New release after fixes.

What's Changed

• Create draft-pdf-paper.yml by @svenvanderburg in #567
• Update schedule by @svenvanderburg in #561
• Update link to repository README by @matt-graham in #570
• Update workshops.md by @code4yonglei in #580
• Update Workflows to Version 0.16.12 by @svenvanderburg in #581
• add missing import by @qualiaMachine in #589
• Fixed some dead links (#590) by @KfirBarokas in #591
• Fix/links #590 by @carschno in #592
• 548 set random seeds in episode 3 4 5 by @angel-daza in #593
• Change colormap of confustion matrix to Blues by @ashwinvis in #594
• Fix/typos plots 547 by @carschno in #596
• fix challenge-solution format by @angel-daza in #600
• Add diagonal ref. line to plot_predictions() function and update figs by @qualiaMachine in #582
• create_nn() now takes the input shape as an argument by @angel-daza in #595
• improve alt text description by @tobyhodges in #601
• fix bulleted list formatting by @qualiaMachine in #585
• add missing import to pandas (if downloading data from zenodo) by @qualiaMachine in #586
• Expand alt text descriptions by @tobyhodges in #597
• Expand alt text descriptions in Episode 4 by @tobyhodges in #598
• Correct image dimensions by @tobyhodges in #603
• add Dive into Deep Learning to list of resources by @tobyhodges in #604
• added clarification comment about None value in params by @angel-daza in #606
• Update training curve plot. by @carschno in #599
• Clarify the solution which describes the need for a test set by @ashwinvis in #609
• Add Callout about metrics. by @carschno in #607
• Demystify the number of parameters in Conv2D layers by @ashwinvis in #610
• Add Linkspector by @carschno in #608
• add Thor and Ashwin to author list by @wikfeldt in #611

New Contributors

• @matt-graham made their first contribution in #570
• @KfirBarokas made their first contribution in #591
• @angel-daza made their first contribution in #593

Full Changelog: v1.2.1...v1.2.2

v1.2.1

Stable version after Carpentries Lab review. Used in JOSE submission march 2025.

v1.2.0

Update paper after carpentries lab review process (#554)

* Update paper after carpentries lab review process

* Improve the paper a bit more

* Fix typo

* Mention that there are probably more taught workshops

Co-authored-by: Toby Hodges <[email protected]>

* Apply suggestions from code review

Co-authored-by: Toby Hodges <[email protected]>

---------

Co-authored-by: Carsten Schnober <[email protected]>
Co-authored-by: Toby Hodges <[email protected]>

v1.1.1

Just to trigger a new release on Zenodo (hopefully)

v1.1.0

A selection of the bigger changes:

• Use of dollarstreet dataset instead of CIFAR-10
• Transfer learning episode
• Outlook episode
• Better explanation of important concepts like computations in the neuron, activation functions, cost function, and more.
• Less typing over of long pieces of code, more learning about deep learning

v1.0.0

First stable version