Find your next starting point.

UCI Machine Learning Repository

Flower measurements for a compact, interpretable multiclass baseline and leakage audit.

Investigate How much do iris classification results change when preprocessing is restricted to training folds?

Upstream project repository

Property-based testing tools that generate and simplify test inputs.

Investigate Can a fixed property-based test expose a specified floating-point overclaim within a bounded search protocol?

UCI Machine Learning Repository

Pixelated metamaterial unit-cell designs and band-gap locations and widths for investigating simulation surrogate reliability.

Investigate How does a band-gap surrogate generalize to held-out metamaterial design regions?

UCI Machine Learning Repository

Oil-production process signals for studying event detection across operating scenarios.

Investigate How does event detection change when complete wells or production episodes are held out?

ReScience C

A replication of a model combining hippocampal and dorsal-striatal learning for spatial decision making.

Investigate How does disabling each modeled learning component change performance on a prespecified navigation test?

ReScience C

An Octave replication of a multifunctional synthetic gene-network model involving oscillatory and switching behavior.

Investigate Which simulated regime boundaries remain stable under solver refinement and small parameter perturbations?

ReScience C

A replication of a neurodynamical working-memory model using recurrent or echo-state networks.

Investigate How does recall error vary with delay length under fixed input and noise schedules?

ReScience C

A replication of reward-modulated motor learning and automaticity in a reservoir-computing model.

Investigate How do learning curves and post-training variability depend on reservoir initialization under a fixed reward schedule?

ReScience

A replication about the evolution of cooperation on graphs and social networks.

Investigate How do cooperation frequencies vary across evaluator-generated graph families under a fixed update rule?

ReScience C

A Python replication of a search-and-matching model framed through game theory and markets.

Investigate How do matching statistics change under prespecified search-cost settings, and are terminal states stable under further updates?

ReScience C

A replication examining lexical methods for measuring bias and sensitivity to seed choices.

Investigate How much does the selected bias metric vary across prespecified seed-set perturbations compared with its sampling uncertainty?

ReScience C

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

Investigate How does Thompson sampling compare with uniform allocation on evaluator-generated finite reward landscapes at equal budgets?