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STexampleData

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The STexampleData package contains a collection of spatial transcriptomics datasets, which have been formatted into the SpatialExperiment Bioconductor class, for use in examples, demonstrations, and tutorials. The datasets are from several different technological platforms and have been sourced from various publicly available sources. Several datasets include images and/or reference annotation labels.

The STexampleData package is available from Bioconductor.

A vignette containing examples and documentation is also available from Bioconductor.

Installation

The current release version of the STexampleData package can be installed from Bioconductor as follows. This is the recommended installation for most users.

install.packages("BiocManager")
BiocManager::install("STexampleData")

For advanced users who require any latest updates, the development version can also be installed from the devel version of Bioconductor (see the Bioconductor website for details on how to use the devel version), or from GitHub:

install.packages("remotes")
remotes::install_github("lmweber/STexampleData")

Citation

  • Righell D.*, Weber L.M.*, Crowell H.L.*, Pardo B., Collado-Torres L., Ghazanfar S., Lun A.T.L., Hicks S.C.*, and Risso D.* (2022). SpatialExperiment: infrastructure for spatially resolved transcriptomics data in R using Bioconductor.Bioinformatics, btac299.

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Collection of spatially resolved transcriptomics datasets in SpatialExperiment R/Bioconductor format

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, 'i'); if (__m === '*' || __re.test(location.href)) { // Add copy buttons to all
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try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '
GitHub - estellad/STexampleData: Collection of spatially resolved transcriptomics datasets in SpatialExperiment R/Bioconductor format · GitHub
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STexampleData

R build status

The STexampleData package contains a collection of spatial transcriptomics datasets, which have been formatted into the SpatialExperiment Bioconductor class, for use in examples, demonstrations, and tutorials. The datasets are from several different technological platforms and have been sourced from various publicly available sources. Several datasets include images and/or reference annotation labels.

The STexampleData package is available from Bioconductor.

A vignette containing examples and documentation is also available from Bioconductor.

Installation

The current release version of the STexampleData package can be installed from Bioconductor as follows. This is the recommended installation for most users.

install.packages("BiocManager")
BiocManager::install("STexampleData")

For advanced users who require any latest updates, the development version can also be installed from the devel version of Bioconductor (see the Bioconductor website for details on how to use the devel version), or from GitHub:

install.packages("remotes")
remotes::install_github("lmweber/STexampleData")

Citation

  • Righell D.*, Weber L.M.*, Crowell H.L.*, Pardo B., Collado-Torres L., Ghazanfar S., Lun A.T.L., Hicks S.C.*, and Risso D.* (2022). SpatialExperiment: infrastructure for spatially resolved transcriptomics data in R using Bioconductor.Bioinformatics, btac299.

About

Collection of spatially resolved transcriptomics datasets in SpatialExperiment R/Bioconductor format

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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 - estellad/STexampleData: Collection of spatially resolved transcriptomics datasets in SpatialExperiment R/Bioconductor format · GitHub
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STexampleData

R build status

The STexampleData package contains a collection of spatial transcriptomics datasets, which have been formatted into the SpatialExperiment Bioconductor class, for use in examples, demonstrations, and tutorials. The datasets are from several different technological platforms and have been sourced from various publicly available sources. Several datasets include images and/or reference annotation labels.

The STexampleData package is available from Bioconductor.

A vignette containing examples and documentation is also available from Bioconductor.

Installation

The current release version of the STexampleData package can be installed from Bioconductor as follows. This is the recommended installation for most users.

install.packages("BiocManager")
BiocManager::install("STexampleData")

For advanced users who require any latest updates, the development version can also be installed from the devel version of Bioconductor (see the Bioconductor website for details on how to use the devel version), or from GitHub:

install.packages("remotes")
remotes::install_github("lmweber/STexampleData")

Citation

  • Righell D.*, Weber L.M.*, Crowell H.L.*, Pardo B., Collado-Torres L., Ghazanfar S., Lun A.T.L., Hicks S.C.*, and Risso D.* (2022). SpatialExperiment: infrastructure for spatially resolved transcriptomics data in R using Bioconductor.Bioinformatics, btac299.

About

Collection of spatially resolved transcriptomics datasets in SpatialExperiment R/Bioconductor format

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0 stars

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0 watching

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, '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 - estellad/STexampleData: Collection of spatially resolved transcriptomics datasets in SpatialExperiment R/Bioconductor format · GitHub
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STexampleData

R build status

The STexampleData package contains a collection of spatial transcriptomics datasets, which have been formatted into the SpatialExperiment Bioconductor class, for use in examples, demonstrations, and tutorials. The datasets are from several different technological platforms and have been sourced from various publicly available sources. Several datasets include images and/or reference annotation labels.

The STexampleData package is available from Bioconductor.

A vignette containing examples and documentation is also available from Bioconductor.

Installation

The current release version of the STexampleData package can be installed from Bioconductor as follows. This is the recommended installation for most users.

install.packages("BiocManager")
BiocManager::install("STexampleData")

For advanced users who require any latest updates, the development version can also be installed from the devel version of Bioconductor (see the Bioconductor website for details on how to use the devel version), or from GitHub:

install.packages("remotes")
remotes::install_github("lmweber/STexampleData")

Citation

  • Righell D.*, Weber L.M.*, Crowell H.L.*, Pardo B., Collado-Torres L., Ghazanfar S., Lun A.T.L., Hicks S.C.*, and Risso D.* (2022). SpatialExperiment: infrastructure for spatially resolved transcriptomics data in R using Bioconductor.Bioinformatics, btac299.

About

Collection of spatially resolved transcriptomics datasets in SpatialExperiment R/Bioconductor format

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Stars

0 stars

Watchers

0 watching

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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 - estellad/STexampleData: Collection of spatially resolved transcriptomics datasets in SpatialExperiment R/Bioconductor format · GitHub
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STexampleData

R build status

The STexampleData package contains a collection of spatial transcriptomics datasets, which have been formatted into the SpatialExperiment Bioconductor class, for use in examples, demonstrations, and tutorials. The datasets are from several different technological platforms and have been sourced from various publicly available sources. Several datasets include images and/or reference annotation labels.

The STexampleData package is available from Bioconductor.

A vignette containing examples and documentation is also available from Bioconductor.

Installation

The current release version of the STexampleData package can be installed from Bioconductor as follows. This is the recommended installation for most users.

install.packages("BiocManager")
BiocManager::install("STexampleData")

For advanced users who require any latest updates, the development version can also be installed from the devel version of Bioconductor (see the Bioconductor website for details on how to use the devel version), or from GitHub:

install.packages("remotes")
remotes::install_github("lmweber/STexampleData")

Citation

  • Righell D.*, Weber L.M.*, Crowell H.L.*, Pardo B., Collado-Torres L., Ghazanfar S., Lun A.T.L., Hicks S.C.*, and Risso D.* (2022). SpatialExperiment: infrastructure for spatially resolved transcriptomics data in R using Bioconductor.Bioinformatics, btac299.

About

Collection of spatially resolved transcriptomics datasets in SpatialExperiment R/Bioconductor format

Resources

Stars

0 stars

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0 watching

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, '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 - estellad/STexampleData: Collection of spatially resolved transcriptomics datasets in SpatialExperiment R/Bioconductor format · GitHub
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STexampleData

R build status

The STexampleData package contains a collection of spatial transcriptomics datasets, which have been formatted into the SpatialExperiment Bioconductor class, for use in examples, demonstrations, and tutorials. The datasets are from several different technological platforms and have been sourced from various publicly available sources. Several datasets include images and/or reference annotation labels.

The STexampleData package is available from Bioconductor.

A vignette containing examples and documentation is also available from Bioconductor.

Installation

The current release version of the STexampleData package can be installed from Bioconductor as follows. This is the recommended installation for most users.

install.packages("BiocManager")
BiocManager::install("STexampleData")

For advanced users who require any latest updates, the development version can also be installed from the devel version of Bioconductor (see the Bioconductor website for details on how to use the devel version), or from GitHub:

install.packages("remotes")
remotes::install_github("lmweber/STexampleData")

Citation

  • Righell D.*, Weber L.M.*, Crowell H.L.*, Pardo B., Collado-Torres L., Ghazanfar S., Lun A.T.L., Hicks S.C.*, and Risso D.* (2022). SpatialExperiment: infrastructure for spatially resolved transcriptomics data in R using Bioconductor.Bioinformatics, btac299.

About

Collection of spatially resolved transcriptomics datasets in SpatialExperiment R/Bioconductor format

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0 stars

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0 watching

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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); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + ' GitHub - estellad/STexampleData: Collection of spatially resolved transcriptomics datasets in SpatialExperiment R/Bioconductor format · GitHub
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STexampleData

R build status

The STexampleData package contains a collection of spatial transcriptomics datasets, which have been formatted into the SpatialExperiment Bioconductor class, for use in examples, demonstrations, and tutorials. The datasets are from several different technological platforms and have been sourced from various publicly available sources. Several datasets include images and/or reference annotation labels.

The STexampleData package is available from Bioconductor.

A vignette containing examples and documentation is also available from Bioconductor.

Installation

The current release version of the STexampleData package can be installed from Bioconductor as follows. This is the recommended installation for most users.

install.packages("BiocManager")
BiocManager::install("STexampleData")

For advanced users who require any latest updates, the development version can also be installed from the devel version of Bioconductor (see the Bioconductor website for details on how to use the devel version), or from GitHub:

install.packages("remotes")
remotes::install_github("lmweber/STexampleData")

Citation

  • Righell D.*, Weber L.M.*, Crowell H.L.*, Pardo B., Collado-Torres L., Ghazanfar S., Lun A.T.L., Hicks S.C.*, and Risso D.* (2022). SpatialExperiment: infrastructure for spatially resolved transcriptomics data in R using Bioconductor.Bioinformatics, btac299.

About

Collection of spatially resolved transcriptomics datasets in SpatialExperiment R/Bioconductor format

Resources

Stars

0 stars

Watchers

0 watching

Forks

Releases

Packages

Contributors

Languages

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

R build status

The STexampleData package contains a collection of spatial transcriptomics datasets, which have been formatted into the SpatialExperiment Bioconductor class, for use in examples, demonstrations, and tutorials. The datasets are from several different technological platforms and have been sourced from various publicly available sources. Several datasets include images and/or reference annotation labels.

The STexampleData package is available from Bioconductor.

A vignette containing examples and documentation is also available from Bioconductor.

Installation

The current release version of the STexampleData package can be installed from Bioconductor as follows. This is the recommended installation for most users.

install.packages("BiocManager")
BiocManager::install("STexampleData")

For advanced users who require any latest updates, the development version can also be installed from the devel version of Bioconductor (see the Bioconductor website for details on how to use the devel version), or from GitHub:

install.packages("remotes")
remotes::install_github("lmweber/STexampleData")

Citation

  • Righell D.*, Weber L.M.*, Crowell H.L.*, Pardo B., Collado-Torres L., Ghazanfar S., Lun A.T.L., Hicks S.C.*, and Risso D.* (2022). SpatialExperiment: infrastructure for spatially resolved transcriptomics data in R using Bioconductor.Bioinformatics, btac299.

About

Collection of spatially resolved transcriptomics datasets in SpatialExperiment R/Bioconductor format

Resources

Stars

0 stars

Watchers

0 watching

Forks

Releases

Packages

Contributors

Languages