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A replication about Thompson sampling and bandit-guided sequence optimization.

A replication about automated teaching formulated as planning in a partially observable decision process.

An R replication of least-cost modeling on irregular landscape graphs using graph and triangulation concepts.

A replication about predicting metabolic biomarkers with flux-variability analysis and metabolic reconstruction.

A C++ replication about graph ordering as a way to change graph-processing performance.

An R replication of Thompson sampling for bandits whose arms have a cluster structure.

Training and inference orchestration for studying device placement, mixed precision and distributed execution without changing the scientific objective.

A guide to dual variables, transformations, problem arithmetic and canonical forms for convex optimization.

Auction-verification workload descriptors for examining computational cost prediction.

Bayesian optimization for bounded black-box objective functions.

Low-precision tensor and optimizer components for investigating memory and numerical-error tradeoffs.

Assertions and testing utilities for JAX programs, useful for expressing shape, type and transformation expectations.