Search results

test: end-to-end and FittedImputer tests for adaptive MICE

Status: Open.

#162 In DEVunderdog/DataForgeML;

· DEVunderdog opened on Jun 18, 2026

feat: n_nearest_features selection for large MICE blocks via Pearson correlation

Status: Open.

#161 In DEVunderdog/DataForgeML;

· DEVunderdog opened on Jun 18, 2026

feat: skew-driven initial_strategy for MICE IterativeImputer

Status: Open.

#160 In DEVunderdog/DataForgeML;

· DEVunderdog opened on Jun 18, 2026

feat: dynamic max_iter and tol for MICE via seven-signal framework

Status: Open.

#159 In DEVunderdog/DataForgeML;

· DEVunderdog opened on Jun 18, 2026

feat: MICE estimator selection via NonlinearityTag + Unpredictable all-fallback

Status: Open.

#158 In DEVunderdog/DataForgeML;

· DEVunderdog opened on Jun 18, 2026

feat: add three MICE config fields to NumericImputationConfig

Status: Open.

#157 In DEVunderdog/DataForgeML;

· DEVunderdog opened on Jun 18, 2026

PRD: Documentation Strategy — numpy-style docstrings, mkdocs + mkdocstrings, retroactive pass

documentationImprovements or additions to documentationImprovements or additions to documentation

Status: Open.

#106 In DEVunderdog/DataForgeML;

· DEVunderdog opened on Jun 6, 2026

Scope 16: Missing Phase 1 Signals — Bimodality, Tail Asymmetry Ratio, Outlier Density

Status: Open.

#105 In DEVunderdog/DataForgeML;

· DEVunderdog opened on Jun 6, 2026

Scope 14: Per-Column Strategy Customisability — per_column_strategy and per_column_constant_fill

Status: Open.

#103 In DEVunderdog/DataForgeML;

· DEVunderdog opened on Jun 6, 2026

Scope 9: Split Design and Imbalance Checking — proportional checks, test-side warning, compound missingness signal, fit_transform tuple return

Status: Open.

#98 In DEVunderdog/DataForgeML;

· DEVunderdog opened on Jun 4, 2026

Scope 8: MNAR Treatment — data-derived fill replaces sentinel constant

Status: Open.

#97 In DEVunderdog/DataForgeML;

· DEVunderdog opened on Jun 4, 2026

Scope 6: Strategy Decision Engine — Routing Signals and Distribution Shape Escalation

Status: Open.

#95 In DEVunderdog/DataForgeML;

· DEVunderdog opened on Jun 1, 2026