publish: release 0.14.0

[github-actions]

🤖 I have created a release beep boop

0.14.0 (2026-06-09)

⚠ BREAKING CHANGES

• model: backend-agnostic explanation contract + backend registry (#260)
• replace scattered task_kind dispatch with TaskFamily strategy objects (#252) (refactor!: replace scattered task_kind dispatch with TaskFamily strategy objects (#252) #256)

Features

• communicate reproducibility caveat for stochastic methods (#251) (#268) (0b68d10)
• data: folder-as-label (ImageFolder-style) ingestion (#264) (#265) (ba7bda0)
• model: tree/tabular backend + SHAP TreeExplainer end-to-end (#246) (#298) (5081914)
• robustness: make algo invocation configurable and expand the list of supported algos for all current libs (#281) (4ca6ec0)
• transparency: add captum NoiseTunnel (SmoothGrad/VarGrad) support (#294) (c93268a)
• transparency: first-class structured attribution payloads (#101) (#292) (4bd646d)
• transparency: SHAP modern-API dispatch + captum Layer* generalization (#267) (#275) (fbf3f92)

Bug fixes

• data: attribute preprocessing-off warning to data module and reword for non-image configs (#302) (d740021)
• guard optional config reads, dedup detection overlay, add SHAP parity test (#254) (c8a7642)

Internal code refactoring

• data: make input modality first-class and Data-owned (refs #253) (#259) (8f358c1)
• model: backend-agnostic explanation contract + backend registry (#260) (f651503)
• remove backward-compat / legacy code (#261) (0e7add3)
• replace scattered task_kind dispatch with TaskFamily strategy objects (#252) (#256) (213bfa3)

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[github-actions]

🤖 Created releases:

• v0.14.0

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