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Merge branch 'master' into master-v3-update-telemetry
2 parents e0a271b + 1f6c645 commit e3e962f

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‎.gitignore‎

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*.egg
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examples/tensorflow/distributed_mnist/data
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*.iml
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# Sphinx documentation
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docs/_build/
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doc/_build
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doc/_static
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doc/_templates

‎.readthedocs.yaml‎

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# Read the Docs configuration file
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# See https://docs.readthedocs.io/en/stable/config-file/v2.html for details
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version: 2
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build:
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os: ubuntu-22.04
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tools:
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python: "3.10"
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sphinx:
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configuration: docs/conf.py
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formats:
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- pdf
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- epub
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python:
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install:
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- requirements: docs/requirements.txt
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- method: pip
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path: .
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extra_requirements:
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- docs

‎docs/Makefile‎

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SPHINXOPTS ?=
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SPHINXBUILD ?= sphinx-build
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SOURCEDIR = .
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BUILDDIR = _build
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help:
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@$(SPHINXBUILD) -M help "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)
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.PHONY: help Makefile
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%: Makefile
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@$(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)

‎docs/_static/custom.css‎

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/* What's New Section Styling */
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.whats-new-container {
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display: grid;
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grid-template-columns: repeat(auto-fit, minmax(300px, 1fr));
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gap: 20px;
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margin: 30px 0;
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}
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.new-feature-card {
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background: var(--pst-color-surface);
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border: 1px solid var(--pst-color-border);
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border-radius: 12px;
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padding: 25px;
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box-shadow: 0 4px 12px rgba(0, 0, 0, 0.1);
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transition: transform 0.2s ease, box-shadow 0.2s ease;
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position: relative;
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overflow: hidden;
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color: var(--pst-color-text-base);
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}
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[data-theme="dark"] .new-feature-card {
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box-shadow: 0 4px 12px rgba(0, 0, 0, 0.3);
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}
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.new-feature-card:hover {
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transform: translateY(-2px);
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box-shadow: 0 8px 25px rgba(0, 0, 0, 0.15);
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}
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[data-theme="dark"] .new-feature-card:hover {
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box-shadow: 0 8px 25px rgba(0, 0, 0, 0.4);
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}
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.new-feature-card h3 {
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margin-top: 0;
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margin-bottom: 15px;
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font-size: 1.3em;
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font-weight: 600;
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color: inherit;
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}
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.new-feature-card ul {
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margin: 15px 0;
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padding-left: 20px;
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}
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.new-feature-card li {
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margin-bottom: 8px;
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line-height: 1.5;
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}
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/* Feedback Component */
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.feedback-container {
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border-top: 1px solid var(--pst-color-border);
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margin-top: 40px;
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padding: 24px;
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background-color: var(--pst-color-surface);
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border-radius: 8px;
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border: 1px solid var(--pst-color-border);
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}
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.feedback-question {
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font-size: 20px;
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font-weight: 500;
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color: var(--pst-color-text-base);
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margin-bottom: 20px;
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text-align: left;
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}
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.feedback-buttons {
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display: flex;
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justify-content: flex-start;
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gap: 12px;
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}
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.feedback-btn {
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display: flex;
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align-items: center;
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gap: 8px;
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padding: 8px 16px;
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border: 1px solid var(--pst-color-border);
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border-radius: 6px;
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background: var(--pst-color-surface);
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color: var(--pst-color-text-muted);
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font-size: 14px;
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cursor: pointer;
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transition: all 0.2s ease;
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}
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.feedback-btn:hover {
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border-color: var(--pst-color-primary);
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background: var(--pst-color-surface);
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}
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.feedback-btn.selected {
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border-color: var(--pst-color-primary);
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background: var(--pst-color-primary-bg);
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color: var(--pst-color-primary);
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}
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.feedback-btn svg {
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width: 16px;
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height: 16px;
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}
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.feedback-thanks {
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display: none;
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color: #059669;
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font-size: 14px;
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text-align: center;
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margin-top: 16px;
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}
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/* Feedback Options */
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.feedback-options {
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display: none;
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margin-top: 20px;
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}
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.feedback-more {
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display: flex;
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flex-direction: column;
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gap: 12px;
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}
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.feedback-github-link {
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color: #0366d6;
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text-decoration: none;
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font-size: 14px;
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padding: 10px 20px;
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border: 1px solid #0366d6;
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border-radius: 6px;
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transition: all 0.2s;
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font-weight: 500;
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align-self: flex-start;
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}
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.feedback-github-link:hover {
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background-color: #0366d6;
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color: white;
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text-decoration: none;
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}
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header {
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background-color: white;
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box-shadow: 0 1px 2px rgba(0, 0, 0, 0.05);
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position: sticky;
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top: 0;
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z-index: 50;
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}
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h1 {
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font-size: 1.875rem;
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font-weight: 700;
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color: var(--pst-color-text-base);
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}
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h2 {
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font-size: 1.5rem;
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font-weight: 700;
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color: var(--pst-color-text-base);
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}
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h3 {
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font-size: 1.25rem;
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font-weight: 500;
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color: var(--pst-color-text-base);
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}
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p {
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font-size: 1.0rem;
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color: var(--pst-color-text-base);
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}

‎docs/_static/feedback.js‎

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// Feedback functionality
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document.addEventListener('DOMContentLoaded', function() {
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// Add feedback component to the very bottom of each page
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const article = document.querySelector('article[role="main"]') || document.querySelector('.bd-article') || document.querySelector('main');
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if (article) {
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const feedbackHTML = `
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<div class="feedback-container">
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<div class="feedback-question">Was this page helpful?</div>
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<div class="feedback-buttons">
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<button class="feedback-btn" data-feedback="yes">
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<svg viewBox="0 0 24 24" fill="currentColor">
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<path d="M7.493 18.75c-.425 0-.82-.236-.975-.632A7.48 7.48 0 016 15.375c0-1.75.599-3.358 1.602-4.634.151-.192.373-.309.6-.397.473-.183.89-.514 1.212-.924a9.042 9.042 0 012.861-2.4c.723-.384 1.35-.956 1.653-1.715a4.498 4.498 0 00.322-1.672V3a.75.75 0 01.75-.75 2.25 2.25 0 012.25 2.25c0 1.152-.26 2.243-.723 3.218-.266.558-.107 1.282.725 1.282h3.126c1.026 0 1.945.694 2.054 1.715.045.422.068.85.068 1.285a11.95 11.95 0 01-2.649 7.521c-.388.482-.987.729-1.605.729H14.23c-.483 0-.964-.078-1.423-.23l-3.114-1.04a4.501 4.501 0 00-1.423-.23h-.777zM2.331 10.977a11.969 11.969 0 00-.831 4.398 12 12 0 00.52 3.507c.26.85 1.084 1.368 1.973 1.368H4.9c.445 0 .72-.498.523-.898a8.963 8.963 0 01-.924-3.977c0-1.708.476-3.305 1.302-4.666.245-.403-.028-.959-.5-.959H4.25c-.832 0-1.612.453-1.918 1.227z"/>
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</svg>
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Yes
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</button>
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<button class="feedback-btn" data-feedback="no">
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<svg viewBox="0 0 24 24" fill="currentColor">
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<path d="M15.73 5.25h1.035A7.465 7.465 0 0118 9.375a7.465 7.465 0 01-1.235 4.125h-.148c-.806 0-1.534.446-2.031 1.08a9.04 9.04 0 01-2.861 2.4c-.723.384-1.35.956-1.653 1.715a4.498 4.498 0 00-.322 1.672V21a.75.75 0 01-.75.75 2.25 2.25 0 01-2.25-2.25c0-1.152.26-2.243.723-3.218C7.74 15.724 7.366 15 6.748 15H3.622c-1.026 0-1.945-.694-2.054-1.715A12.134 12.134 0 011.5 12c0-2.848.992-5.464 2.649-7.521C4.537 3.997 5.136 3.75 5.754 3.75H9.77a4.5 4.5 0 011.423.23l3.114 1.04a4.5 4.5 0 001.423.23zM21.669 14.023c.536-1.362.831-2.845.831-4.398 0-1.22-.182-2.398-.52-3.507-.26-.85-1.084-1.368-1.973-1.368H19.1c-.445 0-.72.498-.523.898.591 1.2.924 2.55.924 3.977a8.958 8.958 0 01-1.302 4.666c-.245.403.028.959.5.959h1.053c.832 0 1.612-.453 1.918-1.227z"/>
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</svg>
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No
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</button>
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</div>
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<div class="feedback-options">
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<div class="feedback-more">
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<a href="https://github.com/aws/sagemaker-python-sdk/issues/new" target="_blank" class="feedback-github-link">
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Create GitHub Issue
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</a>
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</div>
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</div>
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<div class="feedback-thanks">Thank you for your feedback!</div>
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</div>
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`;
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article.insertAdjacentHTML('beforeend', feedbackHTML);
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// Add click handlers
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const feedbackBtns = document.querySelectorAll('.feedback-btn');
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const thanksMessage = document.querySelector('.feedback-thanks');
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const feedbackOptions = document.querySelector('.feedback-options');
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feedbackBtns.forEach(btn => {
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btn.addEventListener('click', function() {
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const feedback = this.dataset.feedback;
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// Remove selected class from all buttons
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feedbackBtns.forEach(b => b.classList.remove('selected'));
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// Add selected class to clicked button
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this.classList.add('selected');
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if (feedback === 'yes') {
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// Hide options and show thanks
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feedbackOptions.style.display = 'none';
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thanksMessage.style.display = 'block';
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// Send positive feedback
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if (typeof gtag !== 'undefined') {
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gtag('event', 'page_feedback', {
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'feedback_value': 'positive',
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'page_location': window.location.href
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});
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}
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} else {
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// Show GitHub link for negative feedback
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feedbackOptions.style.display = 'block';
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thanksMessage.style.display = 'none';
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}
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});
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});
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}
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});

‎docs/api/index.rst‎

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API Reference
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=============
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Complete API documentation for SageMaker Python SDK V3.
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.. toctree::
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:maxdepth: 2
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:caption: API Reference
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sagemaker_core
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sagemaker_train
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sagemaker_serve
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sagemaker_mlops

‎docs/api/sagemaker_core.rst‎

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SageMaker Core
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==============
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Core SageMaker resources and utilities for managing AWS SageMaker services.
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.. currentmodule:: sagemaker.core
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Core Resources
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--------------
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.. automodule:: sagemaker.core.resources
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:members:
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:undoc-members:
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:show-inheritance:
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Session Management
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------------------
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.. automodule:: sagemaker.core.session_settings
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:members:
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:undoc-members:
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Configuration
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-------------
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.. automodule:: sagemaker.core.config_schema
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:members:
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:undoc-members:
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Processing
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----------
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.. automodule:: sagemaker.core.processing
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:members:
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:undoc-members:
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Transformers
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------------
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.. automodule:: sagemaker.core.transformer
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:members:
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:undoc-members:
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Utilities
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---------
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.. automodule:: sagemaker.core.common_utils
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:members:
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:undoc-members:
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.. automodule:: sagemaker.core.image_uris
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:members:
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:undoc-members:
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Exceptions
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----------
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.. automodule:: sagemaker.core.exceptions
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:members:
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:undoc-members:

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