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Pyriod

TestsPyPI versionDOIDocumentation Status

Python implementation of basic period detection and fitting routines for astronomical time series.

Give it a spin before you install with an example notebook on Binder. (This can take a while to load!)

To install, use

pip install Pyriod

or download the latest (possibly unstable) version from GitHub and run

python -m pip install .

Additional documentation is available at pyriod.readthedocs.io.

Note on v0.5.0 refactor

Pyriod has undergone a major revision as of v0.5, separating the analysis suite from Pyriod import Prewhitener from the GUI from Pyriod import PyriodGUI. The Pyriod objects should now also take up considerably less space in memory.

Most GUI-based functionality should be work as expected with the same from Pyriod import Pyriod structure of previous versions. Documentation is being updated to reflect the current code, and a prewhitening tutorial based on this work is in preparation.

If you encounter any errors in the current version of Pyriod, please report them here under Issues.

Acknowledgments

This code uses Qgrid and other Jupyter widgets to interactively display the frequency solution.
Unfortunately Qgrid is no longer supported. We are grateful to @zhihanyue for maintaining qgridnext.

This material is based upon work supported by the National Science Foundation under Grant No. AST-2406917.

Citation

If you use this code in a published analysis, please cite record ascl:2207.007 of the Astrophysics Source Code Library.

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Pyriod

TestsPyPI versionDOIDocumentation Status

Python implementation of basic period detection and fitting routines for astronomical time series.

Give it a spin before you install with an example notebook on Binder. (This can take a while to load!)

To install, use

pip install Pyriod

or download the latest (possibly unstable) version from GitHub and run

python -m pip install .

Additional documentation is available at pyriod.readthedocs.io.

Note on v0.5.0 refactor

Pyriod has undergone a major revision as of v0.5, separating the analysis suite from Pyriod import Prewhitener from the GUI from Pyriod import PyriodGUI. The Pyriod objects should now also take up considerably less space in memory.

Most GUI-based functionality should be work as expected with the same from Pyriod import Pyriod structure of previous versions. Documentation is being updated to reflect the current code, and a prewhitening tutorial based on this work is in preparation.

If you encounter any errors in the current version of Pyriod, please report them here under Issues.

Acknowledgments

This code uses Qgrid and other Jupyter widgets to interactively display the frequency solution.
Unfortunately Qgrid is no longer supported. We are grateful to @zhihanyue for maintaining qgridnext.

This material is based upon work supported by the National Science Foundation under Grant No. AST-2406917.

Citation

If you use this code in a published analysis, please cite record ascl:2207.007 of the Astrophysics Source Code Library.

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Python implementation of basic period detection and fitting routines for astronomical time series.

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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 - keatonb/Pyriod: Python implementation of basic period detection and fitting routines for astronomical time series. · GitHub
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Pyriod

TestsPyPI versionDOIDocumentation Status

Python implementation of basic period detection and fitting routines for astronomical time series.

Give it a spin before you install with an example notebook on Binder. (This can take a while to load!)

To install, use

pip install Pyriod

or download the latest (possibly unstable) version from GitHub and run

python -m pip install .

Additional documentation is available at pyriod.readthedocs.io.

Note on v0.5.0 refactor

Pyriod has undergone a major revision as of v0.5, separating the analysis suite from Pyriod import Prewhitener from the GUI from Pyriod import PyriodGUI. The Pyriod objects should now also take up considerably less space in memory.

Most GUI-based functionality should be work as expected with the same from Pyriod import Pyriod structure of previous versions. Documentation is being updated to reflect the current code, and a prewhitening tutorial based on this work is in preparation.

If you encounter any errors in the current version of Pyriod, please report them here under Issues.

Acknowledgments

This code uses Qgrid and other Jupyter widgets to interactively display the frequency solution.
Unfortunately Qgrid is no longer supported. We are grateful to @zhihanyue for maintaining qgridnext.

This material is based upon work supported by the National Science Foundation under Grant No. AST-2406917.

Citation

If you use this code in a published analysis, please cite record ascl:2207.007 of the Astrophysics Source Code Library.

About

Python implementation of basic period detection and fitting routines for astronomical time series.

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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 - keatonb/Pyriod: Python implementation of basic period detection and fitting routines for astronomical time series. · GitHub
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Pyriod

TestsPyPI versionDOIDocumentation Status

Python implementation of basic period detection and fitting routines for astronomical time series.

Give it a spin before you install with an example notebook on Binder. (This can take a while to load!)

To install, use

pip install Pyriod

or download the latest (possibly unstable) version from GitHub and run

python -m pip install .

Additional documentation is available at pyriod.readthedocs.io.

Note on v0.5.0 refactor

Pyriod has undergone a major revision as of v0.5, separating the analysis suite from Pyriod import Prewhitener from the GUI from Pyriod import PyriodGUI. The Pyriod objects should now also take up considerably less space in memory.

Most GUI-based functionality should be work as expected with the same from Pyriod import Pyriod structure of previous versions. Documentation is being updated to reflect the current code, and a prewhitening tutorial based on this work is in preparation.

If you encounter any errors in the current version of Pyriod, please report them here under Issues.

Acknowledgments

This code uses Qgrid and other Jupyter widgets to interactively display the frequency solution.
Unfortunately Qgrid is no longer supported. We are grateful to @zhihanyue for maintaining qgridnext.

This material is based upon work supported by the National Science Foundation under Grant No. AST-2406917.

Citation

If you use this code in a published analysis, please cite record ascl:2207.007 of the Astrophysics Source Code Library.

About

Python implementation of basic period detection and fitting routines for astronomical time series.

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, '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 - keatonb/Pyriod: Python implementation of basic period detection and fitting routines for astronomical time series. · GitHub
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Pyriod

TestsPyPI versionDOIDocumentation Status

Python implementation of basic period detection and fitting routines for astronomical time series.

Give it a spin before you install with an example notebook on Binder. (This can take a while to load!)

To install, use

pip install Pyriod

or download the latest (possibly unstable) version from GitHub and run

python -m pip install .

Additional documentation is available at pyriod.readthedocs.io.

Note on v0.5.0 refactor

Pyriod has undergone a major revision as of v0.5, separating the analysis suite from Pyriod import Prewhitener from the GUI from Pyriod import PyriodGUI. The Pyriod objects should now also take up considerably less space in memory.

Most GUI-based functionality should be work as expected with the same from Pyriod import Pyriod structure of previous versions. Documentation is being updated to reflect the current code, and a prewhitening tutorial based on this work is in preparation.

If you encounter any errors in the current version of Pyriod, please report them here under Issues.

Acknowledgments

This code uses Qgrid and other Jupyter widgets to interactively display the frequency solution.
Unfortunately Qgrid is no longer supported. We are grateful to @zhihanyue for maintaining qgridnext.

This material is based upon work supported by the National Science Foundation under Grant No. AST-2406917.

Citation

If you use this code in a published analysis, please cite record ascl:2207.007 of the Astrophysics Source Code Library.

About

Python implementation of basic period detection and fitting routines for astronomical time series.

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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 - keatonb/Pyriod: Python implementation of basic period detection and fitting routines for astronomical time series. · GitHub
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Pyriod

TestsPyPI versionDOIDocumentation Status

Python implementation of basic period detection and fitting routines for astronomical time series.

Give it a spin before you install with an example notebook on Binder. (This can take a while to load!)

To install, use

pip install Pyriod

or download the latest (possibly unstable) version from GitHub and run

python -m pip install .

Additional documentation is available at pyriod.readthedocs.io.

Note on v0.5.0 refactor

Pyriod has undergone a major revision as of v0.5, separating the analysis suite from Pyriod import Prewhitener from the GUI from Pyriod import PyriodGUI. The Pyriod objects should now also take up considerably less space in memory.

Most GUI-based functionality should be work as expected with the same from Pyriod import Pyriod structure of previous versions. Documentation is being updated to reflect the current code, and a prewhitening tutorial based on this work is in preparation.

If you encounter any errors in the current version of Pyriod, please report them here under Issues.

Acknowledgments

This code uses Qgrid and other Jupyter widgets to interactively display the frequency solution.
Unfortunately Qgrid is no longer supported. We are grateful to @zhihanyue for maintaining qgridnext.

This material is based upon work supported by the National Science Foundation under Grant No. AST-2406917.

Citation

If you use this code in a published analysis, please cite record ascl:2207.007 of the Astrophysics Source Code Library.

About

Python implementation of basic period detection and fitting routines for astronomical time series.

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Pyriod

TestsPyPI versionDOIDocumentation Status

Python implementation of basic period detection and fitting routines for astronomical time series.

Give it a spin before you install with an example notebook on Binder. (This can take a while to load!)

To install, use

pip install Pyriod

or download the latest (possibly unstable) version from GitHub and run

python -m pip install .

Additional documentation is available at pyriod.readthedocs.io.

Note on v0.5.0 refactor

Pyriod has undergone a major revision as of v0.5, separating the analysis suite from Pyriod import Prewhitener from the GUI from Pyriod import PyriodGUI. The Pyriod objects should now also take up considerably less space in memory.

Most GUI-based functionality should be work as expected with the same from Pyriod import Pyriod structure of previous versions. Documentation is being updated to reflect the current code, and a prewhitening tutorial based on this work is in preparation.

If you encounter any errors in the current version of Pyriod, please report them here under Issues.

Acknowledgments

This code uses Qgrid and other Jupyter widgets to interactively display the frequency solution.
Unfortunately Qgrid is no longer supported. We are grateful to @zhihanyue for maintaining qgridnext.

This material is based upon work supported by the National Science Foundation under Grant No. AST-2406917.

Citation

If you use this code in a published analysis, please cite record ascl:2207.007 of the Astrophysics Source Code Library.

About

Python implementation of basic period detection and fitting routines for astronomical time series.

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, '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 - keatonb/Pyriod: Python implementation of basic period detection and fitting routines for astronomical time series. · GitHub
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Pyriod

TestsPyPI versionDOIDocumentation Status

Python implementation of basic period detection and fitting routines for astronomical time series.

Give it a spin before you install with an example notebook on Binder. (This can take a while to load!)

To install, use

pip install Pyriod

or download the latest (possibly unstable) version from GitHub and run

python -m pip install .

Additional documentation is available at pyriod.readthedocs.io.

Note on v0.5.0 refactor

Pyriod has undergone a major revision as of v0.5, separating the analysis suite from Pyriod import Prewhitener from the GUI from Pyriod import PyriodGUI. The Pyriod objects should now also take up considerably less space in memory.

Most GUI-based functionality should be work as expected with the same from Pyriod import Pyriod structure of previous versions. Documentation is being updated to reflect the current code, and a prewhitening tutorial based on this work is in preparation.

If you encounter any errors in the current version of Pyriod, please report them here under Issues.

Acknowledgments

This code uses Qgrid and other Jupyter widgets to interactively display the frequency solution.
Unfortunately Qgrid is no longer supported. We are grateful to @zhihanyue for maintaining qgridnext.

This material is based upon work supported by the National Science Foundation under Grant No. AST-2406917.

Citation

If you use this code in a published analysis, please cite record ascl:2207.007 of the Astrophysics Source Code Library.

About

Python implementation of basic period detection and fitting routines for astronomical time series.

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