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Commits on Jul 3, 2026

• perf: factorize-once + bincount MAP demeaning, max_iter 10k parity, FE-spanned regressor guard (#601)

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Commits on Jun 29, 2026

• feat(estimators): iterative alternating-projection demeaning for N-way absorbed FE (#586)

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Commits on Jun 28, 2026

• perf(within-transform): drop the redundant full-frame copy in within_transform

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Commits on Jun 24, 2026

• fix(wild-bootstrap): CI fixes — Sphinx docstring + Rust-backend reproducibility tolerances

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• fix(wild-bootstrap): correct enumeration trigger to match fwildclusterboot (CI review P1)

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• docs(wild-bootstrap): address AI review round 4 (P3 enumeration wording)

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• fix(wild-bootstrap): address AI review round 3 (degenerate-design P0)

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• docs(wild-bootstrap): address AI review round 2 (P2/P3 doc + test polish)

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• fix(wild-bootstrap): address AI review round 1 (floor consistency, p_val_type propagation)

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• fix(wild-bootstrap): impose null in WCR bootstrap + test-inversion CI (#543)

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Commits on Jun 1, 2026

• Derive reserved FE-dummy names without materializing the dummy matrix (perf)

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• Add validate_design_term_names backstop for fixed-effect dummy collisions

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• Reject covariate names that collide with reserved structural terms (DiD family)

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Commits on May 19, 2026

• utils: enforce all-or-nothing NaN inference contract on degenerate bootstrap

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• utils: fix wild_bootstrap NaN propagation on rank-deficient designs

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Commits on Apr 24, 2026

• Address PR #355 R5 P2 + P3: unify reg_weights shape failure + doc sweep

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• Address PR #355 R1: weighted λ centering + weights=None survey designs

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• Add weighted Frank-Wolfe kernel with per-unit regularization weights

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Commits on Apr 23, 2026

• Address PR #351 R11 P3: document return_convergence tuple return

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Commits on Apr 22, 2026

• Fix silent Rust FW non-convergence in SDID bootstrap aggregate warning

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• Warm-start Frank-Wolfe to match R's vcov shape; pin artifact cadence

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Commits on Apr 20, 2026

• Address PR #344 CI review P3s: clarify utils.py note; add lambda_reg + backend-parity regressions

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• Delete compute_synthetic_weights shim; inline Frank-Wolfe in rank_control_units

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Commits on Apr 19, 2026

• Address CI AI review: close remaining axis-E sites + warning accuracy

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• Address local AI review P2/P3 findings

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• Surface row-count for axis-E silent coercion / drop sites

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Commits on Apr 18, 2026

• Signal non-convergence in Frank-Wolfe SC weight solver (numpy path)

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• Document max_iter and tol parameters in within_transform docstring

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• Signal non-convergence in within_transform weighted alternating projection

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• Signal non-convergence in FE imputation alternating-projection solvers

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Commits on Mar 28, 2026

• Guard all replicate-df paths for NaN inference when rank <= 1

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Commits on Mar 20, 2026

• Fix P0/P1/P2/P3 issues from PR #218 review

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• Add survey data support (Phases 1-2): core infrastructure and base estimator integration

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• Spring cleanup: bootstrap NaN-gating, mypy fixes, doc snippet hardening

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Commits on Mar 15, 2026

• Optimize CallawaySantAnna covariate path with Cholesky and pscore caching

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