455 CARDS · 41 WEEKS · EVERY SOURCE THE PLAN NAMES
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.
13 cards shown. Stashes: LABLOOP-W00 Notebook (15) LABLOOP-W01 Notebook (18) LABLOOP-W02 Notebook (15) LABLOOP-W03 Notebook (19) LABLOOP-W04 Notebook (17) LABLOOP-W05 Notebook (16) LABLOOP-W06 Notebook (12) LABLOOP-W07 Notebook (12) LABLOOP-W08 Notebook (15) LABLOOP-W09 Notebook (10) LABLOOP-W10 Notebook (11) LABLOOP-W11 Notebook (12) LABLOOP-W12 Notebook (12) LABLOOP-W13 Notebook (13) LABLOOP-W14 Notebook (12) LABLOOP-W15 Notebook (10) LABLOOP-W16 Notebook (14) LABLOOP-W17 Notebook (13) LABLOOP-W18 Notebook (10) LABLOOP-W19 Notebook (10) LABLOOP-W20 Notebook (10) LABLOOP-W21 Notebook (13) LABLOOP-W22 Notebook (10) LABLOOP-W23 Notebook (9) LABLOOP-W24 Notebook (9) LABLOOP-W25 Notebook (12) LABLOOP-W26 Notebook (11) LABLOOP-W27 Notebook (10) LABLOOP-W28 Notebook (6) LABLOOP-W29 Notebook (7) LABLOOP-W30 Notebook (10) LABLOOP-W31 Notebook (8) LABLOOP-W32 Notebook (5) LABLOOP-W33 Notebook (13) LABLOOP-W34 Notebook (12) LABLOOP-W35 Notebook (10) LABLOOP-W36 Notebook (8) LABLOOP-W37 Notebook (7) LABLOOP-W38 Notebook (6) LABLOOP-W39 Notebook (6) LABLOOP-W40 Notebook (6)
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
In: LABLOOP-W13 Notebook
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
In: LABLOOP-W13 Notebook
Tuesday · after Holmes & Huber, Modern Statistics for Modern Biology, ch. 1 (generative models for discrete data…
EMBL link may move) (75 min)
In: LABLOOP-W13 Notebook
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)
In: LABLOOP-W13 Notebook
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)
In: LABLOOP-W13 Notebook
Saturday sandbox
Steve Brunton "Neural ODEs" (YouTube)
In: LABLOOP-W13 Notebook
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
In: LABLOOP-W13 Notebook
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)
In: LABLOOP-W13 Notebook
Saturday sandbox · after Karniadakis et al. (2021), "Physics-informed machine learning"
Stanford CS197 (cs197.stanford.edu), lecture on "vertical paper structure" (verify lecture title)
In: LABLOOP-W13 Notebook
examples/ode_demo.py: learn a spiral's dynamics; read how a neural network replaces the right-hand side of an ODE
In: LABLOOP-W13 Notebook
Optional JAX alternative with excellent docs on neural ODEs
In: LABLOOP-W13 Notebook
Put the Paper 1 skeleton into a Quarto manuscript; make paper builds a PDF with placeholder figures
In: LABLOOP-W13 Notebook
Browse the datasets examples for pushing a dataset with a card from code
In: LABLOOP-W13 Notebook