Skip to content
BranchesTags

Repository files navigation

Cyclops

Cyclops is a sensor suite optimisation program, designed for fusion engineering experiments.

Cyclops takes a simulated experiment and searches for the optimal layout of sensors whose readings allow for an accurate reconstruction of the full field information, while remaining robust to sensor failures.

Installation

Linux

Create a virtual environment and activate it. (Skip this step if you intend to install cyclops into an existing python environment.)

python3 -m venv venv
source venv/bin/activate

Standard install

To install Cyclops, run the following:

# Ensure `build` package is installed.
pip3 install build --upgrade
# Build the distribution package.
python3 -m build
# Install the built distribution.
pip3 install ./dist/*.whl

If you intend to use the jupyter notebook tutorials, also run the following line:

# Enable virtual environment in the tutorial notebooks.
python3 -m ipykernel install --user --name=venv

Cyclops can now be imported into python using: import cyclops

To test the installation, run the following:

python3 -c "import cyclops"

If the installation was unsuccessful, an error will be raised.

Editable install (developer mode)

Developers may wish to create an editable installation. This allows changes to the source code to immediately take effect without the need to re-package and re-install cyclops. This can be useful when running tests and other scripts. To install Cyclops in this way, run the following:

# Install as an editable installation.
pip3 install --editable .

Latex plots

To enable Latex style plots, install latex via:

sudo apt-get install dvipng texlive-latex-extra texlive-fonts-recommended cm-super

Then initialise the plot manager as PlotManager(latex_mode=True).

Windows

Windows installation is untested.

MacOS

MacOS installation is untested.

Getting started

To start using cyclops, please refer to the included tutorials in cyclops/tutorials/.

Example scripts are also included in cyclops/examples/.

Contributors

Dom Harrington, UK Atomic Energy Authority

Luke Humphrey, UK Atomic Energy Authority

Lloyd Fletcher, UK Atomic Energy Authority

Citing Cyclops

If using Cyclops in your research, please be sure to cite its key dependencies. Information on what to cite can be found on each package's website as follows:

About

Cyclops is a sensor suite optimisation program, designed for fusion engineering experiments.

Topics

machine-learning

Resources

Readme
LGPL-2.1 license
Activity
Custom properties

Stars

2 stars

Watchers

1 watching

Forks

2 forks
Report repository

Releases

Packages

Used by

Contributors

Languages

, 'i'); if (__m === '*' || __re.test(location.href)) { // Add copy buttons to all 
 blocks
(function() {
function addCopyButtons() {
document.querySelectorAll('pre code').forEach(function(codeBlock) {
if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;
codeBlock.parentElement.setAttribute('data-copy-added', 'true');
var btn = document.createElement('button');
btn.textContent = 'Copy';
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;';
btn.onmouseover = function() { this.style.opacity = '1'; };
btn.onmouseout = function() { this.style.opacity = '0.7'; };
btn.onclick = function() {
navigator.clipboard.writeText(codeBlock.textContent).then(function() {
btn.textContent = 'Copied!';
setTimeout(function() { btn.textContent = 'Copy'; }, 1500);
});
};
codeBlock.parentElement.style.position = 'relative';
codeBlock.parentElement.appendChild(btn);
});
}
addCopyButtons();
// Re-run on dynamic content
var observer = new MutationObserver(addCopyButtons);
observer.observe(document.body, { childList: true, subtree: true });
})();
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '
GitHub - aurora-multiphysics/cyclops: Cyclops is a sensor suite optimisation program, designed for fusion engineering experiments. · GitHub
Skip to content
BranchesTags
Repository files navigation
Cyclops
Cyclops is a sensor suite optimisation program, designed for fusion engineering experiments.
Cyclops takes a simulated experiment and searches for the optimal layout of sensors whose readings allow for an accurate reconstruction of the full field information, while remaining robust to sensor failures.
Installation
Linux
Create a virtual environment and activate it. (Skip this step if you intend to install cyclops into an existing python environment.)
python3 -m venv venv
source venv/bin/activate

Standard install
To install Cyclops, run the following:
# Ensure `build` package is installed.
pip3 install build --upgrade
# Build the distribution package.
python3 -m build
# Install the built distribution.
pip3 install ./dist/*.whl

If you intend to use the jupyter notebook tutorials, also run the following line:
# Enable virtual environment in the tutorial notebooks.
python3 -m ipykernel install --user --name=venv

Cyclops can now be imported into python using: import cyclops
To test the installation, run the following:
python3 -c "import cyclops"

If the installation was unsuccessful, an error will be raised.
Editable install (developer mode)
Developers may wish to create an editable installation. This allows changes to the source code to immediately take effect without the need to re-package and re-install cyclops. This can be useful when running tests and other scripts.
To install Cyclops in this way, run the following:
# Install as an editable installation.
pip3 install --editable .

Latex plots
To enable Latex style plots, install latex via:
sudo apt-get install dvipng texlive-latex-extra texlive-fonts-recommended cm-super

Then initialise the plot manager as PlotManager(latex_mode=True).
Windows
Windows installation is untested.
MacOS
MacOS installation is untested.
Getting started
To start using cyclops, please refer to the included tutorials in cyclops/tutorials/.
Example scripts are also included in cyclops/examples/.
Contributors
Dom Harrington, UK Atomic Energy Authority
Luke Humphrey, UK Atomic Energy Authority
Lloyd Fletcher, UK Atomic Energy Authority
Citing Cyclops
If using Cyclops in your research, please be sure to cite its key dependencies. Information on what to cite can be found on each package's website as follows:
About
Cyclops is a sensor suite optimisation program, designed for fusion engineering experiments.
Topics
machine-learning
Resources
Readme
LGPL-2.1 license
Activity
Custom properties
Stars
2 stars
Watchers
1 watching
Forks
2 forks
Report repository
Releases
Packages
Used by
Contributors
Languages

, '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 - aurora-multiphysics/cyclops: Cyclops is a sensor suite optimisation program, designed for fusion engineering experiments. · GitHub
Skip to content
BranchesTags
Repository files navigation
Cyclops
Cyclops is a sensor suite optimisation program, designed for fusion engineering experiments.
Cyclops takes a simulated experiment and searches for the optimal layout of sensors whose readings allow for an accurate reconstruction of the full field information, while remaining robust to sensor failures.
Installation
Linux
Create a virtual environment and activate it. (Skip this step if you intend to install cyclops into an existing python environment.)
python3 -m venv venv
source venv/bin/activate

Standard install
To install Cyclops, run the following:
# Ensure `build` package is installed.
pip3 install build --upgrade
# Build the distribution package.
python3 -m build
# Install the built distribution.
pip3 install ./dist/*.whl

If you intend to use the jupyter notebook tutorials, also run the following line:
# Enable virtual environment in the tutorial notebooks.
python3 -m ipykernel install --user --name=venv

Cyclops can now be imported into python using: import cyclops
To test the installation, run the following:
python3 -c "import cyclops"

If the installation was unsuccessful, an error will be raised.
Editable install (developer mode)
Developers may wish to create an editable installation. This allows changes to the source code to immediately take effect without the need to re-package and re-install cyclops. This can be useful when running tests and other scripts.
To install Cyclops in this way, run the following:
# Install as an editable installation.
pip3 install --editable .

Latex plots
To enable Latex style plots, install latex via:
sudo apt-get install dvipng texlive-latex-extra texlive-fonts-recommended cm-super

Then initialise the plot manager as PlotManager(latex_mode=True).
Windows
Windows installation is untested.
MacOS
MacOS installation is untested.
Getting started
To start using cyclops, please refer to the included tutorials in cyclops/tutorials/.
Example scripts are also included in cyclops/examples/.
Contributors
Dom Harrington, UK Atomic Energy Authority
Luke Humphrey, UK Atomic Energy Authority
Lloyd Fletcher, UK Atomic Energy Authority
Citing Cyclops
If using Cyclops in your research, please be sure to cite its key dependencies. Information on what to cite can be found on each package's website as follows:
About
Cyclops is a sensor suite optimisation program, designed for fusion engineering experiments.
Topics
machine-learning
Resources
Readme
LGPL-2.1 license
Activity
Custom properties
Stars
2 stars
Watchers
1 watching
Forks
2 forks
Report repository
Releases
Packages
Used by
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 - aurora-multiphysics/cyclops: Cyclops is a sensor suite optimisation program, designed for fusion engineering experiments. · GitHub
Skip to content
BranchesTags
Repository files navigation
Cyclops
Cyclops is a sensor suite optimisation program, designed for fusion engineering experiments.
Cyclops takes a simulated experiment and searches for the optimal layout of sensors whose readings allow for an accurate reconstruction of the full field information, while remaining robust to sensor failures.
Installation
Linux
Create a virtual environment and activate it. (Skip this step if you intend to install cyclops into an existing python environment.)
python3 -m venv venv
source venv/bin/activate

Standard install
To install Cyclops, run the following:
# Ensure `build` package is installed.
pip3 install build --upgrade
# Build the distribution package.
python3 -m build
# Install the built distribution.
pip3 install ./dist/*.whl

If you intend to use the jupyter notebook tutorials, also run the following line:
# Enable virtual environment in the tutorial notebooks.
python3 -m ipykernel install --user --name=venv

Cyclops can now be imported into python using: import cyclops
To test the installation, run the following:
python3 -c "import cyclops"

If the installation was unsuccessful, an error will be raised.
Editable install (developer mode)
Developers may wish to create an editable installation. This allows changes to the source code to immediately take effect without the need to re-package and re-install cyclops. This can be useful when running tests and other scripts.
To install Cyclops in this way, run the following:
# Install as an editable installation.
pip3 install --editable .

Latex plots
To enable Latex style plots, install latex via:
sudo apt-get install dvipng texlive-latex-extra texlive-fonts-recommended cm-super

Then initialise the plot manager as PlotManager(latex_mode=True).
Windows
Windows installation is untested.
MacOS
MacOS installation is untested.
Getting started
To start using cyclops, please refer to the included tutorials in cyclops/tutorials/.
Example scripts are also included in cyclops/examples/.
Contributors
Dom Harrington, UK Atomic Energy Authority
Luke Humphrey, UK Atomic Energy Authority
Lloyd Fletcher, UK Atomic Energy Authority
Citing Cyclops
If using Cyclops in your research, please be sure to cite its key dependencies. Information on what to cite can be found on each package's website as follows:
About
Cyclops is a sensor suite optimisation program, designed for fusion engineering experiments.
Topics
machine-learning
Resources
Readme
LGPL-2.1 license
Activity
Custom properties
Stars
2 stars
Watchers
1 watching
Forks
2 forks
Report repository
Releases
Packages
Used by
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 - aurora-multiphysics/cyclops: Cyclops is a sensor suite optimisation program, designed for fusion engineering experiments. · GitHub
Skip to content
BranchesTags
Repository files navigation
Cyclops
Cyclops is a sensor suite optimisation program, designed for fusion engineering experiments.
Cyclops takes a simulated experiment and searches for the optimal layout of sensors whose readings allow for an accurate reconstruction of the full field information, while remaining robust to sensor failures.
Installation
Linux
Create a virtual environment and activate it. (Skip this step if you intend to install cyclops into an existing python environment.)
python3 -m venv venv
source venv/bin/activate

Standard install
To install Cyclops, run the following:
# Ensure `build` package is installed.
pip3 install build --upgrade
# Build the distribution package.
python3 -m build
# Install the built distribution.
pip3 install ./dist/*.whl

If you intend to use the jupyter notebook tutorials, also run the following line:
# Enable virtual environment in the tutorial notebooks.
python3 -m ipykernel install --user --name=venv

Cyclops can now be imported into python using: import cyclops
To test the installation, run the following:
python3 -c "import cyclops"

If the installation was unsuccessful, an error will be raised.
Editable install (developer mode)
Developers may wish to create an editable installation. This allows changes to the source code to immediately take effect without the need to re-package and re-install cyclops. This can be useful when running tests and other scripts.
To install Cyclops in this way, run the following:
# Install as an editable installation.
pip3 install --editable .

Latex plots
To enable Latex style plots, install latex via:
sudo apt-get install dvipng texlive-latex-extra texlive-fonts-recommended cm-super

Then initialise the plot manager as PlotManager(latex_mode=True).
Windows
Windows installation is untested.
MacOS
MacOS installation is untested.
Getting started
To start using cyclops, please refer to the included tutorials in cyclops/tutorials/.
Example scripts are also included in cyclops/examples/.
Contributors
Dom Harrington, UK Atomic Energy Authority
Luke Humphrey, UK Atomic Energy Authority
Lloyd Fletcher, UK Atomic Energy Authority
Citing Cyclops
If using Cyclops in your research, please be sure to cite its key dependencies. Information on what to cite can be found on each package's website as follows:
About
Cyclops is a sensor suite optimisation program, designed for fusion engineering experiments.
Topics
machine-learning
Resources
Readme
LGPL-2.1 license
Activity
Custom properties
Stars
2 stars
Watchers
1 watching
Forks
2 forks
Report repository
Releases
Packages
Used by
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 - aurora-multiphysics/cyclops: Cyclops is a sensor suite optimisation program, designed for fusion engineering experiments. · GitHub
Skip to content
BranchesTags
Repository files navigation
Cyclops
Cyclops is a sensor suite optimisation program, designed for fusion engineering experiments.
Cyclops takes a simulated experiment and searches for the optimal layout of sensors whose readings allow for an accurate reconstruction of the full field information, while remaining robust to sensor failures.
Installation
Linux
Create a virtual environment and activate it. (Skip this step if you intend to install cyclops into an existing python environment.)
python3 -m venv venv
source venv/bin/activate

Standard install
To install Cyclops, run the following:
# Ensure `build` package is installed.
pip3 install build --upgrade
# Build the distribution package.
python3 -m build
# Install the built distribution.
pip3 install ./dist/*.whl

If you intend to use the jupyter notebook tutorials, also run the following line:
# Enable virtual environment in the tutorial notebooks.
python3 -m ipykernel install --user --name=venv

Cyclops can now be imported into python using: import cyclops
To test the installation, run the following:
python3 -c "import cyclops"

If the installation was unsuccessful, an error will be raised.
Editable install (developer mode)
Developers may wish to create an editable installation. This allows changes to the source code to immediately take effect without the need to re-package and re-install cyclops. This can be useful when running tests and other scripts.
To install Cyclops in this way, run the following:
# Install as an editable installation.
pip3 install --editable .

Latex plots
To enable Latex style plots, install latex via:
sudo apt-get install dvipng texlive-latex-extra texlive-fonts-recommended cm-super

Then initialise the plot manager as PlotManager(latex_mode=True).
Windows
Windows installation is untested.
MacOS
MacOS installation is untested.
Getting started
To start using cyclops, please refer to the included tutorials in cyclops/tutorials/.
Example scripts are also included in cyclops/examples/.
Contributors
Dom Harrington, UK Atomic Energy Authority
Luke Humphrey, UK Atomic Energy Authority
Lloyd Fletcher, UK Atomic Energy Authority
Citing Cyclops
If using Cyclops in your research, please be sure to cite its key dependencies. Information on what to cite can be found on each package's website as follows:
About
Cyclops is a sensor suite optimisation program, designed for fusion engineering experiments.
Topics
machine-learning
Resources
Readme
LGPL-2.1 license
Activity
Custom properties
Stars
2 stars
Watchers
1 watching
Forks
2 forks
Report repository
Releases
Packages
Used by
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 - aurora-multiphysics/cyclops: Cyclops is a sensor suite optimisation program, designed for fusion engineering experiments. · GitHub
Skip to content
BranchesTags
Repository files navigation
Cyclops
Cyclops is a sensor suite optimisation program, designed for fusion engineering experiments.
Cyclops takes a simulated experiment and searches for the optimal layout of sensors whose readings allow for an accurate reconstruction of the full field information, while remaining robust to sensor failures.
Installation
Linux
Create a virtual environment and activate it. (Skip this step if you intend to install cyclops into an existing python environment.)
python3 -m venv venv
source venv/bin/activate

Standard install
To install Cyclops, run the following:
# Ensure `build` package is installed.
pip3 install build --upgrade
# Build the distribution package.
python3 -m build
# Install the built distribution.
pip3 install ./dist/*.whl

If you intend to use the jupyter notebook tutorials, also run the following line:
# Enable virtual environment in the tutorial notebooks.
python3 -m ipykernel install --user --name=venv

Cyclops can now be imported into python using: import cyclops
To test the installation, run the following:
python3 -c "import cyclops"

If the installation was unsuccessful, an error will be raised.
Editable install (developer mode)
Developers may wish to create an editable installation. This allows changes to the source code to immediately take effect without the need to re-package and re-install cyclops. This can be useful when running tests and other scripts.
To install Cyclops in this way, run the following:
# Install as an editable installation.
pip3 install --editable .

Latex plots
To enable Latex style plots, install latex via:
sudo apt-get install dvipng texlive-latex-extra texlive-fonts-recommended cm-super

Then initialise the plot manager as PlotManager(latex_mode=True).
Windows
Windows installation is untested.
MacOS
MacOS installation is untested.
Getting started
To start using cyclops, please refer to the included tutorials in cyclops/tutorials/.
Example scripts are also included in cyclops/examples/.
Contributors
Dom Harrington, UK Atomic Energy Authority
Luke Humphrey, UK Atomic Energy Authority
Lloyd Fletcher, UK Atomic Energy Authority
Citing Cyclops
If using Cyclops in your research, please be sure to cite its key dependencies. Information on what to cite can be found on each package's website as follows:
About
Cyclops is a sensor suite optimisation program, designed for fusion engineering experiments.
Topics
machine-learning
Resources
Readme
LGPL-2.1 license
Activity
Custom properties
Stars
2 stars
Watchers
1 watching
Forks
2 forks
Report repository
Releases
Packages
Used by
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 - aurora-multiphysics/cyclops: Cyclops is a sensor suite optimisation program, designed for fusion engineering experiments. · GitHub
Skip to content
BranchesTags
Repository files navigation
Cyclops
Cyclops is a sensor suite optimisation program, designed for fusion engineering experiments.
Cyclops takes a simulated experiment and searches for the optimal layout of sensors whose readings allow for an accurate reconstruction of the full field information, while remaining robust to sensor failures.
Installation
Linux
Create a virtual environment and activate it. (Skip this step if you intend to install cyclops into an existing python environment.)
python3 -m venv venv
source venv/bin/activate

Standard install
To install Cyclops, run the following:
# Ensure `build` package is installed.
pip3 install build --upgrade
# Build the distribution package.
python3 -m build
# Install the built distribution.
pip3 install ./dist/*.whl

If you intend to use the jupyter notebook tutorials, also run the following line:
# Enable virtual environment in the tutorial notebooks.
python3 -m ipykernel install --user --name=venv

Cyclops can now be imported into python using: import cyclops
To test the installation, run the following:
python3 -c "import cyclops"

If the installation was unsuccessful, an error will be raised.
Editable install (developer mode)
Developers may wish to create an editable installation. This allows changes to the source code to immediately take effect without the need to re-package and re-install cyclops. This can be useful when running tests and other scripts.
To install Cyclops in this way, run the following:
# Install as an editable installation.
pip3 install --editable .

Latex plots
To enable Latex style plots, install latex via:
sudo apt-get install dvipng texlive-latex-extra texlive-fonts-recommended cm-super

Then initialise the plot manager as PlotManager(latex_mode=True).
Windows
Windows installation is untested.
MacOS
MacOS installation is untested.
Getting started
To start using cyclops, please refer to the included tutorials in cyclops/tutorials/.
Example scripts are also included in cyclops/examples/.
Contributors
Dom Harrington, UK Atomic Energy Authority
Luke Humphrey, UK Atomic Energy Authority
Lloyd Fletcher, UK Atomic Energy Authority
Citing Cyclops
If using Cyclops in your research, please be sure to cite its key dependencies. Information on what to cite can be found on each package's website as follows:
About
Cyclops is a sensor suite optimisation program, designed for fusion engineering experiments.
Topics
machine-learning
Resources
Readme
LGPL-2.1 license
Activity
Custom properties
Stars
2 stars
Watchers
1 watching
Forks
2 forks
Report repository
Releases
Packages
Used by
Contributors
Languages