Find your next starting point.

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?

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

An R replication about plankton coexistence, species oscillations and chaotic ecological dynamics.

Investigate How do species persistence and oscillation summaries change with solver tolerance and initial populations?

ReScience C

A Julia replication of chaotic dynamics in a three-species food-chain model.

Investigate Which finite-time trajectory and invariant summaries remain stable under step-size refinement?

ReScience C

A Python/Brian 2 replication of a basal-amygdala network model addressing context-dependent fear and extinction memories.

Investigate How sensitive is a prespecified model response contrast to integration resolution and network seed?

ReScience C

A replication of an agent-based problem-solving model comparing groups with different ability and diversity compositions.

Investigate How often does each group-selection rule perform best across evaluator-generated landscapes and fixed random seeds?

ReScience C

A replication about Hamiltonian generative networks for learning dynamical structure.

Investigate How does long-horizon energy drift compare with trajectory error on a small analytic mechanical system?