LABLOOP · THE DECK

455 CARDS · 41 WEEKS · EVERY SOURCE THE PLAN NAMES

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2/17 Read 30 min? W04 Wednesday Craft

GitHub Docs, "Referencing and citing content" and "About CITATION files"; format spec at citatio…

Wednesday build block

This is the literal procedure for Friday's DOI badge. Read it once, follow it exactly

Read exactly: The Zenodo-integration steps and the minimal CITATION.cff fields

Produce: CITATION.cff in the repo root and a rendering DOI badge in the README

Open ↗

In: LABLOOP-W04 Notebook

4/17 Read 30 min? W04 Thursday Craft

Kapoor S. & Narayanan A., "Leakage and the reproducibility crisis in machine-learning-based scie…

Thursday · M4 · after StatQuest · "Machine Learning Fundamentals: Cross Validation"

The single best paper on the exact mistake that would invalidate Paper 2. Cite it in week 08 and week 18

Read exactly: The taxonomy of eight leakage types; identify which one batch-wise CV prevents

Produce: One paragraph in the README's honest "Where it fails" section naming the leakage type you guarded against

Open ↗

In: LABLOOP-W04 Notebook

⏱ Focus Focus25:00 0 min today