q.dataset Roadmap

No open work is currently listed. The initial dataset lifecycle now includes strict index or named-key assembly, optional named partitions, fixed temporal partitions, sklearn-backed expanding and rolling folds, dataset-bound fold facades, label-horizon purging, row/session and timedelta embargoes, persistence, diagnostics, leakage audits, and split-aware transformation pipelines.