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MERlin - Extensible pipeline for scalable data analysis

MERlin is an extensible data analysis pipeline for reproducible and scalable analysis of large datasets. Each MERlin workflow consists of a set of analysis tasks, each of which can be run as single task or split among many subtasks that can be executed in parallel. MERlin is able to execute workflows on a single computer, on a high performance cluster, or on the cloud (AWS and Google Cloud).

If MERlin is useful for your research, consider citing: Emanuel, G., Eichhorn, S. W., Zhuang, X. 2020, MERlin - scalable and extensible MERFISH analysis software, v0.1.6, Zenodo, doi:10.5281/zenodo.3758540

Please find the most recent version of MERlin here.

MERFISH data analysis

Image of MERlin

MERlin was originally created for decoding MERFISH datasets. MERFISH is a technology for spatially resolved RNA profiling of 10s to 10,000s of RNA species in individual cells with high accuracy and high detection efficiency. The standard MERlin MERFISH analysis workflow decodes and segments MERFISH datasets to determine RNA molecules and the cell boundaries represented in the raw images.

Documentation

For more information on installation and usage, please see the documentation.

Authors

Contributions are welcome! Please see the documentation for contribution guidelines.

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MERFISH decoding software

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, 'i'); if (__m === '*' || __re.test(location.href)) { // Add copy buttons to all
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GitHub - ZhuangLab/MERlin: MERFISH decoding software · GitHub
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CircleCIcodecovDOI

MERlin - Extensible pipeline for scalable data analysis

MERlin is an extensible data analysis pipeline for reproducible and scalable analysis of large datasets. Each MERlin workflow consists of a set of analysis tasks, each of which can be run as single task or split among many subtasks that can be executed in parallel. MERlin is able to execute workflows on a single computer, on a high performance cluster, or on the cloud (AWS and Google Cloud).

If MERlin is useful for your research, consider citing: Emanuel, G., Eichhorn, S. W., Zhuang, X. 2020, MERlin - scalable and extensible MERFISH analysis software, v0.1.6, Zenodo, doi:10.5281/zenodo.3758540

Please find the most recent version of MERlin here.

MERFISH data analysis

Image of MERlin

MERlin was originally created for decoding MERFISH datasets. MERFISH is a technology for spatially resolved RNA profiling of 10s to 10,000s of RNA species in individual cells with high accuracy and high detection efficiency. The standard MERlin MERFISH analysis workflow decodes and segments MERFISH datasets to determine RNA molecules and the cell boundaries represented in the raw images.

Documentation

For more information on installation and usage, please see the documentation.

Authors

Contributions are welcome! Please see the documentation for contribution guidelines.

About

MERFISH decoding software

Resources

Contributing

Stars

29 stars

Watchers

1 watching

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

MERlin - Extensible pipeline for scalable data analysis

MERlin is an extensible data analysis pipeline for reproducible and scalable analysis of large datasets. Each MERlin workflow consists of a set of analysis tasks, each of which can be run as single task or split among many subtasks that can be executed in parallel. MERlin is able to execute workflows on a single computer, on a high performance cluster, or on the cloud (AWS and Google Cloud).

If MERlin is useful for your research, consider citing: Emanuel, G., Eichhorn, S. W., Zhuang, X. 2020, MERlin - scalable and extensible MERFISH analysis software, v0.1.6, Zenodo, doi:10.5281/zenodo.3758540

Please find the most recent version of MERlin here.

MERFISH data analysis

Image of MERlin

MERlin was originally created for decoding MERFISH datasets. MERFISH is a technology for spatially resolved RNA profiling of 10s to 10,000s of RNA species in individual cells with high accuracy and high detection efficiency. The standard MERlin MERFISH analysis workflow decodes and segments MERFISH datasets to determine RNA molecules and the cell boundaries represented in the raw images.

Documentation

For more information on installation and usage, please see the documentation.

Authors

Contributions are welcome! Please see the documentation for contribution guidelines.

About

MERFISH decoding software

Resources

Contributing

Stars

29 stars

Watchers

1 watching

Forks

Releases

Packages

Contributors

Languages

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

MERlin - Extensible pipeline for scalable data analysis

MERlin is an extensible data analysis pipeline for reproducible and scalable analysis of large datasets. Each MERlin workflow consists of a set of analysis tasks, each of which can be run as single task or split among many subtasks that can be executed in parallel. MERlin is able to execute workflows on a single computer, on a high performance cluster, or on the cloud (AWS and Google Cloud).

If MERlin is useful for your research, consider citing: Emanuel, G., Eichhorn, S. W., Zhuang, X. 2020, MERlin - scalable and extensible MERFISH analysis software, v0.1.6, Zenodo, doi:10.5281/zenodo.3758540

Please find the most recent version of MERlin here.

MERFISH data analysis

Image of MERlin

MERlin was originally created for decoding MERFISH datasets. MERFISH is a technology for spatially resolved RNA profiling of 10s to 10,000s of RNA species in individual cells with high accuracy and high detection efficiency. The standard MERlin MERFISH analysis workflow decodes and segments MERFISH datasets to determine RNA molecules and the cell boundaries represented in the raw images.

Documentation

For more information on installation and usage, please see the documentation.

Authors

Contributions are welcome! Please see the documentation for contribution guidelines.

About

MERFISH decoding software

Resources

Contributing

Stars

29 stars

Watchers

1 watching

Forks

Releases

Packages

Contributors

Languages

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

MERlin - Extensible pipeline for scalable data analysis

MERlin is an extensible data analysis pipeline for reproducible and scalable analysis of large datasets. Each MERlin workflow consists of a set of analysis tasks, each of which can be run as single task or split among many subtasks that can be executed in parallel. MERlin is able to execute workflows on a single computer, on a high performance cluster, or on the cloud (AWS and Google Cloud).

If MERlin is useful for your research, consider citing: Emanuel, G., Eichhorn, S. W., Zhuang, X. 2020, MERlin - scalable and extensible MERFISH analysis software, v0.1.6, Zenodo, doi:10.5281/zenodo.3758540

Please find the most recent version of MERlin here.

MERFISH data analysis

Image of MERlin

MERlin was originally created for decoding MERFISH datasets. MERFISH is a technology for spatially resolved RNA profiling of 10s to 10,000s of RNA species in individual cells with high accuracy and high detection efficiency. The standard MERlin MERFISH analysis workflow decodes and segments MERFISH datasets to determine RNA molecules and the cell boundaries represented in the raw images.

Documentation

For more information on installation and usage, please see the documentation.

Authors

Contributions are welcome! Please see the documentation for contribution guidelines.

About

MERFISH decoding software

Resources

Contributing

Stars

29 stars

Watchers

1 watching

Forks

Releases

Packages

Contributors

Languages

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

MERlin - Extensible pipeline for scalable data analysis

MERlin is an extensible data analysis pipeline for reproducible and scalable analysis of large datasets. Each MERlin workflow consists of a set of analysis tasks, each of which can be run as single task or split among many subtasks that can be executed in parallel. MERlin is able to execute workflows on a single computer, on a high performance cluster, or on the cloud (AWS and Google Cloud).

If MERlin is useful for your research, consider citing: Emanuel, G., Eichhorn, S. W., Zhuang, X. 2020, MERlin - scalable and extensible MERFISH analysis software, v0.1.6, Zenodo, doi:10.5281/zenodo.3758540

Please find the most recent version of MERlin here.

MERFISH data analysis

Image of MERlin

MERlin was originally created for decoding MERFISH datasets. MERFISH is a technology for spatially resolved RNA profiling of 10s to 10,000s of RNA species in individual cells with high accuracy and high detection efficiency. The standard MERlin MERFISH analysis workflow decodes and segments MERFISH datasets to determine RNA molecules and the cell boundaries represented in the raw images.

Documentation

For more information on installation and usage, please see the documentation.

Authors

Contributions are welcome! Please see the documentation for contribution guidelines.

About

MERFISH decoding software

Resources

Contributing

Stars

29 stars

Watchers

1 watching

Forks

Releases

Packages

Contributors

Languages

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

MERlin - Extensible pipeline for scalable data analysis

MERlin is an extensible data analysis pipeline for reproducible and scalable analysis of large datasets. Each MERlin workflow consists of a set of analysis tasks, each of which can be run as single task or split among many subtasks that can be executed in parallel. MERlin is able to execute workflows on a single computer, on a high performance cluster, or on the cloud (AWS and Google Cloud).

If MERlin is useful for your research, consider citing: Emanuel, G., Eichhorn, S. W., Zhuang, X. 2020, MERlin - scalable and extensible MERFISH analysis software, v0.1.6, Zenodo, doi:10.5281/zenodo.3758540

Please find the most recent version of MERlin here.

MERFISH data analysis

Image of MERlin

MERlin was originally created for decoding MERFISH datasets. MERFISH is a technology for spatially resolved RNA profiling of 10s to 10,000s of RNA species in individual cells with high accuracy and high detection efficiency. The standard MERlin MERFISH analysis workflow decodes and segments MERFISH datasets to determine RNA molecules and the cell boundaries represented in the raw images.

Documentation

For more information on installation and usage, please see the documentation.

Authors

Contributions are welcome! Please see the documentation for contribution guidelines.

About

MERFISH decoding software

Resources

Contributing

Stars

29 stars

Watchers

1 watching

Forks

Releases

Packages

Contributors

Languages