From: 2weiEmu <saalbach.robert@outlook.de>
Date: Sun, 2 Nov 2025 22:59:58 +0000 (+0100)
Subject: added more ML notes
X-Git-Url: https://git.saalbach.dev/?a=commitdiff_plain;h=37e3a85a2d556fcbf326a8847989e1fe663f60a0;p=research-obsidian.git

added more ML notes
---

diff --git a/.obsidian/appearance.json b/.obsidian/appearance.json
index 3d210f0..60c2234 100644
--- a/.obsidian/appearance.json
+++ b/.obsidian/appearance.json
@@ -4,5 +4,5 @@
   "interfaceFontFamily": "Aptos Mono",
   "textFontFamily": "Aptos Mono",
   "monospaceFontFamily": "Aptos Mono",
-  "cssTheme": "Sanctum"
+  "cssTheme": "Dawn"
 }
\ No newline at end of file
diff --git a/.obsidian/themes/Dawn/manifest.json b/.obsidian/themes/Dawn/manifest.json
new file mode 100644
index 0000000..e992911
--- /dev/null
+++ b/.obsidian/themes/Dawn/manifest.json
@@ -0,0 +1,6 @@
+{
+  "name": "Dawn",
+  "version": "1.0.2",
+  "minAppVersion": "1.0.2",
+  "author": "min"
+}
diff --git a/.obsidian/themes/Dawn/theme.css b/.obsidian/themes/Dawn/theme.css
new file mode 100644
index 0000000..75f0edf
--- /dev/null
+++ b/.obsidian/themes/Dawn/theme.css
@@ -0,0 +1,1701 @@
+/*Fonts*/
+:root {
+  /*Note and Settings Text*/
+  /*kr : 노트 기본 폰트와 코드 폰트, 변경하지 않는게 좋습니다.*/
+
+  --default-font: "Inter", sans-serif; /*Note*/
+  --font-monospace: "Source Code Pro", monospace; /*Code*/
+
+  /* Size Related Values */
+  /* kr: 노트 내 사이즈 값들로 사용될 변수들 입니다. */
+  --scale-dimension-size-max: 9999px;
+  --scale-dimension-size-3000: 240px;
+  --scale-dimension-size-2000: 160px;
+  --scale-dimension-size-1500: 100px;
+  --scale-dimension-size-1000: 80px;
+  --scale-dimension-size-900: 72px;
+  --scale-dimension-size-800: 64px;
+  --scale-dimension-size-700: 56px;
+  --scale-dimension-size-600: 48px;
+  --scale-dimension-size-500: 40px;
+  --scale-dimension-size-400: 32px;
+  --scale-dimension-size-300: 24px;
+  --scale-dimension-size-250: 20px;
+  --scale-dimension-size-225: 18px;
+  --scale-dimension-size-200: 16px;
+  --scale-dimension-size-175: 14px;
+  --scale-dimension-size-150: 12px;
+  --scale-dimension-size-125: 10px;
+  --scale-dimension-size-100: 8px;
+  --scale-dimension-size-75: 6px;
+  --scale-dimension-size-50: 4px;
+  --scale-dimension-size-25: 2px;
+  --scale-dimension-size-10: 1px;
+  --scale-dimension-size-0: 0px;
+  --scale-dimension-font-size-1300: 72px;
+  --scale-dimension-font-size-1200: 60px;
+  --scale-dimension-font-size-1100: 54px;
+  --scale-dimension-font-size-1000: 48px;
+  --scale-dimension-font-size-900: 42px;
+  --scale-dimension-font-size-800: 36px;
+  --scale-dimension-font-size-700: 32px;
+  --scale-dimension-font-size-600: 28px;
+  --scale-dimension-font-size-500: 24px;
+  --scale-dimension-font-size-400: 20px;
+  --scale-dimension-font-size-300: 18px;
+  --scale-dimension-font-size-200: 16px;
+  --scale-dimension-font-size-100: 14px;
+  --scale-dimension-font-size-75: 13px;
+  --scale-dimension-font-size-50: 12px;
+  --scale-dimension-font-size-25: 11px;
+  --scale-dimension-font-size-10: 10px;
+  --static-large: 162%;
+  --static-medium: 150%;
+  --static-small: 132%;
+
+  /* radius */
+  /* kr: 보더라운드 셋팅입니다. */
+  --scale-radius-9999: var(--scale-dimension-size-300);
+  --scale-radius-6: var(--scale-dimension-size-300);
+  --scale-radius-5: var(--scale-dimension-size-200);
+  --scale-radius-4: var(--scale-dimension-size-150);
+  --scale-radius-3: var(--scale-dimension-size-75);
+  --scale-radius-2: var(--scale-dimension-size-50);
+  --scale-radius-1: var(--scale-dimension-size-25);
+}
+
+body {
+  /* -----------------------------------------------------
+
+	List of variables is placed in body rather than :root so 
+	that we can	combine all property types including colors
+	and sort alphabetically to maximize readability in
+	the compiled app.css file.
+    
+  kr:변수 목록은 다음과 같이 본문에 배치됩니다:root so
+  색상을 포함한 모든 속성 유형을 결합할 수 있습니다
+  가독성을 극대화하기 위해 알파벳 순으로 정렬합니다
+  
+	----------------------------------------------------- */
+
+  /* Animations */
+  --anim-duration-none: 0;
+  --anim-duration-superfast: 70ms;
+  --anim-duration-fast: 140ms;
+  --anim-duration-moderate: 300ms;
+  --anim-duration-slow: 560ms;
+  --anim-motion-smooth: cubic-bezier(0.45, 0.05, 0.55, 0.95);
+  --anim-motion-delay: cubic-bezier(0.65, 0.05, 0.36, 1);
+  --anim-motion-jumpy: cubic-bezier(0.68, -0.55, 0.27, 1.55);
+  --anim-motion-swing: cubic-bezier(0, 0.55, 0.45, 1);
+
+  /* Blockquotes */
+  --blockquote-border-thickness: 1px;
+  --blockquote-border-color: var(--interactive-accent);
+  --blockquote-font-style: normal;
+  --blockquote-color: inherit;
+  --blockquote-background-color: transparent;
+
+  /* Bold */
+  --bold-weight: var(--font-semibold);
+  --bold-color: inherit;
+  --bold-background: var(--static-alpha-balck-150);
+
+  /* Borders */
+  --border-width: 0.75x;
+
+  /* Buttons */
+  --button-radius: var(--input-radius);
+
+  /* Callouts */
+  --callout-border-width: 0px;
+  --callout-border-opacity: 0.2;
+  --callout-padding: var(--size-4-2) var(--size-4-5) var(--size-4-2)
+    var(--size-4-5);
+  --callout-radius: var(--radius-m);
+  --callout-blend-mode: var(--highlight-mix-blend-mode);
+  --callout-title-color: inherit;
+  --callout-title-padding: var(--scale-dimension-size-0);
+  --callout-title-size: var(--font-ui-medium);
+  --callout-content-padding: 0;
+  --callout-content-background: transparent;
+  --callout-bug: var(--color-red-rgb);
+  --callout-default: var(--mono-rgb-100);
+  --callout-error: var(--color-red-rgb);
+  --callout-example: var(--color-purple-rgb);
+  --callout-fail: var(--color-red-rgb);
+  --callout-important: var(--color-cyan-rgb);
+  --callout-info: var(--color-blue-rgb);
+  --callout-question: var(--color-yellow-rgb);
+  --callout-success: var(--color-green-rgb);
+  --callout-summary: var(--mono-rgb-100);
+  --callout-tip: var(--color-cyan-rgb);
+  --callout-todo: var(--color-blue-rgb);
+  --callout-warning: var(--color-orange-rgb);
+  --callout-quote: 158, 158, 158;
+
+  /* Canvas */
+  --canvas-dot-pattern: var(--color-base-30);
+  --canvas-color-1: var(--color-red-rgb);
+  --canvas-color-2: var(--color-orange-rgb);
+  --canvas-color-3: var(--color-yellow-rgb);
+  --canvas-color-4: var(--color-green-rgb);
+  --canvas-color-5: var(--color-cyan-rgb);
+  --canvas-color-6: var(--color-purple-rgb);
+
+  /* Checkboxes */
+  --checkbox-radius: var(--radius-m);
+  --checkbox-size: calc(var(--font-text-size) * 1.1);
+  --checkbox-marker-color: var(--background-primary);
+  --checkbox-color: var(--interactive-accent);
+  --checkbox-color-hover: var(--interactive-accent-hover);
+  --checkbox-border-color: var(--text-faint);
+  --checkbox-border-color-hover: var(--text-muted);
+  --checklist-done-decoration: line-through;
+  --checklist-done-color: var(--text-fade);
+
+  /* Code */
+  --code-white-space: pre-wrap;
+  --code-size: var(--font-smaller);
+  --code-background: var(--color-gray-alpha-50);
+  --code-normal: var(--text-muted);
+  --code-comment: var(--text-fade);
+  --code-function: var(--color-yellow);
+  --code-important: var(--color-orange);
+  --code-keyword: var(--color-blue);
+  --code-operator: var(--color-red);
+  --code-property: var(--color-cyan);
+  --code-punctuation: var(--text-muted);
+  --code-string: var(--color-green);
+  --code-tag: var(--color-red);
+  --code-value: var(--color-purple);
+
+  /* Collapse icons */
+  --collapse-icon-color: var(--text-faint);
+  --collapse-icon-color-collapsed: var(--text-accent);
+
+  /* Cursor */
+  --cursor: default;
+  --cursor-link: pointer;
+  --cursor-action: pointer;
+
+  /* Dialogs - e.g. small modals, confirmations */
+  --dialog-width: 560px;
+  --dialog-max-width: 80vw;
+  --dialog-max-height: 85vh;
+
+  /* Dividers — between panes */
+  --divider-color: var(--background-modifier-border);
+  --divider-color-hover: var(--interactive-accent);
+  --divider-width: var(--scale-dimension-size-10);
+  --divider-width-hover: var(--scale-dimension-size-25);
+  --divider-vertical-height: calc(100% - var(--header-height));
+
+  /* Dragging */
+  --drag-ghost-background: rgba(0, 0, 0, 0.85);
+  --drag-ghost-text-color: #fff;
+
+  /* Embeds */
+  --embed-max-height: 4000px;
+  --embed-canvas-max-height: 400px;
+  --embed-background: inherit;
+  --embed-border-left: 2px solid var(--interactive-accent);
+  --embed-border-right: none;
+  --embed-border-top: none;
+  --embed-border-bottom: none;
+  --embed-padding: 0 0 0 var(--size-4-6);
+  --embed-font-style: inherit;
+
+  /* Blocks */
+  --embed-block-shadow-hover: 0 0 0 1px var(--background-modifier-border),
+    inset 0 0 0 1px var(--background-modifier-border);
+
+  /* File layout */
+  --file-line-width: 640px;
+  --file-folding-offset: 24px;
+  --file-margins: var(--size-4-8);
+  --file-header-font-size: var(--font-ui-small);
+  --file-header-font-weight: 500;
+  --file-header-border: var(--border-width) solid transparent;
+  --file-header-justify: center;
+
+  /* Relative font sizes */
+  --font-smallest: 0.8rem;
+  --font-smaller: 0.875rem;
+  --font-small: 0.933rem;
+
+  /* UI font sizes */
+  --font-ui-smaller: var(--scale-dimension-font-size-25);
+  --font-ui-small: var(--scale-dimension-font-size-75);
+  --font-ui-medium: var(--scale-dimension-font-size-200);
+  --font-ui-large: var(--scale-dimension-font-size-400);
+
+  /* Font weights */
+  --font-thin: 100;
+  --font-extralight: 200;
+  --font-light: 300;
+  --font-normal: 400;
+  --font-medium: 500;
+  --font-semibold: 600;
+  --font-bold: 700;
+  --font-extrabold: 800;
+  --font-black: 900;
+
+  /* Footnotes */
+  --footnote-size: var(--font-smaller);
+
+  /* Graphs */
+  --graph-controls-width: 240px;
+  --graph-text: var(--text-normal);
+  --graph-line: var(--color-base-35, var(--background-modifier-border-focus));
+  --graph-node: var(--text-muted);
+  --graph-node-unresolved: var(--text-faint);
+  --graph-node-focused: var(--text-accent);
+  --graph-node-tag: var(--color-green);
+  --graph-node-attachment: var(--color-yellow);
+
+  /* Headings */
+  --heading-formatting: var(--text-faint);
+  --h1-color: inherit;
+  --h2-color: inherit;
+  --h3-color: inherit;
+  --h4-color: inherit;
+  --h5-color: inherit;
+  --h6-color: inherit;
+  --h1-line-height: 1.2;
+  --h2-line-height: 1.2;
+  --h3-line-height: 1.3;
+  --h4-line-height: 1.4;
+  --h5-line-height: var(--line-height-normal);
+  --h6-line-height: var(--line-height-normal);
+  --h1-size: 1.375rem;
+  --h2-size: 1.25rem;
+  --h3-size: 1.125rem;
+  --h4-size: 1rem;
+  --h5-size: 0.875rem;
+  --h6-size: 0.813rem;
+  --h1-style: normal;
+  --h2-style: normal;
+  --h3-style: normal;
+  --h4-style: normal;
+  --h5-style: small-caps;
+  --h6-style: small-caps;
+  --h1-variant: normal;
+  --h2-variant: normal;
+  --h3-variant: normal;
+  --h4-variant: normal;
+  --h5-variant: normal;
+  --h6-variant: normal;
+  --h1-weight: 600;
+  --h2-weight: 600;
+  --h3-weight: 600;
+  --h4-weight: 600;
+  --h5-weight: 600;
+  --h6-weight: 600;
+
+  /* View header */
+  --header-height: 42px;
+
+  /* Horizontal rules */
+  --hr-color: var(--background-modifier-border);
+  --hr-thickness: 1px;
+
+  /* Icons */
+  --icon-size: var(--icon-m);
+  --icon-stroke: var(--icon-m-stroke-width);
+  --icon-xs: 14px;
+  --icon-s: 16px;
+  --icon-m: 18px;
+  --icon-l: 18px;
+  --icon-xl: 32px;
+  --icon-xs-stroke-width: 2px;
+  --icon-s-stroke-width: 2px;
+  --icon-m-stroke-width: 1.75px;
+  --icon-l-stroke-width: 1.75px;
+  --icon-xl-stroke-width: 1.25px;
+  --icon-color: var(--text-muted);
+  --icon-color-hover: var(--text-muted);
+  --icon-color-active: var(--text-accent);
+  --icon-color-focused: var(--text-normal);
+  --icon-opacity: 0.6;
+  --icon-opacity-hover: 1;
+  --icon-opacity-active: 1;
+  --clickable-icon-radius: var(--radius-m);
+
+  /* Indentation guide */
+  --indentation-guide-width: 1px;
+  --indentation-guide-color: rgba(var(--mono-rgb-100), 0.1);
+  --indentation-guide-color-active: rgba(var(--mono-rgb-100), 0.3);
+
+  /* Inline title */
+  --inline-title-color: var(--h1-color);
+  --inline-title-font: var(--h1-font);
+  --inline-title-line-height: var(--h1-line-height);
+  --inline-title-size: var(--h1-size);
+  --inline-title-style: var(--h1-style);
+  --inline-title-variant: var(--h1-variant);
+  --inline-title-weight: var(--h1-weight);
+
+  /* Inputs */
+  --input-height: var(--scale-dimension-size-400);
+  --input-radius: var(--radius-m);
+  --input-font-weight: var(--font-normal);
+  --input-border-width: var(--scale-dimension-size-0);
+
+  /* Italic */
+  --italic-color: inherit;
+
+  /* Z-index */
+  --layer-cover: 5;
+  --layer-sidedock: 10;
+  --layer-status-bar: 15;
+  --layer-popover: 30;
+  --layer-slides: 45;
+  --layer-modal: 50;
+  --layer-notice: 60;
+  --layer-menu: 65;
+  --layer-tooltip: 70;
+  --layer-dragged-item: 80;
+
+  /* Line heights */
+  --line-height-large: 1.6;
+  --line-height-normal: 1.5;
+  --line-height-tight: 1.3;
+
+  /* Links */
+  --link-color: var(--text-accent);
+  --link-color-hover: var(--text-accent-hover);
+  --link-decoration: none;
+  --link-decoration-hover: underline;
+  --link-decoration-thickness: auto;
+  --link-external-color: var(--text-accent);
+  --link-external-color-hover: var(--text-accent-hover);
+  --link-external-decoration: none;
+  --link-external-decoration-hover: underline;
+  --link-external-filter: none;
+  --link-unresolved-color: var(--text-accent);
+  --link-unresolved-opacity: 0.6;
+  --link-unresolved-filter: none;
+  --link-unresolved-decoration-style: solid;
+  --link-unresolved-decoration-color: hsla(var(--interactive-accent-hsl), 0.3);
+
+  /* Lists */
+  --list-indent: 1rem;
+  --list-spacing: 0.14rem;
+  --list-marker-color: var(--color-base-35);
+  --list-marker-color-hover: var(--text-muted);
+  --list-marker-color-collapsed: var(--text-accent);
+  --list-bullet-border: none;
+  --list-bullet-radius: 50%;
+  --list-bullet-size: 0.2rem;
+  --list-bullet-transform: none;
+  --list-numbered-style: decimal;
+
+  /* File navigator */
+  --nav-item-size: var(--font-ui-small);
+  --nav-item-color: var(--text-muted);
+  --nav-item-color-hover: var(--text-normal);
+  --nav-item-color-active: var(--text-normal);
+  --nav-item-color-selected: var(--text-normal);
+  --nav-item-color-highlighted: var(--text-accent-hover);
+  --nav-item-background-hover: var(--background-modifier-hover);
+  --nav-item-background-active: var(--background-modifier-hover);
+  --nav-item-background-selected: hsla(var(--color-accent-hsl), 0.2);
+  --nav-item-padding: var(--size-4-1) var(--size-4-2);
+  --nav-item-parent-padding: var(--nav-item-padding);
+  --nav-item-children-padding-left: var(--size-4-2);
+  --nav-item-children-margin-left: var(--size-4-3);
+  --nav-item-weight: inherit;
+  --nav-item-weight-hover: var(--bold-weight);
+  --nav-item-weight-active: var(--bold-weight);
+  --nav-item-white-space: nowrap;
+  --nav-indentation-guide-width: var(--indentation-guide-width);
+  --nav-indentation-guide-color: var(--indentation-guide-color);
+  --nav-collapse-icon-color: var(--collapse-icon-color);
+  --nav-collapse-icon-color-collapsed: var(--text-faint);
+
+  /* Modals - e.g. settings, community themes, community plugins */
+  --modal-background: var(--background-primary);
+  --modal-width: 90vw;
+  --modal-height: 85vh;
+  --modal-max-width: 1100px;
+  --modal-max-height: 1000px;
+  --modal-max-width-narrow: 800px;
+  --modal-border-width: var(--border-width);
+  --modal-border-color: var(
+    --color-base-40,
+    var(--background-modifier-border-focus)
+  );
+  --modal-radius: var(--radius-l);
+  --modal-community-sidebar-width: 280px;
+
+  /* Popovers - file previews */
+  --popover-width: 450px;
+  --popover-height: 400px;
+  --popover-max-height: 70vh;
+  --popover-pdf-width: 600px;
+  --popover-pdf-height: 800px;
+  --popover-font-size: var(--font-text-size);
+
+  /* Prompts - e.g. quick switcher, command palette */
+  --prompt-width: 700px;
+  --prompt-max-width: 62vw;
+  --prompt-max-height: 70vh;
+  --prompt-border-width: var(--border-width);
+  --prompt-border-color: var(
+    --color-base-40,
+    var(--background-modifier-border-focus)
+  );
+
+  /* Radiuses */
+  --radius-s: var(--scale-radius-1);
+  --radius-m: var(--scale-radius-3);
+  --radius-l: var(--scale-radius-4);
+  --radius-xl: var(--scale-radius-5);
+  --radius-full: var(--scale-dimension-size-max);
+
+  /* Ribbon */
+  --ribbon-background: var(--background-primary);
+  --ribbon-background-collapsed: var(--background-primary);
+  --ribbon-width: var(--scale-dimension-size-600);
+  --ribbon-padding: var(--size-4-2) var(--size-4-1) var(--size-4-3);
+
+  /* Scrollbars */
+  --scrollbar-active-thumb-bg: rgba(var(--mono-rgb-100), 0.2);
+  --scrollbar-bg: rgba(var(--mono-rgb-100), 0.05);
+  --scrollbar-thumb-bg: rgba(var(--mono-rgb-100), 0.1);
+
+  /* Search */
+  --search-clear-button-color: var(--text-muted);
+  --search-clear-button-size: 13px;
+  --search-icon-color: var(--text-muted);
+  --search-icon-size: 18px;
+  --search-result-background: var(--background-primary);
+
+  /* Layout sizing - for padding and margins */
+  --size-2-1: 2px;
+  --size-2-2: 4px;
+  --size-2-3: 6px;
+  --size-4-1: 4px;
+  --size-4-2: 8px;
+  --size-4-3: 12px;
+  --size-4-4: 16px;
+  --size-4-5: 20px;
+  --size-4-6: 24px;
+  --size-4-8: 32px;
+  --size-4-9: 36px;
+  --size-4-12: 48px;
+  --size-4-16: 64px;
+  --size-4-18: 72px;
+
+  /* Sidebar */
+  --sidebar-markdown-font-size: calc(var(--font-text-size) * 0.9);
+  --sidebar-tab-text-display: none;
+
+  /* Sliders */
+  --slider-thumb-border-width: 1px;
+  --slider-thumb-border-color: var(--background-modifier-border-hover);
+  --slider-thumb-height: 18px;
+  --slider-thumb-width: 18px;
+  --slider-thumb-y: -6px;
+  --slider-thumb-radius: 50%;
+  --slider-s-thumb-size: 15px;
+  --slider-s-thumb-position: -5px;
+  --slider-track-background: var(--background-modifier-border);
+  --slider-track-height: 3px;
+
+  /* Status bar */
+  --status-bar-background: var(--background-secondary);
+  --status-bar-border-color: var(--divider-color);
+  --status-bar-border-width: 1px 0 0 1px;
+  --status-bar-font-size: var(--font-ui-smaller);
+  --status-bar-text-color: var(--text-muted);
+  --status-bar-position: fixed;
+  --status-bar-radius: var(--radius-m);
+
+  /* Swatch for color inputs */
+  --swatch-radius: 14px;
+  --swatch-height: 24px;
+  --swatch-width: 24px;
+  --swatch-shadow: inset 0 0 0 1px rgba(var(--mono-rgb-100), 0.15);
+
+  /* Tabs */
+  --tab-background-active: var(--background-primary);
+  --tab-text-color: var(--text-faint);
+  --tab-text-color-active: var(--text-muted);
+  --tab-text-color-focused: var(--text-muted);
+  --tab-text-color-focused-active: var(--text-muted);
+  --tab-text-color-focused-highlighted: var(--text-accent);
+  --tab-text-color-focused-active-current: var(--text-normal);
+  --tab-font-size: var(--font-ui-small);
+  --tab-font-weight: inherit;
+  --tab-container-background: var(--background-secondary);
+  --tab-divider-color: var(--background-modifier-border-hover);
+  --tab-outline-color: var(--divider-color);
+  --tab-outline-width: 1px;
+  --tab-curve: 6px;
+  --tab-radius: var(--radius-s);
+  --tab-radius-active: 6px 6px 0 0;
+  --tab-width: 200px;
+  --tab-max-width: 320px;
+
+  /* Stacked tabs */
+  --tab-stacked-pane-width: 700px;
+  --tab-stacked-header-width: var(--header-height);
+  --tab-stacked-font-size: var(--font-ui-small);
+  --tab-stacked-font-weight: 400;
+  --tab-stacked-text-align: left;
+  --tab-stacked-text-transform: rotate(0deg);
+  --tab-stacked-text-writing-mode: vertical-lr;
+  --tab-stacked-shadow: -8px 0 8px 0 rgba(0, 0, 0, 0.05);
+
+  /* Tables */
+  --table-background: transparent;
+  --table-border-width: 1px;
+  --table-border-color: var(--background-modifier-border-row);
+  --table-white-space: normal;
+  --table-header-background: var(--background-secondary);
+  --table-header-background-hover: inherit;
+  --table-header-border-width: var(--table-border-width);
+  --table-header-border-color: var(--table-border-color);
+  --table-header-font: inherit;
+  --table-header-size: var(--font-ui-small);
+  --table-header-weight: var(--bold-weight);
+  --table-header-color: var(--text-normal);
+  --table-text-size: var(--font-ui-medium);
+  --table-text-color: inherit;
+  --table-column-max-width: none;
+  --table-column-alt-background: var(--table-background);
+  --table-column-first-border-width: var(--table-border-width);
+  --table-column-last-border-width: var(--table-border-width);
+  --table-row-background-hover: var(--table-background);
+  --table-row-alt-background: var(--table-background);
+  --table-row-last-border-width: var(--table-border-width);
+
+  /* Tags */
+  --tag-size: var(--font-smaller);
+  --tag-color: var(--text-accent);
+  --tag-color-hover: var(--text-accent);
+  --tag-decoration: none;
+  --tag-decoration-hover: none;
+  --tag-background: hsla(var(--interactive-accent-hsl), 0.1);
+  --tag-background-hover: hsla(var(--interactive-accent-hsl), 0.2);
+  --tag-border-color: hsla(var(--interactive-accent-hsl), 0.15);
+  --tag-border-color-hover: hsla(var(--interactive-accent-hsl), 0.15);
+  --tag-border-width: 0px;
+  --tag-padding-x: 0.65rem;
+  --tag-padding-y: 0.25rem;
+  --tag-radius: var(--radius-m);
+
+  /* Window frame */
+  --titlebar-background: var(--background-secondary);
+  --titlebar-background-focused: var(--background-secondary);
+  --titlebar-border-width: 0px;
+  --titlebar-border-color: var(--background-modifier-border);
+  --titlebar-text-color: var(--text-muted);
+  --titlebar-text-color-focused: var(--text-normal);
+  --titlebar-text-weight: var(--font-bold);
+
+  /* Toggles */
+  --toggle-border-width: 2px;
+  --toggle-width: 40px;
+  --toggle-radius: 18px;
+  --toggle-thumb-color: white;
+  --toggle-thumb-radius: 18px;
+  --toggle-thumb-height: 18px;
+  --toggle-thumb-width: 18px;
+  --toggle-s-border-width: 2px;
+  --toggle-s-width: 34px;
+  --toggle-s-thumb-height: 15px;
+  --toggle-s-thumb-width: 15px;
+
+  /* Vault name */
+  --vault-name-font-size: var(--font-ui-small);
+  --vault-name-font-weight: var(--font-medium);
+  --vault-name-color: var(--text-normal);
+
+  /* Workspace */
+  --workspace-background-translucent: rgba(var(--mono-rgb-0), 0.6);
+
+  /* Color mappings ------------------------ */
+  /* Accent HSL values */
+  --accent-h: 223;
+  --accent-s: 100%;
+  --accent-l: 62%;
+
+  /* Text */
+  --text-normal: var(--color-base-60);
+  --text-muted: var(--color-base-50);
+  --text-faint: var(--color-base-40);
+  --text-fade: var(--color-base-30);
+  --text-on-accent: white;
+  --text-on-accent-inverted: black;
+  --text-error: var(--color-red);
+  --text-success: var(--color-green);
+  --text-selection: hsla(var(--color-accent-hsl), 0.2);
+  --text-accent: var(--color-accent);
+  --text-accent-hover: var(--color-accent-2);
+  --interactive-accent-hsl: var(--color-accent-hsl);
+  --interactive-accent: var(--color-accent-1);
+  --interactive-accent-hover: var(--color-accent-2);
+
+  /* Not affected by Theme  */
+  --static-black: #000000;
+  --static-white: #ffffff;
+  --static-blue: #3d73ff;
+  --static-alpha-balck-700: rgba(0, 0, 0, 0.7);
+  --static-alpha-balck-500: rgba(0, 0, 0, 0.5);
+  --static-alpha-balck-200: rgba(0, 0, 0, 0.2);
+  --static-alpha-balck-150: rgba(0, 0, 0, 0.1);
+  --static-alpha-balck-100: rgba(0, 0, 0, 0.06);
+  --static-alpha-white-200: rgba(255, 255, 255, 0.2);
+  --static-alpha-white-500: rgba(255, 255, 255, 0.5);
+}
+
+.theme-light {
+  color-scheme: light;
+  --highlight-mix-blend-mode: darken;
+  --mono-rgb-0: 255, 255, 255;
+  --mono-rgb-100: 0, 0, 0;
+  --color-red-rgb: 250, 82, 82;
+  --color-red: #e93147;
+  --color-green-rgb: 8, 185, 78;
+  --color-green: #40c057;
+  --color-orange-rgb: 253, 126, 20;
+  --color-orange: #fd7e14;
+  --color-yellow-rgb: 245, 162, 0;
+  --color-yellow: #f5a200;
+  --color-cyan-rgb: 40, 173, 202;
+  --color-cyan: #28adca;
+  --color-blue-rgb: 3, 105, 224;
+  --color-blue: #3d73ff;
+  --color-purple-rgb: 121, 80, 242;
+  --color-purple: #7950f2;
+  --color-pink-rgb: 245, 88, 173;
+  --color-pink: #f558ad;
+
+  /* Option, add the color palette you want to use. */
+  --color-base-00: #ffffff;
+  --color-base-05: #fefefe;
+  --color-base-10: #f8f9fa;
+  --color-base-20: #f1f3f5;
+  --color-base-25: #dee2e6;
+  --color-base-30: #adb5bd;
+  --color-base-35: #868e96;
+  --color-base-40: #495057;
+  --color-base-50: #343a40;
+  --color-base-60: #212529;
+  --color-base-70: #15171a;
+  --color-base-100: #0e0e0f;
+  --color-purple-100: #f3f0ff;
+  --color-purple-200: #e5dbff;
+  --color-purple-300: #d0bfff;
+  --color-purple-400: #9775fa;
+  --color-purple-500: #7950f2;
+  --color-purple-600: #6741d9;
+  --color-purple-700: #5f3dc4;
+  --color-purple-800: #482e94;
+  --color-purple-900: #2d1d5c;
+  --color-blue-100: #e7f7ff;
+  --color-blue-200: #d1e9ff;
+  --color-blue-300: #b0cdff;
+  --color-blue-400: #6a94fc;
+  --color-blue-500: #3d73ff;
+  --color-blue-600: #3160e1;
+  --color-blue-700: #2c54cd;
+  --color-blue-800: #1e409b;
+  --color-blue-900: #002c67;
+  --color-green-100: #ebfbee;
+  --color-green-200: #d3f9d8;
+  --color-green-300: #b2f2bb;
+  --color-green-400: #69db7c;
+  --color-green-500: #40c057;
+  --color-green-600: #2f9e44;
+  --color-green-700: #28803a;
+  --color-green-800: #1c5928;
+  --color-green-900: #0e2e15;
+  --color-orange-100: #fff4e6;
+  --color-orange-200: #ffe8cc;
+  --color-orange-300: #ffd8a8;
+  --color-orange-400: #ffa94d;
+  --color-orange-500: #fd7e14;
+  --color-orange-600: #e8590c;
+  --color-orange-700: #d9480f;
+  --color-orange-800: #8f300a;
+  --color-orange-900: #4f1905;
+  --color-red-100: #fff5f5;
+  --color-red-200: #ffe3e3;
+  --color-red-300: #ffc9c9;
+  --color-red-400: #ff8787;
+  --color-red-500: #fa5252;
+  --color-red-600: #e03131;
+  --color-red-700: #c92a2a;
+  --color-red-800: #9b0404;
+  --color-red-900: #700707;
+  --color-ash-100: #f9f8f6;
+  --color-ash-200: #f2f1ed;
+  --color-ash-300: #eceae5;
+  --color-ash-400: #e5e3dc;
+  --color-ash-500: #dfddd3;
+  --color-ash-600: #d8d6ca;
+  --color-ash-700: #d2cfc1;
+  --color-ash-800: #cbc8b9;
+  --color-ash-900: #c5c1b0;
+  --color-ash-1000: #bebaa7;
+  --color-gray-alpha-25: rgba(0, 0, 0, 0.03);
+  --color-gray-alpha-50: rgba(0, 0, 0, 0.05);
+  --color-gray-alpha-75: rgba(0, 0, 0, 0.08);
+  --color-gray-alpha-100: rgba(0, 0, 0, 0.1);
+  --color-purple-alpha-100: rgba(121, 80, 242, 0.1);
+  --color-purple-alpha-200: rgba(121, 80, 242, 0.2);
+  --color-cyan-alpha-100: rgba(70, 192, 192, 0.1);
+  --color-green-alpha-100: rgba(64, 192, 87, 0.1);
+  --color-green-alpha-200: rgba(64, 192, 87, 0.2);
+  --color-blue-alpha-100: rgba(61, 174, 255, 0.1);
+  --color-blue-alpha-200: rgba(61, 174, 255, 0.2);
+  --color-red-alpha-100: rgba(250, 82, 82, 0.1);
+  --color-red-alpha-200: rgba(250, 82, 82, 0.2);
+  --color-yellow-alpha-50: rgba(255, 232, 23, 0.05);
+  --color-yellow-alpha-100: rgba(255, 232, 23, 0.2);
+  --color-yellow-alpha-200: rgba(255, 232, 23, 0.3);
+  --alpha-100: 0.1;
+  --alpha-200: 0.2;
+  --alpha-500: 0.5;
+
+  --color-accent-hsl: var(--accent-h), var(--accent-s), var(--accent-l);
+  --color-accent: hsl(var(--accent-h), var(--accent-s), var(--accent-l));
+  --color-accent-1: hsl(
+    var(--accent-h),
+    var(--accent-s),
+    calc(var(--accent-l) + 2.5%)
+  );
+
+  --color-accent-2: hsl(
+    var(--accent-h),
+    var(--accent-s),
+    calc(var(--accent-l) + 5%)
+  );
+
+  /* Background and UI Semantic Tokens in Notes */
+  /* 백그라운드에 들어가는 시멘틱 토큰들 입니다. */
+  --background-primary: var(--color-ash-200);
+  --background-primary-low: var(--color-ash-100);
+  --background-primary-alt: var(--color-ash-500);
+  --background-secondary: var(--color-ash-400);
+  --background-secondary-alt: var(--color-ash-600);
+
+  --background-modifier-hover: rgba(var(--mono-rgb-100), 0.075);
+  --background-modifier-hover: var(--color-gray-alpha-100);
+  --background-modifier-active-hover: hsla(var(--interactive-accent-hsl), 0.15);
+  --background-modifier-border: var(--color-ash-400);
+  --background-modifier-border-row: var(--color-ash-500);
+  --background-modifier-border-hover: var(--color-base-35);
+  --background-modifier-border-focus: var(--color-ash-600);
+  --background-modifier-error-rgb: var(--color-red-rgb);
+  --background-modifier-error: var(--color-red);
+  --background-modifier-error-hover: var(--color-red);
+  --background-modifier-success-rgb: var(--color-green-rgb);
+  --background-modifier-success: var(--color-green);
+  --background-modifier-message: rgba(0, 0, 0, 0.9);
+  --background-modifier-box-shadow: rgba(0, 0, 0, 0.3);
+  --background-modifier-cover: var(--static-alpha-balck-700);
+
+  /* Input */
+  --background-modifier-form-field: var(--color-ash-400);
+  --interactive-normal: var(--color-ash-400);
+  --interactive-hover: var(--color-ash-500);
+
+  --text-highlight-bg: var(--color-ash-500);
+  --text-highlight-bg-active: var(--color-yellow-alpha-100);
+  --text-selection: hsla(var(--interactive-accent-hsl), 0.25);
+
+  --input-shadow: transparent;
+  --input-shadow-hover: transparent;
+  --shadow-s: 0px 1px 2px rgba(0, 0, 0, 0.028),
+    0px 3.4px 6.7px rgba(0, 0, 0, 0.042), 0px 15px 30px rgba(0, 0, 0, 0.07);
+  --shadow-l: 0px 1.8px 7.3px rgba(0, 0, 0, 0.071),
+    0px 6.3px 24.7px rgba(0, 0, 0, 0.112), 0px 30px 90px rgba(0, 0, 0, 0.2);
+}
+
+.theme-dark {
+  color-scheme: dark;
+  --highlight-mix-blend-mode: lighten;
+  --mono-rgb-0: 0, 0, 0;
+  --mono-rgb-100: 255, 255, 255;
+  --color-red-rgb: 250, 82, 82;
+  --color-red: #fa5252;
+  --color-orange-rgb: 255, 154, 103;
+  --color-orange: #ff9a67;
+  --color-yellow-rgb: 255, 228, 82;
+  --color-yellow: #ffe452;
+  --color-green-rgb: 105, 219, 124;
+  --color-green: #69db7c;
+  --color-cyan-rgb: 83, 223, 221;
+  --color-cyan: #59e8d4;
+  --color-blue-rgb: 2, 122, 255;
+  --color-blue: #6a94fc;
+  --color-purple-rgb: 168, 130, 255;
+  --color-purple: #d0bfff;
+  --color-pink-rgb: 250, 153, 205;
+  --color-pink: #ffc9c9;
+
+  --color-base-00: #0e0e0f;
+  --color-base-05: #15171a;
+  --color-base-10: #212529;
+  --color-base-20: #343a40;
+  --color-base-25: #495057;
+  --color-base-30: #646b73;
+  --color-base-35: #979fa7;
+  --color-base-40: #adb5bd;
+  --color-base-50: #dee2e6;
+  --color-base-60: #f1f3f5;
+  --color-base-70: #f8f9fa;
+  --color-base-100: #fefefe;
+  --color-purple-100: #2d1d5c;
+  --color-purple-200: #482e94;
+  --color-purple-300: #5f3dc4;
+  --color-purple-400: #6741d9;
+  --color-purple-500: #7950f2;
+  --color-purple-600: #9775fa;
+  --color-purple-700: #d0bfff;
+  --color-purple-800: #e5dbff;
+  --color-purple-900: #f3f0ff;
+  --color-blue-100: #002c67;
+  --color-blue-200: #1e409b;
+  --color-blue-300: #2c54cd;
+  --color-blue-400: #3160e1;
+  --color-blue-500: #3d73ff;
+  --color-blue-600: #6a94fc;
+  --color-blue-700: #b0cdff;
+  --color-blue-800: #d1e9ff;
+  --color-blue-900: #e7f7ff;
+  --color-green-100: #0e2e15;
+  --color-green-200: #1c5928;
+  --color-green-300: #28803a;
+  --color-green-400: #2f9e44;
+  --color-green-500: #40c057;
+  --color-green-600: #69db7c;
+  --color-green-700: #b2f2bb;
+  --color-green-800: #d3f9d8;
+  --color-green-900: #ebfbee;
+  --color-orange-100: #4f1905;
+  --color-orange-200: #8f300a;
+  --color-orange-300: #d9480f;
+  --color-orange-400: #e8590c;
+  --color-orange-500: #fd7e14;
+  --color-orange-600: #ffa94d;
+  --color-orange-700: #ffd8a8;
+  --color-orange-800: #ffe8cc;
+  --color-orange-900: #fff4e6;
+  --color-red-100: #700707;
+  --color-red-200: #9b0404;
+  --color-red-300: #c92a2a;
+  --color-red-400: #e03131;
+  --color-red-500: #fa5252;
+  --color-red-600: #ff8787;
+  --color-red-700: #ffc9c9;
+  --color-red-800: #ffe3e3;
+  --color-red-900: #fff5f5;
+  --color-ash-100: #131311;
+  --color-ash-200: #262521;
+  --color-ash-300: #393832;
+  --color-ash-400: #4c4a43;
+  --color-ash-500: #5f5d54;
+  --color-ash-600: #727064;
+  --color-ash-700: #858275;
+  --color-ash-800: #989586;
+  --color-ash-900: #aba796;
+  --color-ash-1000: #bebaa7;
+  --color-gray-alpha-25: rgba(255, 255, 255, 0.03);
+  --color-gray-alpha-50: rgba(255, 255, 255, 0.05);
+  --color-gray-alpha-75: rgba(255, 255, 255, 0.08);
+  --color-gray-alpha-100: rgba(255, 255, 255, 0.1);
+  --color-purple-alpha-100: rgba(149, 114, 255, 0.2);
+  --color-purple-alpha-200: rgba(149, 114, 255, 0.3);
+  --color-cyan-alpha-100: rgba(83, 223, 221, 0.1);
+  --color-green-alpha-100: rgba(64, 192, 87, 0.1);
+  --color-green-alpha-200: rgba(64, 192, 87, 0.2);
+  --color-red-alpha-100: rgba(250, 82, 82, 0.1);
+  --color-red-alpha-200: rgba(250, 82, 82, 0.2);
+  --color-yellow-alpha-50: rgba(255, 227, 78, 0.1);
+  --color-yellow-alpha-100: rgba(255, 227, 78, 0.18);
+  --color-yellow-alpha-200: rgba(255, 227, 78, 0.3);
+  --color-blue-alpha-100: rgba(0, 102, 255, 0.2);
+  --color-blue-alpha-200: rgba(0, 102, 255, 0.3);
+  --alpha-100: 0.1;
+  --alpha-200: 0.2;
+  --alpha-500: 0.5;
+
+  --color-accent-hsl: var(--accent-h), var(--accent-s), var(--accent-l);
+  --color-accent: hsl(var(--accent-h), var(--accent-s), var(--accent-l));
+  --color-accent-1: hsl(
+    var(--accent-h),
+    var(--accent-s),
+    calc(var(--accent-l) - 3.8%)
+  );
+  --color-accent-2: hsl(
+    var(--accent-h),
+    var(--accent-s),
+    calc(var(--accent-l) + 3.8%)
+  );
+
+  /* Backgrounds */
+  --background-primary: var(--color-base-10);
+  --background-primary-low: var(--color-base-05);
+  --background-primary-alt: var(--color-base-30);
+  --background-secondary: var(--color-base-20);
+  --background-secondary-alt: var(--color-gray-alpha-75);
+
+  --background-modifier-hover: var(--color-gray-alpha-100);
+  --background-modifier-active-hover: hsla(var(--interactive-accent-hsl), 0.15);
+  --background-modifier-border: var(--color-gray-alpha-50);
+  --background-modifier-border-row: var(--color-base-10);
+  --background-modifier-border-hover: var(--color-base-35);
+  --background-modifier-border-focus: var(--color-base-25);
+  --background-modifier-error-rgb: var(--color-red-rgb);
+  --background-modifier-error: var(--color-red);
+  --background-modifier-error-hover: var(--color-red);
+  --background-modifier-success-rgb: var(--color-green-rgb);
+  --background-modifier-success: var(--color-green);
+  --background-modifier-message: rgba(0, 0, 0, 0.9);
+  --background-modifier-box-shadow: rgba(0, 0, 0, 0.3);
+  --background-modifier-cover: var(--static-alpha-balck-700);
+
+  /* Input */
+  --background-modifier-form-field: var(--color-base-20);
+  --interactive-normal: var(--color-base-20);
+  --interactive-hover: var(--color-base-25);
+
+  --text-highlight-bg: var(--color-gray-alpha-100);
+  --text-highlight-bg-active: var(--color-yellow-alpha-50);
+  --text-selection: hsla(var(--interactive-accent-hsl), 0.25);
+
+  --input-shadow: transparent;
+  --input-shadow-hover: transparent;
+  --shadow-s: 0px 1px 2px rgba(0, 0, 0, 0.121),
+    0px 3.4px 6.7px rgba(0, 0, 0, 0.179), 0px 15px 30px rgba(0, 0, 0, 0.3);
+  --shadow-l: 0px 1.8px 7.3px rgba(0, 0, 0, 0.071),
+    0px 6.3px 24.7px rgba(0, 0, 0, 0.112), 0px 30px 90px rgba(0, 0, 0, 0.2);
+}
+
+/* -----------------------------------------------------
+
+ ✼ Note UI Detail Style ✼
+
+	----------------------------------------------------- */
+
+/*----Startup Progress Bar Screen----*/
+/*Startup Progress Bar Window*/
+.progress-bar {
+  background-color: var(--background-primary);
+}
+
+/*Startup Text*/
+.progress-bar .progress-bar-message {
+  color: var(--text-normal);
+}
+
+/*Startup Progress Bar Background*/
+.progress-bar-indicator .progress-bar-line {
+  background-color: var(--background-secondary);
+  border-radius: var(--radius-full);
+}
+
+/*Startup Progress Bar Moving Line*/
+.progress-bar-indicator .progress-bar-subline {
+  background-color: var(--background-secondary-alt);
+  border-radius: var(--radius-full);
+}
+
+/*----Workspace----*/
+/* ribbons, the thin vertical bars to the far left/right */
+.workspace-ribbon {
+  border-right: var(--scale-dimension-size-0) solid var(--divider-color);
+}
+
+.workspace-tabs .workspace-leaf {
+  background-color: var(--background-primary);
+}
+
+.workspace-tab-header-inner {
+  cursor: var(--cursor-action);
+  gap: var(--size-2-1);
+  border-radius: var(--radius-m);
+  padding: 8px;
+}
+
+.mod-left-split .workspace-tab-header.is-active,
+.mod-right-split .workspace-tab-header.is-active {
+  border-radius: var(--radius-m);
+}
+
+/*----Workspace - Note Title Bar Text----*/
+.workspace-leaf.mod-active .view-header-title {
+  border-radius: var(--radius-m);
+  font-weight: var(--bold-weight);
+}
+
+.view-header-title-parent .view-header-breadcrumb {
+  cursor: var(--cursor-action);
+  color: var(--text-faint);
+  padding: var(--scale-dimension-size-25) var(--scale-dimension-size-75);
+  margin-right: var(--scale-dimension-size-25);
+  border-radius: var(--radius-m);
+}
+
+/*Side Panels items*/
+.side-dock-actions {
+  gap: var(--size-4-2);
+}
+
+.workspace-tab-header.is-active .tree-item-self .search-result-file-matches {
+  border-radius: var(--radius-m);
+}
+
+/*Icon Buttons*/
+.clickable-icon,
+.status-bar-item.mod-clickable {
+  cursor: var(--cursor-action);
+  padding: var(--size-2-3);
+  border-radius: var(--radius-m);
+}
+
+/*Folder*/
+
+.nav-files-container {
+  padding: 0 var(--size-4-6) var(--size-4-6) var(--size-4-2);
+}
+
+.nav-folder {
+  border-radius: var(--radius-m);
+}
+
+.nav-folder-title {
+  margin-bottom: var(--size-2-2);
+  border-radius: var(--radius-m);
+  font-weight: var(--bold-weight);
+}
+
+.nav-folder.mod-root .nav-folder > .nav-folder-children {
+  border-left: var(--nav-indentation-guide-width) dotted
+    var(--nav-indentation-guide-color);
+}
+
+.workspace-leaf.mod-active .nav-file.has-focus > .nav-file-title {
+  border-radius: var(--radius-m);
+  font-weight: var(--bold-weight);
+}
+
+/*--File Explorer--*/
+
+/*Nav Top: Create Note, Sort, Create Folder*/
+.nav-header {
+  padding-top: var(--size-4-2);
+  padding-right: var(--size-4-2);
+  padding-bottom: var(--size-4-4);
+  padding-left: var(--size-4-2);
+}
+
+.nav-buttons-container {
+  justify-content: flex-start;
+}
+
+/*Files*/
+.nav-file {
+  border-radius: var(--radius-m);
+}
+.nav-file-title {
+  margin-bottom: var(--size-2-1);
+  border-radius: var(--radius-m);
+}
+
+/* (also applies to many plugins displaying file lists in the side bar) */
+
+/*Status Bar*/
+.status-bar {
+  bottom: var(--size-4-3);
+  right: var(--size-4-3);
+  padding: var(--size-4-2) var(--size-4-2) var(--size-4-2);
+  gap: var(--size-2-3);
+}
+
+/*----Settings----*/
+/*All Popup Windows: Settings*/
+
+.vertical-tab-header {
+  padding-left: var(--size-4-4);
+  padding-right: var(--size-4-4);
+  background-color: var(--background-primary);
+}
+
+.vertical-tab-nav-item {
+  padding: var(--size-2-3) var(--size-4-2);
+  border-radius: var(--radius-m);
+}
+
+/*Command Palette & Quick Switcher*/
+.prompt {
+  top: 100px;
+  width: var(--prompt-width);
+  max-width: var(--prompt-max-width);
+  max-height: var(--prompt-max-height);
+  overflow: hidden;
+}
+
+.suggestion-item {
+  border-radius: var(--radius-m);
+}
+
+.suggestion-aux {
+  gap: var(--size-2-2);
+}
+
+.prompt-instructions {
+  border-top: 1px solid var(--background-primary-alt);
+  user-select: none;
+  font-size: var(--font-ui-smaller);
+  color: var(--text-muted);
+  padding: var(--size-4-2);
+  text-align: center;
+  display: flex;
+  flex-wrap: wrap;
+  justify-content: center;
+  gap: var(--size-4-3);
+}
+
+.suggestion-container.mod-search-suggestion {
+  background-color: var(--background-primary-low);
+  border-radius: var(--radius-l);
+  border: 0px;
+}
+
+.modal-close-button {
+  border-radius: var(--radius-m);
+}
+
+/*----Notes----*/
+.cm-s-obsidian:not(.is-live-preview) {
+} /*Source Mode*/
+
+.markdown-source-view {
+} /*Source Mode*/
+
+.cm-s-obsidian.is-live-preview {
+} /*Live Preview Mode*/
+
+.markdown-preview-view {
+} /*Reading Mode*/
+
+/*--Emphasis--*/
+
+/*Italic/Emphasis*/
+em {
+  letter-spacing: 0.5px;
+} /*Reading View*/
+.cm-em {
+  letter-spacing: 0.5px;
+} /*Editing View*/
+
+/*Strikethrough*/
+.cm-strikethrough {
+  color: var(--text-faint);
+} /*Editing View*/
+del {
+  color: var(--text-faint);
+} /*Reading View*/
+
+/*--Code--*/
+/*Inline Code*/
+.cm-s-obsidian span.cm-inline-code {
+  padding: var(--size-2-1) var(--size-2-2) var(--size-2-1) var(--size-2-2);
+  border-radius: var(--radius-m);
+} /*Source Mode*/
+
+.markdown-rendered code {
+  padding: var(--size-2-1) var(--size-2-2) var(--size-2-1) var(--size-2-2);
+  border-radius: var(--radius-m);
+} /*Reading Mode*/
+
+/*Codeblock (no language specified) */
+.markdown-preview-view pre {
+  border-radius: var(--radius-m);
+  padding: var(--size-4-4);
+} /*Reading Mode*/
+
+.markdown-preview-view img,
+.markdown-rendered img {
+  border-radius: var(--scale-radius-2);
+}
+
+.markdown-rendered table {
+  border-radius: var(--radius-m);
+  overflow-wrap: initial;
+}
+
+.markdown-rendered tbody > tr > td {
+  font-size: 14px;
+}
+
+/*--Lists--*/
+
+/*Bullet List Text*/
+li {
+  margin-block-end: 0.12rem;
+} /*Reading Mode*/
+
+.markdown-rendered ul.has-list-bullet li p:first-of-type {
+  margin-block-end: 0.25rem;
+}
+
+/*Checkbox List*/
+input[type="checkbox" i] {
+  cursor: var(--cursor-action);
+} /*Reading Mode*/
+
+/*--Blockquotes & Callout --*/
+
+blockquote {
+  margin-block-start: 0rem;
+  margin-block-end: 0rem;
+}
+
+.callout-title {
+  gap: 0px;
+  padding: var(--size-4-3) 0 var(--size-4-3) 0;
+}
+
+.callout[data-callout="bug"] .callout-title {
+  margin-top: var(--size-4-3);
+  margin-bottom: var(--size-4-3);
+  gap: var(--size-4-2);
+  padding: var(--callout-title-padding);
+}
+
+.callout[data-callout="bug"] .callout-title .callout-icon {
+  align-self: center;
+  padding-top: 0px;
+}
+
+.callout[data-callout="default"] .callout-title {
+  margin-top: var(--size-4-3);
+  margin-bottom: var(--size-4-3);
+  gap: var(--size-4-2);
+  padding: var(--callout-title-padding);
+}
+
+.callout[data-callout="default"] .callout-title .callout-icon {
+  align-self: center;
+  padding-top: 0px;
+}
+
+.callout[data-callout="error"] .callout-title .callout-icon {
+  align-self: center;
+  padding-top: 0px;
+}
+
+.callout[data-callout="error"] .callout-title {
+  margin-top: var(--size-4-3);
+  margin-bottom: var(--size-4-3);
+  gap: var(--size-4-2);
+  padding: var(--callout-title-padding);
+}
+
+.callout[data-callout="example"] .callout-title {
+  margin-top: var(--size-4-3);
+  margin-bottom: var(--size-4-3);
+  gap: var(--size-4-2);
+  padding: var(--callout-title-padding);
+}
+
+.callout[data-callout="example"] .callout-title .callout-icon {
+  align-self: center;
+  padding-top: 0px;
+}
+
+.callout[data-callout="fail"] .callout-title {
+  margin-top: var(--size-4-3);
+  margin-bottom: var(--size-4-3);
+  gap: var(--size-4-2);
+  padding: var(--callout-title-padding);
+}
+
+.callout[data-callout="fail"] .callout-title .callout-icon {
+  align-self: center;
+  padding-top: 0px;
+}
+
+.callout[data-callout="important"] .callout-title {
+  margin-top: var(--size-4-3);
+  margin-bottom: var(--size-4-3);
+  gap: var(--size-4-2);
+  padding: var(--callout-title-padding);
+}
+
+.callout[data-callout="important"] .callout-title .callout-icon {
+  align-self: center;
+  padding-top: 0px;
+}
+
+.callout[data-callout="info"] .callout-title {
+  margin-top: var(--size-4-3);
+  margin-bottom: var(--size-4-3);
+  gap: var(--size-4-2);
+  padding: var(--callout-title-padding);
+}
+
+.callout[data-callout="info"] .callout-title .callout-icon {
+  align-self: center;
+  padding-top: 0px;
+}
+
+.callout[data-callout="question"] .callout-title {
+  margin-top: var(--size-4-3);
+  margin-bottom: var(--size-4-3);
+  gap: var(--size-4-2);
+  padding: var(--callout-title-padding);
+}
+
+.callout[data-callout="question"] .callout-title .callout-icon {
+  align-self: center;
+  padding-top: 0px;
+}
+
+.callout[data-callout="success"] .callout-title {
+  margin-top: var(--size-4-3);
+  margin-bottom: var(--size-4-3);
+  gap: var(--size-4-2);
+  padding: var(--callout-title-padding);
+}
+
+.callout[data-callout="success"] .callout-title .callout-icon {
+  align-self: center;
+  padding-top: 0px;
+}
+
+.callout[data-callout="summary"] .callout-title {
+  margin-top: var(--size-4-3);
+  margin-bottom: var(--size-4-3);
+  gap: var(--size-4-2);
+  padding: var(--callout-title-padding);
+}
+
+.callout[data-callout="summary"] .callout-title .callout-icon {
+  align-self: center;
+  padding-top: 0px;
+}
+
+.callout[data-callout="tip"] .callout-title {
+  margin-top: var(--size-4-3);
+  margin-bottom: var(--size-4-3);
+  gap: var(--size-4-2);
+  padding: var(--callout-title-padding);
+}
+
+.callout[data-callout="tip"] .callout-title .callout-icon {
+  align-self: center;
+  padding-top: 0px;
+}
+
+.callout[data-callout="todo"] .callout-title {
+  margin-top: var(--size-4-3);
+  margin-bottom: var(--size-4-3);
+  gap: var(--size-4-2);
+  padding: var(--callout-title-padding);
+}
+
+.callout[data-callout="todo"] .callout-title .callout-icon {
+  align-self: center;
+  padding-top: 0px;
+}
+
+.callout[data-callout="warning"] .callout-title {
+  margin-top: var(--size-4-3);
+  margin-bottom: var(--size-4-3);
+  gap: var(--size-4-2);
+  padding: var(--callout-title-padding);
+}
+
+.callout[data-callout="warning"] .callout-title .callout-icon {
+  align-self: center;
+  padding-top: 0px;
+}
+
+.callout[data-callout="quote"] .callout-title {
+  margin-top: var(--size-4-3);
+  margin-bottom: var(--size-4-3);
+  gap: var(--size-4-2);
+  padding: var(--callout-title-padding);
+}
+
+.callout[data-callout="quote"] .callout-title .callout-icon {
+  align-self: center;
+  padding-top: 0px;
+}
+
+.callout-title-inner {
+  font-weight: var(--font-normal);
+  border-left: none;
+}
+
+.markdown-rendered blockquote {
+  padding: 0 0 0 var(--size-4-3);
+  color: var(--color-base-50);
+}
+
+.callout-title-inner > blockquote {
+  font-weight: var(--font-normal);
+  border-left: 0px;
+}
+
+.callout-icon {
+  align-self: baseline;
+  margin-top : var(--scale-dimension-size-0);
+}
+
+.callout-content > p {
+  margin-block-start: 0.3rem;
+}
+
+.markdown-source-view.mod-cm6.is-live-preview .HyperMD-quote {
+  background-color: var(--blockquote-background-color);
+  padding: var(--size-4-2);
+}
+
+/*--Tables--*/
+
+.block-language-dataview,
+.markdown-source-view.mod-cm6 .cm-content > [contenteditable="false"] {
+  border-radius: var(--radius-s);
+}
+
+.markdown-rendered table {
+  width: 100%;
+  overflow-wrap: anywhere;
+  border-radius: var(--radius-m);
+  margin-bottom: var(--scale-dimension-size-25);
+  border-radius: var(--radius-m);
+  background-color: var(--color-gray-alpha-25);
+} /*Reading Mode*/
+
+/*Table Headers & Body*/
+.markdown-rendered td,
+.markdown-rendered th {
+  padding-top: var(--size-4-3);
+  padding-bottom: var(--size-4-3);
+} /*Reading Mode*/
+
+.markdown-rendered tbody tr:nth-child(2n) {
+  background-color: var(--background-secondary);
+}
+
+/* Data View */
+.table-view-table > thead > tr > th {
+  font-size: var(--font-ui-small);
+  border-bottom: solid 1px;
+  border-color: var(--table-border-color);
+  padding: var(--size-4-4);
+}
+
+.table-view-table > tbody > tr > td {
+  padding: var(--size-4-4);
+}
+
+.tree-item-self {
+  border-radius: var(--radius-m);
+}
+
+/*--Search Tags--*/
+
+.search-result-file-matches,
+.search-result-file-match-destination-file {
+  border-radius: var(--radius-m);
+}
+
+.search-result-file-matched-text {
+  font-weight: var(--bold-weight);
+  color: var(--text-accent);
+  background-color: var(--tag-background);
+}
+
+/*--Frontmatter/Metadata/Yaml--*/
+.frontmatter-container {
+  border-radius: var(--radius-m);
+  background-color: var(--color-gray-alpha-25);
+  padding: var(--size-4-3) var(--size-4-3) var(--size-4-3) var(--size-4-3);
+  margin-bottom: var(--size-4-1);
+} /*Reading Mode*/
+
+.frontmatter-container .frontmatter-container-header {
+  color: var(--text-normal);
+  font-size: var(--font-smaller);
+  font-weight: var(--bold-weight);
+  letter-spacing: 0.8px;
+}
+
+.frontmatter-container.is-collapsed .frontmatter-container-header {
+  color: var(--text-normal);
+  font-size: var(--font-smaller);
+  font-weight: var(--bold-weight);
+  letter-spacing: 0.8px;
+  border-bottom: 0px solid var(--background-modifier-border);
+  padding-bottom: 0px;
+  margin-bottom: 0px;
+}
+
+.frontmatter-section {
+  overflow: auto;
+  border-bottom: 1px solid var(--background-modifier-border);
+  padding-top: var(--size-4-1);
+  padding-bottom: var(--size-4-3);
+}
+
+.frontmatter-section-label {
+  color: var(--text-accent);
+}
+
+/*Frontmatter Tag*/
+.frontmatter-container .frontmatter-alias {
+  background-color: var(--color-gray-alpha-100);
+  color: var(--text-normal);
+  border-radius: var(--radius-s);
+  padding: var(--size-2-3) var(--size-4-2) var(--size-2-3) var(--size-4-2);
+} /*Reading Mode*/
+
+/*--Embeds--*/
+
+iframe,
+.workspace-leaf-content img:not([width]),
+.workspace-leaf-content audio,
+.workspace-leaf-content video {
+  border-radius: var(--radius-m);
+  width: 100%;
+}
+
+.markdown-source-view.mod-cm6 .cm-embed-block {
+  overflow-wrap: anywhere;
+} /*Live Preview Mode*/
+.markdown-source-view .markdown-embed:not(.mod-empty) {
+} /*Live Preview Mode*/
+
+
+.markdown-embed-link {
+  border-radius: var(--radius-m);
+}
+
+/*--Footnotes--*/
+
+/*Reference Number in text*/
+.cm-s-obsidian span.cm-footref {
+  margin-left: var(--size-2-1);
+  color: var(--color-accent);
+} /*Editing View*/
+
+/*Footnote link in note*/
+.markdown-preview-view a.footnote-link {
+  margin-left: var(--size-2-1);
+  color: var(--color-accent);
+} /*Reading View*/
+
+/*Footnotes section at the bottom of the note*/
+
+.cm-s-obsidian .cm-line.HyperMD-footnote {
+  background-color: var(--color-gray-alpha-75);
+  border-radius: var(--radius-m);
+  padding: var(--size-4-3);
+  margin-bottom: var(--size-2-3) !important;
+} /*Editing View*/
+
+.is-flashing {
+  transition: all 0.25s ease;
+  background-color: var(--text-highlight-bg);
+  color: var(--text-normal);
+  mix-blend-mode: var(--highlight-mix-blend-mode);
+  border-radius: var(--radius-s);
+} /*Reading View*/
+
+/*--Graph--*/
+
+.graph-view.color-fill {
+  color: var(--text-muted); /*color of nodes*/
+}
+.graph-view.color-fill-focused {
+  /*color of focused node/note*/
+  color: var(--text-accent);
+}
+.theme-dark .graph-view.color-fill-tag,
+.theme-light .graph-view.color-fill-tag {
+  /*dark mode tag color*/
+  color: var(--color-yellow);
+}
+
+.theme-dark .graph-view.color-fill-attachment,
+.theme-light .graph-view.color-fill-attachment {
+  /*dark mode attachment color*/
+  color: var(--color-blue-700);
+}
+
+.graph-view.color-fill-unresolved {
+  /*unresolved(not created yet) notes*/
+  color: var(--text-muted);
+  opacity: 0.8;
+}
+.graph-view.color-arrow {
+  /*arrow color*/
+  color: var(--text-normal);
+  opacity: 0.8;
+}
+.graph-view.color-circle {
+  /*focused node border color*/
+  color: var(--text-normal);
+}
+.graph-view.color-line {
+  /*link color*/
+  color: var(--background-modifier-border);
+}
+.graph-view.color-text {
+  /*text color*/
+  color: var(--text-normal);
+}
+.graph-view.color-fill-highlight {
+  /*focused node color*/
+  color: var(--interactive-accent);
+}
+.graph-view.color-line-highlight {
+  /*focused node connections*/
+  color: var(--interactive-accent);
+}
+
+/* Etc Style ------------------------ */
+/* Mermaid */
+div.mermaid {
+  margin-left: 0 !important;
+  text-align: center;
+  resize: both;
+  overflow: auto;
+  margin-bottom: 2px;
+  position: relative;
+  max-height: 600px;
+  max-width: 100%;
+  background-color: var(--static-alpha-balck-100);
+  padding: var(--size-4-4);
+  border-radius: var(--radius-m);
+}
+
+div.mermaid::after {
+  content: "";
+  display: block;
+  width: 10px;
+  height: 10px;
+  position: absolute;
+  right: 0;
+  bottom: 0;
+}
+
+.mermaid svg {
+  max-width: 100%;
+  height: auto;
+}
+
+.menu {
+  border: 1px solid var(--background-modifier-border-focus);
+}
diff --git a/.obsidian/workspace.json b/.obsidian/workspace.json
index 5a9212a..1c07440 100644
--- a/.obsidian/workspace.json
+++ b/.obsidian/workspace.json
@@ -4,34 +4,71 @@
     "type": "split",
     "children": [
       {
-        "id": "0101728309e6c9e1",
-        "type": "tabs",
+        "id": "69ea515b2aa83af1",
+        "type": "split",
         "children": [
           {
-            "id": "e2e550886a75d1d2",
-            "type": "leaf",
-            "state": {
-              "type": "markdown",
-              "state": {
-                "file": "University/Machine Learning/Full Notes.md",
-                "mode": "source",
-                "source": false,
-                "backlinks": true,
-                "backlinkOpts": {
-                  "collapseAll": false,
-                  "extraContext": false,
-                  "sortOrder": "alphabetical",
-                  "showSearch": false,
-                  "searchQuery": "",
-                  "backlinkCollapsed": false,
-                  "unlinkedCollapsed": true
+            "id": "0101728309e6c9e1",
+            "type": "tabs",
+            "children": [
+              {
+                "id": "e2e550886a75d1d2",
+                "type": "leaf",
+                "state": {
+                  "type": "markdown",
+                  "state": {
+                    "file": "University/Machine Learning/Full Notes.md",
+                    "mode": "source",
+                    "source": false,
+                    "backlinks": true,
+                    "backlinkOpts": {
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diff --git a/University/Machine Learning/Full Notes.md b/University/Machine Learning/Full Notes.md
index 79ac8fb..5935b31 100644
--- a/University/Machine Learning/Full Notes.md	
+++ b/University/Machine Learning/Full Notes.md	
@@ -394,4 +394,137 @@ a & b \\
 c & d
 \end{vmatrix} = ad-bc
 $$
+Normal based classifier:
+![[Pasted image 20251102171632.png]]
+this checks out seeing as for both sides of the equation they would simply cancel out when compared (or at least that is the idea yes?)
 
+the two-class case:
+Define the discriminant:
+$$f(x)=\log p(y_1|x)-\log p(y_2|x)$$, which you can rewrite to: $$f(x)=x^TWx+w^Tx+w_0$$ TODO: I don't entirely understand how this happens so figure that out please
+
+This is the "quadratic classifier" because the decision boundary is a quadratic function of x
+
+what do W and w look like? (both matrices)
+
+![[Pasted image 20251102172026.png]]
+(TODO: how does this connect to previous formulae?)
+
+![[Pasted image 20251102172134.png]]
+![[Pasted image 20251102172146.png]]
+
+# types of decision boundaries
+![[Pasted image 20251102172206.png]]
+![[Pasted image 20251102172217.png]]
+![[Pasted image 20251102172223.png]]
+
+
+here we are again, estimating for the 4 points, 2 of each class
+where one of the covariances is a degenerate guassian and the desnity is not defined
+what do we do in that case (Becasue we can't find an inverse)
+
+If we estimate the covariances there can be insufficient data sometimes, and then the matrix cannot be inverted.
+
+Instead we can do the following: average over all class covariance matrices:
+$$\hat{\Sigma}=\frac{1}{C}\sum^C_{k=1}\hat{\Sigma}_k$$ where $\hat{\Sigma}$ is a class covariance as far as I understand
+
+![[Pasted image 20251102172540.png]]
+![[Pasted image 20251102172553.png]]
+
+![[Pasted image 20251102173919.png]]
+TODO: what is going in here and what does LDA mean?
+
+![[Pasted image 20251102173939.png]]
+![[Pasted image 20251102173955.png]]
+
+What does $w^Tx$ mean?
+Assume we have a 2 dimensional $w$ 
+![[Pasted image 20251102174029.png]]
+![[Pasted image 20251102174045.png]]
+
+![[Pasted image 20251102174114.png]]
+![[Pasted image 20251102174137.png]]
+
+sometimes also the averaged is too much to estimate (i.e. it doesn't work)
+
+You could assume that all features have the same variance and are uncorrelated (depending on the situation definitely a wild assumption):
+$$\hat{\Sigma}=\sigma^2\mathbb{I}$$
+i.e. the classes are "circular" (TODO what?)
+![[Pasted image 20251102174258.png]]
+"Nearest Mean Classifier" honestly makes a lot of sense
+![[Pasted image 20251102174335.png]]
+![[Pasted image 20251102174343.png]]
+
+![[Pasted image 20251102174407.png]]![[Pasted image 20251102174424.png]]
+this is called "feature scaling"
+
+When a classifier depends on euclidean distances, scaling of them matters
+changing the scaling can make thigns better or worse, make sure to check the variance of all features
+
+IF you dont know anything you can scale your features beforehand
+The most standard is a zero-mean, unit variance scaling (checks out, one variance is one unit), starting from 0:
+$$\tilde{x}=\frac{x-\mu}{\sigma}$$
+
+![[Pasted image 20251102174704.png]]
+Check that you can do the following:
+(as laid out by the slides)
+- explain how you obtain a classifier using a Gaussian multivariate distribution for each calss
+- implement simple univariate classifier in pythno
+- explain curse of dimensionality
+- explain the advantages and disadvantages of "Quadratic Classifier", the "LDA" and the "NMC"
+- Identify when scaling of features is important and how to cope
+
+# Non-Parametric Density Estimation
+
+REMEMBER: GUASSIAN = normal (this triggers me ngl)
+
+### Review of Parametric (this helps me, i think understanding this ain't too bad):
+known distribution, eg. normal for each class
+estiamte the global parameters on the training set, i.e. mean and covariance matix for each of the classes
+for calssification use bayes' rule:
+$$p(x|y_1)p(y_1)>p(x|y_2)p(y_2)$$
+### nonparametric:
+sometimes life is messy, we don't know the distribution, and therefore we can't estimate parameters
+
+## Simple Non-Parametric Density Estimation
+Example: we have one feature and N samples? How to estimate the probability density (which one was that again, p(x)? - YES)
+
+We can do it using a histogram!
+
+split the feature into subregions (bins) of some width h and count the number of objects in each bin ($k_b$)
+Probability density estimate at point x:
+$$\hat{p}(x)=\frac{1}{h}\frac{k_b}{N}$$
+basically, if I understand this right: the chance that something is in that bin
+
+### but can we do better?
+- why not so nice? bin location is arbitrary, can change things
+- all samples in a bin? (not entirely sure how this is not cinema)
+
+practically two related are used:
+- Parzen (kernel) density estimate
+- k-nearest-neighbour density estimate
+
+Parzen (Window) Density estimation or
+Kernel Density Estimation (KDE)
+
+![[Pasted image 20251102175755.png]]
+![[Pasted image 20251102175814.png]]
+we just find the shape we want it to be, and it's size, and then boom, we slap it onto all the things additively (as also explained below, that should be relatively simple) TODO: check that one the example below, if you can find it
+
+![[Pasted image 20251102175852.png]]
+(TODO: might have to find this, 3.1)
+
+- Fixed shape and size of kernel function (h)
+- On every datapoint $x_i$, place a kernel function (K) -AH I SEE
+
+### finding Parzen probability density function estimate at x:
+$$\hat{p}(x)=\frac{1}{n}\sum^N_{i=1}K\left(\frac{x-x_i}{h}\right)$$
+
+what other function does this look like? TODO
+but basically, K is the kernel function here, so you have the kernel function, slap in, and average (with a bit of extra sauce)
+
+# QUESTION
+![[Pasted image 20251102180326.png]]
+# ANSWER
+![[Pasted image 20251102180335.png]]
+
+## classification with Parzen Density Estimation
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