seapig v0.2.0

seapig v0.2.0

Features

• add multi-metric support to RiskCoverageMetric and allow get_curve to return multiple curves (#157).
• expose knn_search method to return distances and indices (#143).
• rename kpn to offset and apply mean padding (#140).

Bug fixes

• revert risk-coverage ordering to correct behavior (#157).

Refactor & Performance

• refactor: switch to FAISS-based HNSW index in place of nmslib (#142).

Documentation

• switch to "uncertainty" vocabulary (replacing "confidence") to better reflect intent (#158).
• add conda-forge references and render/readme improvements (#159).

Tests & typing

• migration to use ty for typing instead of mypy (#150).
• many new/improved tests covering RiskCoverageMetric, PCA/TensorPCA, logits, and L2 distance behavior to increase coverage to >99% (#148).

CI / Build / Chores

• multiple CI/test workflow updates and codecov fixes

Notes / Upgrade guidance

• Potential breaking change: indices serialzed to disk with version 0.1.0 are no longer supported and will result in errors.
• This release collects numerous internal improvements (tests, typing, docs) in addition to notable API and backend changes.