke="#f52e5c" stroke-width="10.8594" id="ellipse22" r="2.9616539" />
+          <path d="M 124.03087,63.243243 49.397193,187.52412" fill="none" stroke="#b3c2e5" stroke-width="4.93609" stroke-miterlimit="10" id="path22" />
+          <circle cx="125.55119" cy="60.706093" fill="#b3c2e5" stroke="#b3c2e5" stroke-width="4.93609" id="ellipse23" r="2.9616539" />
+          <circle cx="47.867008" cy="190.06128" fill="#b3c2e5" stroke="#b3c2e5" stroke-width="4.93609" id="ellipse24" r="2.9616539" />
+          <circle cx="154.99004" cy="53.341446" fill="#fd4578" stroke="none" id="ellipse25" r="10.859398" style="stroke-width:0.987218" />
+          <circle cx="216.19754" cy="99.740692" fill="#fd4578" stroke="none" id="ellipse26" r="10.859398" style="stroke-width:0.987218" />
+        </g><path d="M67.86587468030692 371.45827391304346Q62.34853452685422 371.45827391304346 58.82198721227622 369.06932250639386Q55.295439897698216 366.6803710997442 54.556002557544765 362.2437470588235L61.15405882352942 360.5373531969309Q61.55221739130435 362.5281460358056 62.490734015345275 363.665741943734Q63.4292506393862 364.8033378516624 64.82280562659847 365.28681611253194Q66.21636061381075 365.7702943734015 67.86587468030692 365.7702943734015Q70.36858567774937 365.7702943734015 71.56306138107418 364.888657544757Q72.75753708439899 364.0070207161125 72.75753708439899 362.69878542199484Q72.75753708439899 361.3905501278772 71.6199411764706 360.679552685422Q70.4823452685422 359.9685552429667 67.97963427109975 359.51351687979536L66.387 359.22911790281324Q63.4292506393862 358.66031994884906 60.98341943734016 357.66492352941174Q58.53758823529412 356.6695271099744 57.05871355498722 354.9062534526854Q55.57983887468031 353.1429797953964 55.57983887468031 350.35586982097186Q55.57983887468031 346.1467649616368 58.65134782608696 343.9000130434782Q61.72285677749361 341.65326112531966 66.72827877237853 341.65326112531966Q71.44930179028134 341.65326112531966 74.57769053708441 343.75781355498714Q77.70607928388748 345.8623659846547 78.6730358056266 349.27515370843986L72.01809974424553 351.322826342711Q71.56306138107418 349.16139411764703 70.1695063938619 348.2513173913043Q68.77595140664963 347.3412406649616 66.72827877237853 347.3412406649616Q64.68060613810742 347.3412406649616 63.599890025575455 348.0522381074169Q62.51917391304349 348.7632355498721 62.51917391304349 350.01459104859333Q62.51917391304349 351.3797061381074 63.656769820971874 352.0338237851662Q64.79436572890026 352.68794143222505 66.72827877237853 353.0292202046036L68.32091304347827 353.31361918158564Q71.50618158567775 353.8824171355498 74.09421227621485 354.82093375959073Q76.68224296675193 355.7594503836317 78.18955754475704 357.49428414322244Q79.69687212276216 359.22911790281324 79.69687212276216 362.1868672634271Q79.69687212276216 366.6234913043478 76.48316368286446 369.0408826086956Q73.26945524296676 371.45827391304346 67.86587468030692 371.45827391304346Z" fill="#1A1A1A"/><path d="M84.62052941176472 370.6619567774936V330.8461H91.78738363171357V345.91924578005114H92.81121994884911Q93.26625831202047 345.00916905370843 94.2332148337596 344.0990923273657Q95.20017135549872 343.18901560102296 96.82124552429669 342.5917777493606Q98.44231969309465 341.9945398976982 100.9450306905371 341.9945398976982Q104.24405882352943 341.9945398976982 106.71832992327367 343.50185447570334Q109.19260102301791 345.00916905370843 110.55771611253198 347.6540795396419Q111.92283120204604 350.2989900255754 111.92283120204604 353.8255373401534V370.6619567774936H104.7559769820972V354.39433529411764Q104.7559769820972 351.2090667519181 103.19178260869566 349.6164324808184Q101.62758823529413 348.0237982097186 98.72671867007674 348.0237982097186Q95.4276905370844 348.0237982097186 93.60753708439898 350.2136703324808Q91.78738363171357 352.4035424552429 91.78738363171357 356.3282483375959V370.6619567774936Z" fill="#1A1A1A"/><path d="M127.08485166240409 371.45827391304346Q124.07022250639386 371.45827391304346 121.68127109974424 370.4059976982097Q119.29231969309463 369.3537214833759 117.89876470588234 367.334488746803Q116.50520971867007 365.31525601023014 116.50520971867007 362.4143864450128Q116.50520971867007 359.51351687979536 117.89876470588234 357.55116393861886Q119.29231969309463 355.5888109974424 121.76659079283888 354.5934145780051Q124.24086189258313 353.59801815856775 127.4261304347826 353.59801815856775H135.16178260869566V352.005383887468Q135.16178260869566 350.01459104859333 133.91042710997442 348.7347956521739Q132.6590716112532 347.45500025575444 129.92884143222506 347.45500025575444Q127.25549104859336 347.45500025575444 125.9472557544757 348.6779158567774Q124.63902046035805 349.90083145780045 124.24086189258313 351.83474450127875L117.64280562659847 349.6164324808184Q118.3253631713555 347.45500025575444 119.83267774936061 345.66328670076723Q121.33999232736574 343.87157314578 123.87114322250639 342.76241713554987Q126.40229411764706 341.65326112531966 130.0426010230179 341.65326112531966Q135.616820971867 341.65326112531966 138.8589693094629 344.4403710997442Q142.10111764705883 347.22748107416874 142.10111764705883 352.51730204603575V363.0400641943734Q142.10111764705883 364.74645805626596 143.69375191815857 364.74645805626596H145.96894373401534V370.6619567774936H141.19104092071612Q139.08648849104858 370.6619567774936 137.72137340153452 369.638120460358Q136.35625831202046 368.61428414322245 136.35625831202046 366.9078902813299V366.85101048593344H135.27554219948848Q135.0480230179028 367.5335680306905 134.25170588235295 368.6427240409207Q133.45538874680307 369.75188005115086 131.74899488491047 370.60507698209716Q130.0426010230179 371.45827391304346 127.08485166240409 371.45827391304346ZM128.33620716112532 365.6565347826087Q131.35083631713556 365.6565347826087 133.25630946291562 363.9785808184143Q135.16178260869566 362.3006268542199 135.16178260869566 359.51351687979536V358.9447189258312H127.93804859335039Q125.9472557544757 358.9447189258312 124.80965984654732 359.7979158567775Q123.67206393861893 360.6511127877238 123.67206393861893 362.1868672634271Q123.67206393861893 363.7226217391304 124.86653964194375 364.68957826086955Q126.06101534526854 365.6565347826087 128.33620716112532 365.6565347826087Z" fill="#1A1A1A"/><path d="M149.86876470588237 382.03791585677743V342.44957826086954H156.92185933503836V345.8623659846547H157.94569565217392Q158.91265217391305 344.21285191815855 160.96032480818417 342.9330565217391Q163.00799744245526 341.65326112531966 166.81894373401536 341.65326112531966Q170.23173145780052 341.65326112531966 173.1326010230179 343.33121508951405Q176.0334705882353 345.00916905370843 177.7967442455243 348.2513173913043Q179.5600179028133 351.4934657289002 179.5600179028133 356.1007291560102V357.0108058823529Q179.5600179028133 361.6180693094629 177.7967442455243 364.8602176470588Q176.0334705882353 368.1023659846547 173.1326010230179 369.78031994884907Q170.23173145780052 371.45827391304346 166.81894373401536 371.45827391304346Q164.25935294117647 371.45827391304346 162.52451918158567 370.861036061381Q160.7896854219949 370.26379820971863 159.73740920716114 369.3252815856777Q158.68513299232737 368.3867649616368 158.05945524296678 367.4198084398977H157.03561892583122V382.03791585677743ZM164.65751150895142 365.2014964194373Q168.01341943734016 365.2014964194373 170.20329156010231 363.0685040920716Q172.39316368286447 360.93551176470584 172.39316368286447 356.84016649616365V356.27136854219947Q172.39316368286447 352.1760232736573 170.1748516624041 350.04303094629154Q167.95653964194375 347.9100386189258 164.65751150895142 347.9100386189258Q161.35848337595908 347.9100386189258 159.14017135549872 350.04303094629154Q156.92185933503836 352.1760232736573 156.92185933503836 356.27136854219947V356.84016649616365Q156.92185933503836 360.93551176470584 159.14017135549872 363.0685040920716Q161.35848337595908 365.2014964194373 164.65751150895142 365.2014964194373Z" fill="#1A1A1A"/><path d="M184.82495396419438 370.6619567774936V342.44957826086954H191.99180818414322V370.6619567774936ZM188.4083810741688 339.1505501278772Q186.47446803069053 339.1505501278772 185.13779283887467 337.899194629156Q183.80111764705882 336.64783913043476 183.80111764705882 334.60016649616364Q183.80111764705882 332.5524938618926 185.13779283887467 331.30113836317133Q186.47446803069053 330.0497828644501 188.4083810741688 330.0497828644501Q190.39917391304348 330.0497828644501 191.7074092071611 331.30113836317133Q193.01564450127876 332.5524938618926 193.01564450127876 334.60016649616364Q193.01564450127876 336.64783913043476 191.7074092071611 337.899194629156Q190.39917391304348 339.1505501278772 188.4083810741688 339.1505501278772Z" fill="#285bff"/><path d="M219.78114322250642 382.03791585677743V367.4198084398977H218.75730690537085Q218.18850895140667 368.3867649616368 217.1077928388747 369.3252815856777Q216.02707672634273 370.26379820971863 214.29224296675193 370.861036061381Q212.55740920716113 371.45827391304346 209.99781841432227 371.45827391304346Q206.5850306905371 371.45827391304346 203.68416112531972 369.78031994884907Q200.78329156010233 368.1023659846547 199.02001790281332 364.8602176470588Q197.25674424552432 361.6180693094629 197.25674424552432 357.0108058823529V356.1007291560102Q197.25674424552432 351.4934657289002 199.02001790281332 348.2513173913043Q200.78329156010233 345.00916905370843 203.71260102301792 343.33121508951405Q206.64191048593352 341.65326112531966 209.99781841432227 341.65326112531966Q213.86564450127878 341.65326112531966 215.88487723785167 342.9330565217391Q217.90410997442456 344.21285191815855 218.8710664961637 345.8623659846547H219.89490281329924V342.44957826086954H226.94799744245526V382.03791585677743ZM212.1592506393862 365.2014964194373Q215.51515856777496 365.2014964194373 217.70503069053711 363.0685040920716Q219.89490281329924 360.93551176470584 219.89490281329924 356.84016649616365V356.27136854219947Q219.89490281329924 352.1760232736573 217.67659079283888 350.04303094629154Q215.45827877237852 347.9100386189258 212.1592506393862 347.9100386189258Q208.86022250639388 347.9100386189258 206.64191048593352 350.04303094629154Q204.42359846547316 352.1760232736573 204.42359846547316 356.27136854219947V356.84016649616365Q204.42359846547316 360.93551176470584 206.64191048593352 363.0685040920716Q208.86022250639388 365.2014964194373 212.1592506393862 365.2014964194373Z" fill="#ff2763"/></svg>