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@@ -9,7 +9,7 @@ | |
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<style> | ||
.post { | ||
border: 1px solid #ccc; | ||
border: 1px solid #999; | ||
border-radius: 4px; | ||
display: grid; | ||
grid-auto-flow: column; | ||
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@@ -38,23 +38,34 @@ | |
padding: 8px; | ||
} | ||
code[data-run] { | ||
margin-left: 94px; | ||
white-space: pre; | ||
font-size: 13px; | ||
display: flex; | ||
align-items: flex-end; | ||
display: block; | ||
padding: 10px; | ||
position: absolute; | ||
right: 8px; | ||
bottom: 8px; | ||
top: 215px; | ||
left: 90px; | ||
background: rgb(245, 245, 245); | ||
border: 1px solid #ccc; | ||
} | ||
code[data-run], .code-wrapper, iframe { | ||
.code-wrapper, iframe { | ||
height: 400px; | ||
} | ||
code[data-run] { | ||
border: 1px solid #ccc; | ||
} | ||
iframe { | ||
width: 100% | ||
} | ||
.code-wrapper { | ||
position: relative; | ||
border: 1px solid #ccc; | ||
} | ||
.spinner-wrapper { | ||
display: flex; | ||
align-items: center; | ||
justify-content: center; | ||
height: 100%; | ||
scale: 3; | ||
} | ||
</style> | ||
</head> | ||
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@@ -165,7 +176,15 @@ <h2>AI Assurance Portal</h2> | |
const wrapper = document.createElement('div'); | ||
wrapper.classList.add('code-wrapper'); | ||
codeEl.replaceWith(wrapper); | ||
wrapper.appendChild(codeEl) | ||
wrapper.appendChild(codeEl); | ||
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const spinerWrapper = document.createElement('div'); | ||
const spiner = document.createElement('div'); | ||
spinerWrapper.appendChild(spiner); | ||
spinerWrapper.className = "spinner-wrapper"; | ||
spiner.className = 'spinner-border text-primary'; | ||
wrapper.appendChild(spinerWrapper); | ||
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wrapper.appendChild(iframe); | ||
iframe.style.display = 'none'; | ||
iframe.onload = async () => { | ||
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@@ -175,13 +194,15 @@ <h2>AI Assurance Portal</h2> | |
jupyter.restored.then(() => { | ||
codeEl.style.display = 'none'; | ||
iframe.style.display = 'block'; | ||
spinerWrapper.style.display = 'none'; | ||
}); | ||
jupyter.shell.currentChanged.connect((shell, change) => { | ||
jupyter.commands.execute('console:replace-selection', {text: cleanCode}); | ||
}); | ||
} else { | ||
codeEl.style.display = 'none'; | ||
iframe.style.display = 'block'; | ||
spinerWrapper.style.display = 'none'; | ||
} | ||
} | ||
} | ||
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@@ -191,4 +212,3 @@ <h2>AI Assurance Portal</h2> | |
<script src="https://cdn.jsdelivr.net/npm/[email protected]/dist/js/bootstrap.bundle.min.js" integrity="sha384-YvpcrYf0tY3lHB60NNkmXc5s9fDVZLESaAA55NDzOxhy9GkcIdslK1eN7N6jIeHz" crossorigin="anonymous"></script> | ||
</body> | ||
</html> | ||
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<style> | ||
.post { | ||
border: 1px solid #ccc; | ||
margin: 12px; | ||
border: 1px solid #999; | ||
border-radius: 4px; | ||
display: grid; | ||
grid-auto-flow: column; | ||
grid-template-columns: 60px 1fr; | ||
padding: 8px | ||
} | ||
.post, .title-header { | ||
margin: 12px; | ||
} | ||
.user { | ||
align-items: center; | ||
display: flex; | ||
flex-direction: column; | ||
} | ||
.user-logo { | ||
padding: 10px; | ||
border-radius: 50px; | ||
width: 50px; | ||
height: 50px; | ||
background: #ccc; | ||
align-items: center; | ||
display: flex; | ||
place-content: center; | ||
border: 1px solid #666; | ||
} | ||
.content { | ||
padding: 4px | ||
padding: 8px; | ||
} | ||
code[data-run] { | ||
white-space: pre-wrap; | ||
white-space: pre; | ||
font-size: 13px; | ||
display: block; | ||
padding: 10px; | ||
position: absolute; | ||
right: 8px; | ||
bottom: 8px; | ||
top: 215px; | ||
left: 90px; | ||
background: rgb(245, 245, 245); | ||
border: 1px solid #ccc; | ||
} | ||
.code-wrapper, iframe { | ||
height: 400px; | ||
} | ||
iframe { | ||
width: 100% | ||
} | ||
#loader { | ||
display: none; | ||
.code-wrapper { | ||
position: relative; | ||
border: 1px solid #ccc; | ||
} | ||
.spinner-wrapper { | ||
display: flex; | ||
align-items: center; | ||
justify-content: center; | ||
height: 100%; | ||
scale: 3; | ||
} | ||
</style> | ||
</head> | ||
<body> | ||
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||
<div class="post container"> | ||
<div class="user"><i class="bi bi-person-fill"></i></div> | ||
<div class="content"> | ||
<p>I'm testing out this simple logistic regression model but it does not work, how can I fix that?</p> | ||
<code data-run> | ||
from sklearn import datasets | ||
from sklearn.linear_model import LogisticRegression | ||
<div class="container"> | ||
<div class="row title-header"> | ||
<h2>AI Assurance Portal</h2> | ||
</div> | ||
<div class="post row"> | ||
<div class="user"> | ||
<div class="user-logo" style="background: lightblue"> | ||
<i class="bi bi-person-fill"></i> | ||
</div> | ||
M. K. | ||
</div> | ||
<div class="content"> | ||
<p>I'm testing out this simple logistic regression model but it does not work, how can I fix that?</p> | ||
<code data-run> | ||
from sklearn import datasets | ||
from sklearn.linear_model import LogisticRegression | ||
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X, y = datasets.load_digits(return_X_y=True) | ||
y = (y > 4).astype(int) | ||
X, y = datasets.load_digits(return_X_y=True) | ||
y = (y > 4).astype(int) | ||
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model = LogisticRegression(penalty="l1", tol=0.01) | ||
model.fit(X, y) | ||
</code> | ||
model = LogisticRegression(penalty="l1", tol=0.01) | ||
model.fit(X, y) | ||
</code> | ||
</div> | ||
</div> | ||
</div> | ||
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||
<div class="post container"> | ||
<div class="user"><i class="bi bi-person-fill"></i></div> | ||
<div class="content"> | ||
<p>You need to change solver, by passing an argument like this <code>solver="saga"</code>, see below:</p> | ||
<code data-run> | ||
from sklearn import datasets | ||
from sklearn.linear_model import LogisticRegression | ||
<div class="post row"> | ||
<div class="user"> | ||
<div class="user-logo" style="background: lightgoldenrodyellow"> | ||
<i class="bi bi-person-fill"></i> | ||
</div> | ||
D. P. | ||
</div> | ||
<div class="content"> | ||
<p>You need to change solver, by passing an argument like this <code>solver="saga"</code>, see below:</p> | ||
<code data-run> | ||
from sklearn import datasets | ||
from sklearn.linear_model import LogisticRegression | ||
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X, y = datasets.load_digits(return_X_y=True) | ||
y = (y > 4).astype(int) | ||
X, y = datasets.load_digits(return_X_y=True) | ||
y = (y > 4).astype(int) | ||
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model = LogisticRegression(penalty="l1", tol=0.01, solver="saga") | ||
model.fit(X, y) | ||
</code> | ||
model = LogisticRegression(penalty="l1", tol=0.01, solver="saga") | ||
model.fit(X, y) | ||
</code> | ||
</div> | ||
</div> | ||
</div> | ||
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<div id="loader"></div> | ||
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<script> | ||
const styles = ` | ||
.jp-CodeConsole-banner { | ||
display: none; | ||
} | ||
.jp-PoweredBy { | ||
display: none !important; | ||
} | ||
`; | ||
const loader = document.getElementById('loader'); | ||
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||
for (const codeEl of document.querySelectorAll('code[data-run]')) { | ||
const styleSheet = document.createElement("style"); | ||
styleSheet.textContent = styles; | ||
const iframe = document.createElement('iframe'); | ||
const code = codeEl.textContent; | ||
// find indent | ||
let indent = 0; | ||
for (const line of code.split('\n')) { | ||
if (line.length === 0) { | ||
continue | ||
async function getJupyterApp(iframe, pause=50, maxAttempts=100) { | ||
let attempt = 1; | ||
while (attempt < maxAttempts) { | ||
if (iframe.contentWindow.jupyterapp) { | ||
return iframe.contentWindow.jupyterapp; | ||
} | ||
while (line.length > indent && line.substring(indent, indent + 1) === ' ') { | ||
indent += 1; | ||
} | ||
break; | ||
attempt += 1; | ||
await new Promise(resolve => setTimeout(resolve, pause)); | ||
} | ||
let cleanCode = ''; | ||
let blocks = []; | ||
for (const line of code.split('\n')) { | ||
if (cleanCode === '' && line.length === 0) { | ||
continue | ||
throw Error(`Could not acquite 'jupyterapp' object in ${maxAttempts * pause} ms`); | ||
} | ||
async function load() { | ||
for (const codeEl of document.querySelectorAll('code[data-run]')) { | ||
const styleSheet = document.createElement("style"); | ||
styleSheet.textContent = styles; | ||
const iframe = document.createElement('iframe'); | ||
const code = codeEl.textContent; | ||
// find indent | ||
let indent = 0; | ||
for (const line of code.split('\n')) { | ||
if (line.length === 0) { | ||
continue | ||
} | ||
while (line.length > indent && line.substring(indent, indent + 1) === ' ') { | ||
indent += 1; | ||
} | ||
break; | ||
} | ||
cleanCode += line.substring(indent) + '\n'; | ||
} | ||
codeEl.textContent = cleanCode; | ||
iframe.src = `https://quansight.github.io/jupyterlite-demo/repl/index.html?kernel=python&toolbar=1&code=${encodeURIComponent(cleanCode)}`; | ||
iframe.style.width = '100%'; | ||
iframe.style.height = '300px'; | ||
iframe.onload = () => { | ||
if (iframe.contentDocument) { | ||
iframe.contentDocument.head.appendChild(styleSheet); | ||
const cleanLines = []; | ||
for (const line of code.split('\n')) { | ||
if (cleanLines.length === 0 && line.length === 0) { | ||
// remove first empty line | ||
continue | ||
} | ||
cleanLines.push(line.substring(indent)); | ||
} | ||
// remove last empty line | ||
if (cleanLines[cleanLines.length - 1] === '') { | ||
cleanLines.pop(); | ||
} | ||
const cleanCode = cleanLines.join('\n') | ||
codeEl.textContent = cleanCode; | ||
const baseURL = location.href.split('/').slice(0, -2).join('/'); | ||
iframe.src = baseURL + `/repl/index.html?kernel=python&toolbar=1`; | ||
iframe.style.width = '100%'; | ||
const wrapper = document.createElement('div'); | ||
wrapper.classList.add('code-wrapper'); | ||
codeEl.replaceWith(wrapper); | ||
wrapper.appendChild(codeEl); | ||
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||
const spinerWrapper = document.createElement('div'); | ||
const spiner = document.createElement('div'); | ||
spinerWrapper.appendChild(spiner); | ||
spinerWrapper.className = "spinner-wrapper"; | ||
spiner.className = 'spinner-border text-primary'; | ||
wrapper.appendChild(spinerWrapper); | ||
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||
wrapper.appendChild(iframe); | ||
iframe.style.display = 'none'; | ||
iframe.onload = async () => { | ||
if (iframe.contentDocument) { | ||
iframe.contentDocument.head.appendChild(styleSheet); | ||
const jupyter = await getJupyterApp(iframe); | ||
jupyter.restored.then(() => { | ||
codeEl.style.display = 'none'; | ||
iframe.style.display = 'block'; | ||
spinerWrapper.style.display = 'none'; | ||
}); | ||
jupyter.shell.currentChanged.connect((shell, change) => { | ||
jupyter.commands.execute('console:replace-selection', {text: cleanCode}); | ||
}); | ||
} else { | ||
codeEl.style.display = 'none'; | ||
iframe.style.display = 'block'; | ||
spinerWrapper.style.display = 'none'; | ||
} | ||
} | ||
codeEl.replaceWith(iframe); | ||
} | ||
loader.appendChild(iframe); | ||
} | ||
load() | ||
</script> | ||
<script src="https://cdn.jsdelivr.net/npm/[email protected]/dist/js/bootstrap.bundle.min.js" integrity="sha384-YvpcrYf0tY3lHB60NNkmXc5s9fDVZLESaAA55NDzOxhy9GkcIdslK1eN7N6jIeHz" crossorigin="anonymous"></script> | ||
</body> | ||
|