LABLOOP · THE DECK

455 CARDS · 41 WEEKS · EVERY SOURCE THE PLAN NAMES

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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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Type Watch Read Run Track Biology AI & stats Build Craft Depth Core Optional Time ≤15 ≤30 ≤60 Week This week Clear all

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1/13 Read 30 min? W13 Monday Craft

Mensh & Kording (2017), "Ten simple rules for structuring papers"

Monday build block · Read it inside Monday's build block

Build-block reading · Mensh & Kording (2017), "Ten simple rules for structuring papers", PLoS Computational Biology 13(9):e1005619

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In: LABLOOP-W13 Notebook

2/13 Read 30 min? W13 Tuesday Biology

Holmes & Huber, Modern Statistics for Modern Biology, ch. 1 (generative models for discrete data…

Holmes & Huber, Modern Statistics for Modern Biology, ch. 1 (generative models for discrete data) and ch. 2 (statistical modeling) — search "Modern Statistics for Modern Biology Holmes Huber" (free online book

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In: LABLOOP-W13 Notebook

4/13 Read 30 min? W13 Thursday AI & stats

von Stosch et al. (2014), "Hybrid semi-parametric modeling in process systems engineering: past,…

von Stosch et al. (2014), "Hybrid semi-parametric modeling in process systems engineering: past, present and future", Computers & Chemical Engineering 60:86-101 (sections 1-3)

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In: LABLOOP-W13 Notebook

5/13 Read 30 min? W13 Thursday AI & stats

Chen et al. (2018), "Neural Ordinary Differential Equations"

Thursday · after von Stosch et al. (2014), "Hybrid semi-parametric modeling in process systems engineering: past,…

Chen et al. (2018), "Neural Ordinary Differential Equations", arXiv:1806.07366 (abstract + figure 1)

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In: LABLOOP-W13 Notebook

7/13 Read 30 min? W13 Saturday Sandbox optional

Coursera Writing in the Sciences (Stanford, Kristin Sainani), module 1 "Principles of effective…

Saturday sandbox · after Steve Brunton "Neural ODEs"

Coursera Writing in the Sciences (Stanford, Kristin Sainani), module 1 "Principles of effective writing" — preview for week 14

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In: LABLOOP-W13 Notebook

8/13 Read 30 min? W13 Saturday Sandbox optional

Karniadakis et al. (2021), "Physics-informed machine learning"

Saturday sandbox · after Coursera Writing in the Sciences (Stanford, Kristin Sainani), module 1 "Principles of effective…

Karniadakis et al. (2021), "Physics-informed machine learning", Nature Reviews Physics 3:422-440 (figures 1-2)

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In: LABLOOP-W13 Notebook

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