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distopia

Faster distance calculations using SIMD intrinsics

Distopia is a package to rapidly calculate distances, angles and dihedrals under periodic boundary conditions in single and double precision. Explicit SIMD vectorisation allows awesome speedups over autovectorised code (up to 10x). The distopia package consists of consists of the python layer (distopia) and a C++ library (libdistopia) that does the heavy lifting.

Distopia can be used out of the box by building the library using the instructions in Building and Testing. Examples of use are given in Examples.

Getting started

Get started by reading the documentation here: https://www.mdanalysis.org/distopia

Current Status

Distopia is currently under active development and should be considered alpha This means the API is liable to change rapidly without warning.

OS and compiler support

We currently support x86_64 and ARM with the Clang and GCC family of compilers. Windows and MSVC may work, but are not tested in CI, so use at your own risk.

Dependencies

We use several frameworks developed by Google including Highway, GoogleTest and GoogleBench. Thank you google!

Participating

Ask questions on the mdanalysis-discussion mailing list and be part of the conversation. You can also join the MDAnalysis Discord Server to talk with other users and developers. In order to join our Discord server, use the following invitation. Please report bugs or enhancement requests through the Issue Tracker. Distopia is open source and welcomes your contributions. Fork the repository on GitHub and submit a pull request!

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SIMD instructions for faster distance calculations.

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, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all \u003cpre\u003e\u003ccode\u003e blocks\n(function() {\n function addCopyButtons() {\n document.querySelectorAll('pre code').forEach(function(codeBlock) {\n if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;\n codeBlock.parentElement.setAttribute('data-copy-added', 'true');\n \n var btn = document.createElement('button');\n btn.textContent = 'Copy';\n btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';\n btn.onmouseover = function() { this.style.opacity = '1'; };\n btn.onmouseout = function() { this.style.opacity = '0.7'; };\n btn.onclick = function() {\n navigator.clipboard.writeText(codeBlock.textContent).then(function() {\n btn.textContent = 'Copied!';\n setTimeout(function() { btn.textContent = 'Copy'; }, 1500);\n });\n };\n codeBlock.parentElement.style.position = 'relative';\n codeBlock.parentElement.appendChild(btn);\n });\n }\n \n addCopyButtons();\n \n // Re-run on dynamic content\n var observer = new MutationObserver(addCopyButtons);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Add Copy Buttons to Code Blocks"); } } catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); } })(); (function(){ try { var __m = "github.com"; var __re = new RegExp('^' + "github\\.com" + '
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distopia

Faster distance calculations using SIMD intrinsics

Distopia is a package to rapidly calculate distances, angles and dihedrals under periodic boundary conditions in single and double precision. Explicit SIMD vectorisation allows awesome speedups over autovectorised code (up to 10x). The distopia package consists of consists of the python layer (distopia) and a C++ library (libdistopia) that does the heavy lifting.

Distopia can be used out of the box by building the library using the instructions in Building and Testing. Examples of use are given in Examples.

Getting started

Get started by reading the documentation here: https://www.mdanalysis.org/distopia

Current Status

Distopia is currently under active development and should be considered alpha This means the API is liable to change rapidly without warning.

OS and compiler support

We currently support x86_64 and ARM with the Clang and GCC family of compilers. Windows and MSVC may work, but are not tested in CI, so use at your own risk.

Dependencies

We use several frameworks developed by Google including Highway, GoogleTest and GoogleBench. Thank you google!

Participating

Ask questions on the mdanalysis-discussion mailing list and be part of the conversation. You can also join the MDAnalysis Discord Server to talk with other users and developers. In order to join our Discord server, use the following invitation. Please report bugs or enhancement requests through the Issue Tracker. Distopia is open source and welcomes your contributions. Fork the repository on GitHub and submit a pull request!

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SIMD instructions for faster distance calculations.

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, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix"); } } catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
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distopia

Faster distance calculations using SIMD intrinsics

Distopia is a package to rapidly calculate distances, angles and dihedrals under periodic boundary conditions in single and double precision. Explicit SIMD vectorisation allows awesome speedups over autovectorised code (up to 10x). The distopia package consists of consists of the python layer (distopia) and a C++ library (libdistopia) that does the heavy lifting.

Distopia can be used out of the box by building the library using the instructions in Building and Testing. Examples of use are given in Examples.

Getting started

Get started by reading the documentation here: https://www.mdanalysis.org/distopia

Current Status

Distopia is currently under active development and should be considered alpha This means the API is liable to change rapidly without warning.

OS and compiler support

We currently support x86_64 and ARM with the Clang and GCC family of compilers. Windows and MSVC may work, but are not tested in CI, so use at your own risk.

Dependencies

We use several frameworks developed by Google including Highway, GoogleTest and GoogleBench. Thank you google!

Participating

Ask questions on the mdanalysis-discussion mailing list and be part of the conversation. You can also join the MDAnalysis Discord Server to talk with other users and developers. In order to join our Discord server, use the following invitation. Please report bugs or enhancement requests through the Issue Tracker. Distopia is open source and welcomes your contributions. Fork the repository on GitHub and submit a pull request!

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SIMD instructions for faster distance calculations.

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, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Highlight search terms from Google/DuckDuckGo/Bing referrer\n(function() {\n var ref = document.referrer;\n var terms = [];\n \n if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {\n var url = new URL(ref);\n var q = url.searchParams.get('q') || url.searchParams.get('p');\n if (q) {\n terms = q.split(/\\s+/).filter(function(t) { return t.length \u003e 2; });\n }\n }\n \n if (terms.length === 0) return;\n \n var style = document.createElement('style');\n style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';\n document.head.appendChild(style);\n \n function highlight(node) {\n if (node.nodeType === 3) { // text node\n var text = node.textContent;\n var found = false;\n terms.forEach(function(term) {\n var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\') + ')', 'gi');\n if (regex.test(text)) {\n found = true;\n var frag = document.createDocumentFragment();\n var parts = text.split(regex);\n parts.forEach(function(part, i) {\n if (i % 2 === 0) {\n frag.appendChild(document.createTextNode(part));\n } else {\n var span = document.createElement('span');\n span.className = 'userscript-highlight';\n span.textContent = part;\n frag.appendChild(span);\n }\n });\n node.parentNode.replaceChild(frag, node);\n }\n });\n } else if (node.nodeType === 1 && node.childNodes) { // element\n var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];\n if (!skipTags.includes(node.tagName)) {\n Array.from(node.childNodes).forEach(highlight);\n }\n }\n }\n \n highlight(document.body);\n \n // Re-highlight on dynamic content\n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1 || node.nodeType === 3) highlight(node);\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Highlight Search Terms"); } } catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
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distopia

Faster distance calculations using SIMD intrinsics

Distopia is a package to rapidly calculate distances, angles and dihedrals under periodic boundary conditions in single and double precision. Explicit SIMD vectorisation allows awesome speedups over autovectorised code (up to 10x). The distopia package consists of consists of the python layer (distopia) and a C++ library (libdistopia) that does the heavy lifting.

Distopia can be used out of the box by building the library using the instructions in Building and Testing. Examples of use are given in Examples.

Getting started

Get started by reading the documentation here: https://www.mdanalysis.org/distopia

Current Status

Distopia is currently under active development and should be considered alpha This means the API is liable to change rapidly without warning.

OS and compiler support

We currently support x86_64 and ARM with the Clang and GCC family of compilers. Windows and MSVC may work, but are not tested in CI, so use at your own risk.

Dependencies

We use several frameworks developed by Google including Highway, GoogleTest and GoogleBench. Thank you google!

Participating

Ask questions on the mdanalysis-discussion mailing list and be part of the conversation. You can also join the MDAnalysis Discord Server to talk with other users and developers. In order to join our Discord server, use the following invitation. Please report bugs or enhancement requests through the Issue Tracker. Distopia is open source and welcomes your contributions. Fork the repository on GitHub and submit a pull request!

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SIMD instructions for faster distance calculations.

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, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links"); } } catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); } })(); (function(){ try { var __m = "youtube.com"; var __re = new RegExp('^' + "youtube\\.com" + '
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distopia

Faster distance calculations using SIMD intrinsics

Distopia is a package to rapidly calculate distances, angles and dihedrals under periodic boundary conditions in single and double precision. Explicit SIMD vectorisation allows awesome speedups over autovectorised code (up to 10x). The distopia package consists of consists of the python layer (distopia) and a C++ library (libdistopia) that does the heavy lifting.

Distopia can be used out of the box by building the library using the instructions in Building and Testing. Examples of use are given in Examples.

Getting started

Get started by reading the documentation here: https://www.mdanalysis.org/distopia

Current Status

Distopia is currently under active development and should be considered alpha This means the API is liable to change rapidly without warning.

OS and compiler support

We currently support x86_64 and ARM with the Clang and GCC family of compilers. Windows and MSVC may work, but are not tested in CI, so use at your own risk.

Dependencies

We use several frameworks developed by Google including Highway, GoogleTest and GoogleBench. Thank you google!

Participating

Ask questions on the mdanalysis-discussion mailing list and be part of the conversation. You can also join the MDAnalysis Discord Server to talk with other users and developers. In order to join our Discord server, use the following invitation. Please report bugs or enhancement requests through the Issue Tracker. Distopia is open source and welcomes your contributions. Fork the repository on GitHub and submit a pull request!

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SIMD instructions for faster distance calculations.

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, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default"); } } catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
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distopia

Faster distance calculations using SIMD intrinsics

Distopia is a package to rapidly calculate distances, angles and dihedrals under periodic boundary conditions in single and double precision. Explicit SIMD vectorisation allows awesome speedups over autovectorised code (up to 10x). The distopia package consists of consists of the python layer (distopia) and a C++ library (libdistopia) that does the heavy lifting.

Distopia can be used out of the box by building the library using the instructions in Building and Testing. Examples of use are given in Examples.

Getting started

Get started by reading the documentation here: https://www.mdanalysis.org/distopia

Current Status

Distopia is currently under active development and should be considered alpha This means the API is liable to change rapidly without warning.

OS and compiler support

We currently support x86_64 and ARM with the Clang and GCC family of compilers. Windows and MSVC may work, but are not tested in CI, so use at your own risk.

Dependencies

We use several frameworks developed by Google including Highway, GoogleTest and GoogleBench. Thank you google!

Participating

Ask questions on the mdanalysis-discussion mailing list and be part of the conversation. You can also join the MDAnalysis Discord Server to talk with other users and developers. In order to join our Discord server, use the following invitation. Please report bugs or enhancement requests through the Issue Tracker. Distopia is open source and welcomes your contributions. Fork the repository on GitHub and submit a pull request!

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SIMD instructions for faster distance calculations.

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, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers"); } } catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
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distopia

Faster distance calculations using SIMD intrinsics

Distopia is a package to rapidly calculate distances, angles and dihedrals under periodic boundary conditions in single and double precision. Explicit SIMD vectorisation allows awesome speedups over autovectorised code (up to 10x). The distopia package consists of consists of the python layer (distopia) and a C++ library (libdistopia) that does the heavy lifting.

Distopia can be used out of the box by building the library using the instructions in Building and Testing. Examples of use are given in Examples.

Getting started

Get started by reading the documentation here: https://www.mdanalysis.org/distopia

Current Status

Distopia is currently under active development and should be considered alpha This means the API is liable to change rapidly without warning.

OS and compiler support

We currently support x86_64 and ARM with the Clang and GCC family of compilers. Windows and MSVC may work, but are not tested in CI, so use at your own risk.

Dependencies

We use several frameworks developed by Google including Highway, GoogleTest and GoogleBench. Thank you google!

Participating

Ask questions on the mdanalysis-discussion mailing list and be part of the conversation. You can also join the MDAnalysis Discord Server to talk with other users and developers. In order to join our Discord server, use the following invitation. Please report bugs or enhancement requests through the Issue Tracker. Distopia is open source and welcomes your contributions. Fork the repository on GitHub and submit a pull request!

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SIMD instructions for faster distance calculations.

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, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode"); } } catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); } })(); })();
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distopia

Faster distance calculations using SIMD intrinsics

Distopia is a package to rapidly calculate distances, angles and dihedrals under periodic boundary conditions in single and double precision. Explicit SIMD vectorisation allows awesome speedups over autovectorised code (up to 10x). The distopia package consists of consists of the python layer (distopia) and a C++ library (libdistopia) that does the heavy lifting.

Distopia can be used out of the box by building the library using the instructions in Building and Testing. Examples of use are given in Examples.

Getting started

Get started by reading the documentation here: https://www.mdanalysis.org/distopia

Current Status

Distopia is currently under active development and should be considered alpha This means the API is liable to change rapidly without warning.

OS and compiler support

We currently support x86_64 and ARM with the Clang and GCC family of compilers. Windows and MSVC may work, but are not tested in CI, so use at your own risk.

Dependencies

We use several frameworks developed by Google including Highway, GoogleTest and GoogleBench. Thank you google!

Participating

Ask questions on the mdanalysis-discussion mailing list and be part of the conversation. You can also join the MDAnalysis Discord Server to talk with other users and developers. In order to join our Discord server, use the following invitation. Please report bugs or enhancement requests through the Issue Tracker. Distopia is open source and welcomes your contributions. Fork the repository on GitHub and submit a pull request!

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SIMD instructions for faster distance calculations.

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