Examples#
The examples in this repository are runnable research-oriented scripts. They are designed to show not only API usage, but how the library fits into realistic experimental workflows. The featured examples below list dependencies, expected scope, and the primary concept they demonstrate.
Featured Examples#
Basic Usage#
Construct and serialize a compact study definition.
Requires: base install Runtime: short Teaches: study schema basics, hypotheses, outcomes, and serialization
Monty Hall Simulation#
Run a tiny randomized probability simulation with the core study API.
Requires: base install Runtime: short Teaches: reproducible RNG, condition-level simulation, summary artifact generation
DOE Capabilities#
Generate and inspect multiple DOE strategies.
Requires: base install Runtime: short Teaches: design-type selection, condition-space control, DOE interpretation
Recipe Prompt Framing Run#
Instantiate and execute a recipe-backed prompt-framing study.
Requires: base install; this script uses deterministic mock components Runtime: medium Teaches: recipe configuration, checkpointed run flow, canonical artifact outputs
Recipe Optimization Benchmark Run#
Run a recipe-configured optimization benchmarking study.
Requires: base install; this script uses deterministic mock components Runtime: medium Teaches: benchmark study composition, replication control, analysis export path
Recipe Strategy Comparison Run#
Run a packaged-problem strategy comparison study with factor-bound agent arms.
Requires: base install; this script uses deterministic mock components Runtime: medium Teaches: generalized comparison recipes, factor-bound agent execution, canonical summary export