## What's Changed * Small edits by @jstac in https://github.com/QuantEcon/lecture-python-programming/pull/526 * Improve jax_intro lecture by @jstac in https://github.com/QuantEcon/lecture-python-programming/pull/527 * Minor edits by @jstac in https://github.com/QuantEcon/lecture-python-programming/pull/528 **Full Changelog**: https://github.com/QuantEcon/lecture-python-programming/compare/publish-april-12...publish-2026apr13

## What's Changed * Update redirect URLs for mypy and jax docs by @mmcky in https://github.com/QuantEcon/lecture-python-programming/pull/503 * ⬆️ bump actions/upload-pages-artifact from 3 to 4 by @dependabot[bot] in https://github.com/QuantEcon/lecture-python-programming/pull/504 * ⬆️ bump QuantEcon/action-translation from 0.13.0 to 0.13.1 by @dependabot[bot] in https://github.com/QuantEcon/lecture-python-programming/pull/505 * ⬆️ bump actions/deploy-pages from 4 to 5 by @dependabot[bot] in https://github.com/QuantEcon/lecture-python-programming/pull/506 * ⬆️ bump quantecon-book-theme from 0.19.0 to 0.20.0 by @dependabot[bot] in https://github.com/QuantEcon/lecture-python-programming/pull/507 * Revise JAX intro lecture and add autodiff lecture by @jstac in https://github.com/QuantEcon/lecture-python-programming/pull/513 **Full Changelog**: https://github.com/QuantEcon/lecture-python-programming/compare/publish-2026mar26...publish-2026apr8

## What's Changed * ⬆️ Configure dependabot to ignore Python version updates by @mmcky in https://github.com/QuantEcon/lecture-python-programming.myst/pull/457 * Fix/dependabot ignore python by @mmcky in https://github.com/QuantEcon/lecture-python-programming.myst/pull/458 * ⬆️ Bump dawidd6/action-download-artifact from 11 to 12 by @dependabot[bot] in https://github.com/QuantEcon/lecture-python-programming.myst/pull/459 * Fix Git SCM download URL redirect by @Copilot in https://github.com/QuantEcon/lecture-python-programming.myst/pull/460 * Update GPU admonition to clarify lectures run on CPUs by @mmcky in https://github.com/QuantEcon/lecture-python-programming.myst/pull/465 **Full Changelog**: https://github.com/QuantEcon/lecture-python-programming.myst/compare/publish-2025dec22...publish-2026jan14

## What's Changed * ⬆️ Bump actions/upload-artifact from 5 to 6 by @dependabot[bot] in https://github.com/QuantEcon/lecture-python-programming.myst/pull/452 * ⬆️ Update dependencies and configure Dependabot for conda ecosystem by @mmcky in https://github.com/QuantEcon/lecture-python-programming.myst/pull/454 **Full Changelog**: https://github.com/QuantEcon/lecture-python-programming.myst/compare/publish-2025dec01c...publish-2025dec22

## What's Changed * Update quantecon-book-theme to 0.14.0 by @mmcky in https://github.com/QuantEcon/lecture-python-programming.myst/pull/449 **Full Changelog**: https://github.com/QuantEcon/lecture-python-programming.myst/compare/publish-2025dec01b...publish-2025dec01c

## What's Changed * Update GPU admonition to match jstac's text by @mmcky in https://github.com/QuantEcon/lecture-python-programming.myst/pull/448 **Full Changelog**: https://github.com/QuantEcon/lecture-python-programming.myst/compare/publish-2025dec01...publish-2025dec01b

## What's Changed * MAINT: Add RunsOn configuration file by @mmcky in https://github.com/QuantEcon/lecture-python-programming.myst/pull/438 * ENH: Enable RunsOn GPU support for lecture builds by @mmcky in https://github.com/QuantEcon/lecture-python-programming.myst/pull/437 * MAINT: Update quantecon-book-theme 0.12.0 -> 0.13.2 by @mmcky in https://github.com/QuantEcon/lecture-python-programming.myst/pull/443 * FIX: jax_intro timeout: use lax.fori_loop instead of Python for loop by @mmcky in https://github.com/QuantEcon/lecture-python-programming.myst/pull/442 **Full Changelog**: https://github.com/QuantEcon/lecture-python-programming.myst/compare/publish-2025nov27...publish-2025nov28

## What's Changed * ⬆️ Bump actions/checkout from 5 to 6 by @dependabot[bot] in https://github.com/QuantEcon/lecture-python-programming.myst/pull/433 * Improve parallel Numba examples with race condition explanation by @jstac in https://github.com/QuantEcon/lecture-python-programming.myst/pull/436 **Full Changelog**: https://github.com/QuantEcon/lecture-python-programming.myst/compare/publish-2025nov23...publish-2025nov27