v0.7.0

Added

• Pick-channels feature for feature extractors (#302)
• Canonical-name aliases for dataset class registry (#306)
• Feature-as-preprocessor wrapper, including preprocessor_as_feature (#308)
• Montage registry pipeline with S3 FIF header fallback (#325)
• Embedded electrode-explorer iframe on each dataset documentation page (#326)
• Feature dataset and extractor improvements (#323)
• Feature extractor addons (#331)

Fixed

• Reconcile source / storage.base against dataset_id pattern in ingest (#329)
• Feature column-naming consistency in extractor output (#330)
• signal_decorrelation_time logic correction (#328)
• NEMAR source detection and removal of three redirecting OpenNeuro IDs (#327)
• Dataset hero badge row alignment by pinning each :width: to SVG natural size (#324)
• requestIdleCallback signature plus shield-badge aspect ratio (#322)
• Restore _rewrite_sitemap_index dropped during #318 rebase (#321)
• Rewrite homepage entry to canonical bare-host URL in sitemap (#319)
• SEO batch-2: short/missing metas, duplicate tags, plus local validator and audit log (#318)
• Cap long meta descriptions broken by an apostrophe regex (#317)
• P0+P1 figure fixes — Sankey SVG export, clinical split, growth log, bubble labels

Changed

• Refactor bivariate iterator to enforce directed/undirected logic on metrics (#309, #310)
• Convert feature class decorators to functions (#305)
• Minimize runtime dependencies; replace parquet with safetensors for feature serialization

Performance

• Drop 2.2 MiB per-page payload, recover 1.1K+ 404s, add GSC/Bing/IndexNow hooks (#315)
• Vendor Fuse.js plus post-build asset fingerprinting (#320)

Documentation

• Polish catalog charts, table, intro and extend author-year alias resolution (#307)
• Structured data, Open Graph cards, meta descriptions, JS gating (#311)
• Agent-readiness, library-first hero, paper-accurate citation block (#312)
• llms.txt coverage, dataset_summary.md shrink, directive hints (#314)
• Remove AI-isms across user-facing documentation (#316)
• Redesigned social card with brand identity and code snippet