Feature extraction for marketplace recommenders v1.0.0

Files

• AGENTS.md17.1 KB
• assets/templates/_template.md1.2 KB
• gotchas.md0.7 KB
• LICENSE1.1 KB
• metadata.json4.2 KB
• NOTICE-PALATEKIT.md0.5 KB
• README.md7.1 KB
• references/_sections.md4 KB
• references/audit-measure-coverage-before-modelling.md2 KB
• references/audit-quantify-freshness-per-asset.md2.1 KB
• references/audit-sample-every-asset-type-end-to-end.md2 KB
• references/audit-separate-raw-assets-from-derived-features.md2 KB
• references/audit-verify-rights-and-privacy-before-extraction.md2 KB
• references/derive-cache-user-embedding-with-short-ttl.md2.2 KB
• references/derive-decompose-affinity-into-interpretable-subscores.md2.3 KB
• references/derive-fuse-modalities-before-item-similarity.md2.2 KB
• references/derive-precompute-i2i-nearest-neighbours-offline.md2.2 KB
• references/derive-score-u2u-as-symmetric-mutual-fit.md2.2 KB
• references/derive-use-two-tower-for-user-item-affinity.md2.7 KB
• references/firstp-ask-what-signal-a-human-uses.md2.2 KB
• references/firstp-kill-features-a-popularity-baseline-already-captures.md2.2 KB
• references/firstp-prefer-directly-observed-over-learned.md2 KB
• references/firstp-reject-features-you-cannot-serve-at-inference.md2.3 KB
• references/firstp-start-from-the-decision-not-the-algorithm.md2.5 KB
• references/firstp-tie-every-feature-to-a-specific-solution.md1.9 KB
• references/listing-declare-categorical-fields-for-bounded-vocabularies.md2.5 KB
• references/listing-embed-description-with-pretrained-sentence-encoder.md2 KB
• references/listing-encode-pet-requirements-as-structured-triples.md2.2 KB
• references/listing-extract-stay-duration-shape-not-just-length.md2 KB
• references/listing-hash-geo-to-hierarchies-not-raw-lat-lon.md1.8 KB
• references/listing-multi-hot-encode-amenity-lists.md2.2 KB
• references/playbooks/discovering.md13.2 KB
• references/prove-dedicate-random-exploration-slice-to-new-features.md2 KB
• references/prove-kill-features-that-dont-earn-maintenance.md2.2 KB
• references/prove-measure-lift-against-feature-ablated-variant.md2 KB
• references/prove-retain-feature-free-baseline-permanently.md2 KB
• references/prove-ship-one-feature-at-a-time.md2.1 KB
• references/quality-freeze-feature-schemas-per-model-version.md2.3 KB
• references/quality-gate-features-on-coverage-and-drift.md2.5 KB
• references/quality-scrub-pii-before-features-leave-secure-zone.md2.2 KB
• references/quality-serve-training-and-inference-from-one-store.md2.5 KB
• references/quality-version-feature-definitions-in-one-registry.md2.3 KB
• references/vision-detect-room-types-before-detecting-amenities.md2.2 KB
• references/vision-extract-per-object-counts-not-just-presence.md2.2 KB
• references/vision-fine-tune-on-your-domain-when-clip-underperforms.md2.2 KB
• references/vision-pool-embeddings-across-a-listings-photo-set.md2 KB
• references/vision-quantify-image-quality-separately-from-content.md2.1 KB
• references/vision-use-clip-for-zero-shot-listing-embeddings.md2 KB
• references/wizard-capture-experience-as-counts-and-dates.md2.5 KB
• references/wizard-make-skips-genuine-and-log-them.md2.2 KB
• references/wizard-order-questions-by-information-gain.md2.3 KB
• references/wizard-prefer-multiple-choice-over-free-text.md2.3 KB
• references/wizard-separate-hard-constraints-from-soft-preferences.md2.4 KB
• SKILL.md14.2 KB