estimate-online-covariance
Provides sklearn-style estimators for incrementally updating covariance, correlation, precision, and location matrices from streaming observations using constant work per observat…
Provides a read-only CLI for discovering, querying, downloading, and analyzing public City of Raleigh datasets, civic content, transit feeds, geospatial services, public safety data, development records, and meetings.
Query, search, and download public datasets and civic information for the City of Raleigh. Use for live ArcGIS Hub catalog discovery, ArcGIS FeatureServer and MapServer queries, ImageServer imagery exports, official Raleigh geocoding, GoRaleigh transit feeds, guest-public development records, public RaleighNC.gov content, eSCRIBE public meetings, Raleigh fire reports and inspections, and the Raleigh-Wake ECC active incident feed. Do not use for private data, authenticated operations, payments, submissions, bulk crawling, or non-public portals.
evals/evals.json
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EVIDENCE-LEDGER.md
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README.md
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tests/fixtures/escribe-agenda.html
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tests/fixtures/escribe-empty.html
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tests/fixtures/escribe-listing.html
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tests/fixtures/fire-reports-empty.json
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tests/fixtures/fire-reports-recent-lag.json
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tests/fixtures/fire-reports-results.json
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tests/fixtures/fire-reports-schema-drift.json
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tests/fixtures/fire-reports-service-error.json
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tests/fixtures/gtfs-realtime.bin
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tests/fixtures/gtfs-realtime-empty.bin
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tests/fixtures/gtfs-realtime-malformed.bin
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tests/fixtures/gtfs-realtime-stale-alert.bin
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tests/fixtures/gtfs-realtime-stale.bin
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tests/fixtures/gtfs.zip
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tests/fixtures/published-fire-statistics.json
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tests/fixtures/published-police-statistics.json
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tests/fixtures/rfd-date-empty.html
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tests/fixtures/rfd-date-malformed.html
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tests/fixtures/rfd-date-markup-drift.html
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tests/fixtures/rfd-date-results.html
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tests/fixtures/rfd-error-page.html
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tests/fixtures/rfd-inspection-empty.html
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tests/fixtures/rfd-inspection-results.html
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tests/fixtures/rfd-narrative-result.html
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tests/fixtures/rwecc-active.json
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tests/fixtures/rwecc-malformed-records.json
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tests/fixtures/rwecc-schema-drift.json
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tests/test_raleigh.py
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references/api-reference.md
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references/civic-content-reference.md
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references/dataset-catalog.md
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references/development-reference.md
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references/fire-reference.md
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references/fire-reports-reference.md
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references/imagery-reference.md
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references/incidents-reference.md
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references/meetings-reference.md
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references/police-reference.md
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references/public-safety-statistics-reference.md
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references/transit-reference.md
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scripts/canary.py
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scripts/raleigh
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scripts/raleighlib/arcgis.py
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scripts/raleighlib/civic.py
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scripts/raleighlib/cli.py
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scripts/raleighlib/core.py
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scripts/raleighlib/development.py
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scripts/raleighlib/fire_protection.py
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scripts/raleighlib/fire.py
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scripts/raleighlib/geocode.py
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scripts/raleighlib/gtfs_realtime_pb2.py
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scripts/raleighlib/gtfs-realtime.proto
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scripts/raleighlib/hub.py
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scripts/raleighlib/imagery.py
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scripts/raleighlib/incidents.py
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scripts/raleighlib/__init__.py
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scripts/raleighlib/meetings.py
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scripts/raleighlib/police.py
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scripts/raleighlib/public_safety_stats.py
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scripts/raleighlib/rfd_reports.py
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scripts/raleighlib/transit.py
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SKILL.md
SKILL.md
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Provides sklearn-style estimators for incrementally updating covariance, correlation, precision, and location matrices from streaming observations using constant work per observat…
Enables Python agents to update, assess, compare, and select online covariance, correlation, and precision estimators for streaming or dynamic-universe data.
Wraps positional online covariance estimators to process keyed observations whose named series can remain fixed or change dynamically over time.
Recommends covariance estimator classes for a 2-D dataset using dimension, conditioning, rank, correlation, and tail-behavior features, and exposes those features for inspection.
Guides an AI agent through end-to-end Kaggle competitions, including validation, modeling, OOF predictions, ensembling, remote notebook pipelines, artifact handoffs, submission sc…
Analyzes e-commerce reviews using 22-dimension AI tagging to extract customer profiles, pain points, VOC, product opportunities, anomaly signals, reports, dashboards, and optional…
Queries Open Library's public catalog for books, authors, works, editions, ISBNs, ratings, and cover URLs through a keyless Python CLI.
Assesses, designs, and evolves data architectures through workload analysis, platform and modeling tradeoffs, governance, data products, data mesh, event-driven flows, and migrati…