scikit-learn/scikit-learn
RidgeCV on embeddings → melting temperature; report Spearman correlation with a bootstrap interval
In: LABLOOP-W17 Notebook
WEEK 17 · PAPER 2 EXPERIMENTS, COMPLETE
Do one thing.
Then you are ahead.
A clinical trial is not "we gave the drug to some people and they felt better". It is arms, doses, randomisation, repeats, and a pre-declared outcome. This week Paper 2 becomes a proper trial. Three arms (mechanistic, pure ML, hybrid), four "doses" of data (5, 10, 20, 50 batches), five seeds each so luck cannot fake a result, conformal intervals so every number carries its honest uncertainty, and a stress test on fa…
If you only do one thing this week: the learning curves with seeds
▶
THE NEXT BLOCK
How long have you got?
By Sunday you should be able to say: “I can show the learning curve and say, with an interval, below how many batches the hybrid model is the better bet.”
🔥
MOMENTUM
What you have actually done
0 min0 blocks on the timer
0 min0.0 hours measured, not estimated
0days in a row
11across the programme
0/13
Time on the timer, day by day last 14 days
S
M
T
W
T
F
S
S
M
T
W
T
F
S
2026-09-29 18:29Finished: SciPy docs, scipy.integrate.solve_ivp2026-09-29 17:44Finished: LearnChemE (CU Boulder) · "Monod Cell Growth Example (Bio)"2026-09-28 22:11Finished: Crash Course Biology #3 · "Biological Molecules2026-09-28 21:50Finished: OpenStax Biology 2e2026-09-25 11:16Finished: OpenStax Biology 2e