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id TASK-13
title Feature output: dense float64 (n,k) numpy mode
status To Do
assignee
created_date 2026-07-18 15:52
updated_date 2026-07-19 15:50
labels
feature-output
milestone m-1
dependencies
priority high
ordinal 13000

Description

Dense float64 (n,k) matrix output on the columnar path for numeric feature sets (scalers/trees/numeric sklearn). Immediate win, no new engine. Part of the feature-output model (records/dense/sparse); see doc-10.

Acceptance Criteria

  • #1 infer/transform can emit a dense float64 (n,k) matrix, sklearn-consumable
  • #2 records mode (pydantic) unchanged