topprismdata

Submit a BC (behavioral cloning) Transformer agent for the Pokémon TCG AI Battle competition.

Progressive verification methodology for debugging complex systems.

Comprehensive EDA approach for retail/fashion/tabular ML using best-in-class libraries.

Use when: (1) optimizing post-processing thresholds for RMSLE-evaluated competitions, (2) considering zeroing out small predictions, (3)…

Use when running Python code via sandbox, when an experiment fails with a runtime error, when building self-correcting ML agents, or when…

Self-Consistency with Tool-Integrated Reasoning (SC-TIR) for mathematical problem solving.

Use when adding new skills to the library, when extracting insights from completed experiments, when consolidating lessons learned, or…

Use when: (1) Your skill repository has grown to 30+ skills and quality is inconsistent, (2) You need to audit skills for stale…

Feature engineering patterns for spatiotemporal graph prediction tasks.

Inspect watermarks, batches, document families, isolates, candidates, and formal-store health.

Blend a foundation model (Chronos-2) with a tree model (darts LightGBMModel) for Kaggle Store Sales time-series forecasting.

Polynomial features breakthrough for small tabular datasets.