publish-2026may08

What's Changed

• [functions.md] Update np.random → Generator API by @Chihiro2000GitHub in #541
• [need_for_speed.md] Update np.random → Generator API by @Chihiro2000GitHub in #545
• [scipy.md] Update np.random → Generator API by @Chihiro2000GitHub in #547
• ⬆️ Bump actions/upload-pages-artifact from 4 to 5 by @dependabot[bot] in #534
• ⬆️ Bump QuantEcon/action-translation from 0.14.1 to 0.15.0 by @dependabot[bot] in #535
• ⬆️ Bump softprops/action-gh-release from 2 to 3 by @dependabot[bot] in #536
• ⬆️ Bump quantecon-book-theme from 0.20.0 to 0.20.3 by @dependabot[bot] in #537
• ⬆️ Bump conda-incubator/setup-miniconda from 3 to 4 by @dependabot[bot] in #540
• ⬆️ Bump dawidd6/action-download-artifact from 20 to 21 by @dependabot[bot] in #543

Full Changelog: publish-2026may04...publish-2026may08

publish-2026may04

What's Changed

• [python_by_example.md] Update np.random → Generator API by @Chihiro2000GitHub in #538
• [python_essentials.md] Update np.random → Generator API by @Chihiro2000GitHub in #544

New Contributors

• @Chihiro2000GitHub made their first contribution in #538

Full Changelog: publish-2026-april-14.2...publish-2026may04

publish-2026apr14.2

Fix add_tax_pure call in jax_intro lecture (#533)

What's Changed

• Misc changes to jax lectures by @jstac in #533

Full Changelog: publish-2026-april-14...publish-2026-april-14.2

Publish-2026-april-14

Improve and simplify jax_intro and numpy_vs_numba_vs_jax lectures (#532)

Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

Publish-april-13.2

Add lax.fori_loop example and improve jax_intro clarity (#530)

- Add lax.fori_loop example to sequential operations section, alongside
  existing lax.scan version
- Update summaries and recommendations to reference both approaches
- Improve jax_intro: reorganize intro text, fix block_until_ready style,
  add Size Experiment subheading, expand immutability explanation, add
  cross-reference labels
- Remove unused import

Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

publish-2026apr13

What's Changed

• Small edits by @jstac in #526
• Improve jax_intro lecture by @jstac in #527
• Minor edits by @jstac in #528

Full Changelog: publish-april-12...publish-2026apr13

publish-april-12

Improve clarity and fix errors in Numba lecture (#524)

* Improve clarity and fix errors in Numba lecture

Fix typos (deficiency, JULIA, That's is, duplicate label), drop Julia
from vectorization comparison (Julia uses JIT, not traditional
vectorization), replace bootstrap example with clearer function
iteration example, compress decorator section into a remark, add fix
for global variables gotcha, remove redundant import, and add JAX
cross-reference for GPU parallelization.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* Fix build: replace invalid {remark} with {admonition}, fix label clash

{remark} is not a valid MyST directive — use {admonition} with title
"Remark" instead. Also rename (numba)= label to (numba_lecture)= to
avoid ambiguity with the document name.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

publish-2026apr11

What's Changed

• chore: bump action-translation to v0.14.1 by @mmcky in #517
• ⬆️ bump actions/configure-pages from 5 to 6 by @dependabot[bot] in #509
• ⬆️ bump sphinxcontrib-youtube from 1.4.1 to 1.5.0 by @dependabot[bot] in #510
• ⬆️ bump sphinx-togglebutton from 0.4.4 to 0.4.5 by @dependabot[bot] in #511
• Misc edits to need for speed and related lectures by @jstac in #521
• Update jax_intro lecture by @jstac in #522

Full Changelog: publish-2026apr8b...publish-2026apr11

publish-2026apr8b

What's Changed

• Modernize Numba lecture by @jstac in #512

Full Changelog: publish-2026apr8...publish-2026apr8b

publish-2026apr8

What's Changed

• Update redirect URLs for mypy and jax docs by @mmcky in #503
• ⬆️ bump actions/upload-pages-artifact from 3 to 4 by @dependabot[bot] in #504
• ⬆️ bump QuantEcon/action-translation from 0.13.0 to 0.13.1 by @dependabot[bot] in #505
• ⬆️ bump actions/deploy-pages from 4 to 5 by @dependabot[bot] in #506
• ⬆️ bump quantecon-book-theme from 0.19.0 to 0.20.0 by @dependabot[bot] in #507
• Revise JAX intro lecture and add autodiff lecture by @jstac in #513

Full Changelog: publish-2026mar26...publish-2026apr8