STEM Planner

the data-science notebook i kept making by hand. for people who do the same: hypothesis logs, EDA notes, pipelines, model comparisons.

how it works
this is a page bank, not a finished planner. you choose the pages, you choose the order, and you name the six sections of the table of contents yourself. duplicate what you use daily, ignore what you don't. 10 page designs plus the complimentary basics, every one linked from the index. nothing is dated, so week one is whenever you open it.

what's inside
· hypothesis log — hypothesis, test, result, and more, with a weak-to-strong gauge
· experiment tracker — each run by method, metric, observations, and more
· EDA notes — feature, dtype, distribution, and more
· ML pipeline — features, transforms, model, and more, with quality gauges
· ML pipeline sketch — the informal version for early-stage thinking
· model comparison — models by latency, accuracy, cost, and more, with a decision
· data dictionary — variable, definition, source, and more
· assumption log — assumption, how you'd check it, what would violate it, and the implication
· error and anomaly log — symptom, context, resolution, and more, with a severity gauge
· concept map — a core idea with room to map its connections