Vibeit Studio / Cookbook

Real questions. Reproducible answers.

Move from a research question to data, code and results on your iPad or iPhone. Each notebook brings traceable inputs, transparent methods, annotated figures and checkable exercises. Measured data and teaching models are labelled explicitly.

Explore the disciplines →Download the collection
50 workflowsEnglish & ChineseOffline core analysis
PCA of real paired airway samples
Computed in lesson 03: four donors, eight RNA-seq samples.

Explore by discipline

Each discipline follows a learning path. Completed lessons are ready to read and run.

8 recipes · Available
01

Bioinformatics

Trace sequences, expression, pathways, interactions and structures.

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6 recipes · Available
02

Data science & machine learning

Audit measured data, build models and evaluate them without leakage.

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6 recipes · Available
03

Mathematics & statistics

Connect numerical algorithms with uncertainty and statistical reasoning.

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6 recipes · Available
04

Physics

Explore measured signals, reference constants and transparent physical models.

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6 recipes · Available
05

Chemistry

Analyze molecules, chemical equilibria, reference correlations and calibration models.

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6 recipes · Available
06

Engineering

Inspect measured energy data, signal processing, circuits, structures and control.

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6 recipes · Available
07

Economics & finance

Audit public economic indicators and historical currency risk with explicit assumptions.

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6 recipes · Available
08

Humanities & social sciences

Study historical texts and social indicators through reproducible computational methods.

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