455 CARDS · 41 WEEKS · EVERY SOURCE THE PLAN NAMES
Everything you could study, filtered .
Every video, chapter, paper and repository in the programme, as one card each, with the time it costs and why it is there. Filter by how long you have.
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W00 · Cockpit and positioning W01 · A tank in 80 lines W02 · One hundred real batches W03 · Golden batch, with statistics W04 · L1: public and reproducible W05 · FermLit begins: the corpus W06 · The gold set (the most important … W07 · The extraction agent, measured W08 · GATE 8: technical report and L2 W09 · FermLit at scale W10 · Inter-annotator agreement and the… W11 · Dataset engineering and the repor… W12 · Endorsement route opens; hybrid m… W13 · GATE 13: FermLit v0.5 public, Pap… W14 · Write Paper 1 W15 · Review, revise, human read W16 · GATE 16: Paper 1 on bioRxiv (L3) W17 · Paper 2 experiments, complete W18 · Write Paper 2 W19 · Endorsement closed; review; site W20 · GATE 20: Paper 2 on arXiv, endors… W21 · Paper 3 scoped with a partner W22 · Baselines beaten honestly W23 · Extremophile focus W24 · GATE 24: co-authorship agreed W25 · Instrument 2 trialkit (field module) W26 · Instrument 2 (plate module) W27 · Loop Audit offer, built on papers W28 · GATE 28: first Loop Audit sold W29 · Audit delivery 1 W30 · Audit delivery 2; Paper 3 results W31 · Write Paper 3 W32 · GATE 32: Paper 3 preprint (L4 co-… W33 · Instrument 3 labdocs, part 1 W34 · labdocs, part 2 W35 · labdocs, part 3 W36 · GATE 36: journal + JOSS W37 · Pilot delivery or job process W38 · Talk delivered W39 · Fund package W40 · GATE 40: retro and decision
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2/12
Read
30 min?
W11
Monday
Build
Wilkinson et al. (2016), "The FAIR Guiding Principles for scientific data management and steward…
Monday
· after Hugging Face "Dataset Cards" documentation
Wilkinson et al. (2016), "The FAIR Guiding Principles for scientific data management and stewardship", Scientific Data 3:160018 (4 pages)
In: LABLOOP-W11 Notebook
9/12
Run
30 min
W11
Build
meta-pytorch/botorch
Tutorial closed_loop_botorch_only in Colab; replace the test function with your simulator's final titer as a function of 2 feed parameters
In: LABLOOP-W11 Notebook
10/12
Run
30 min
W11
Build
facebook/Ax
"Getting started" BO loop in 10 lines; the higher-level alternative if BoTorch feels heavy
In: LABLOOP-W11 Notebook
11/12
Run
30 min
W11
Build
biopython/biopython
Bio.Entrez to map 20 organism names to taxonomy IDs; cache results
In: LABLOOP-W11 Notebook
12/12
Run
30 min
W11
Build
huggingface/datasets (docs)
Create a private dataset repo, push a 100-row sample with a card; check the viewer renders
In: LABLOOP-W11 Notebook