Issues

• Require numerical reference checks for core Python and native kernel changes

  citesting
  yoavram-lab/VBPCApy#268 · Filter by author jc-macdonald opened on Oct 9, 2026 · v1.0.0 — JOSS submission

• Propagate native worker failures as Python exceptions instead of aborting the process

  bugtesting
  yoavram-lab/VBPCApy#265 · Filter by author jc-macdonald opened on Oct 9, 2026 · v1.0.0 — JOSS submission

• Relative cost-change stopping can end fits before convergence

  yoavram-lab/VBPCApy#247 · Filter by author jc-macdonald opened on Sep 30, 2026 · v1.0.0 — JOSS submission

• Early stopping for the cross-validated capacity sweep

  yoavram-lab/VBPCApy#248 · Filter by author jc-macdonald opened on Sep 30, 2026 · JOSS supporting improvements (optional)
  1

• Retune VBPCA defaults after backend optimization on modern shape and missingness regimes

  algorithmbenchmarkHPC
  yoavram-lab/VBPCApy#214 · Filter by author jc-macdonald opened on Sep 28, 2026 · v1.0.0 — JOSS submission
  2

• Make the enabled slowing-down convergence rule reachable or remove it

  yoavram-lab/VBPCApy#193 · Filter by author jc-macdonald opened on Sep 27, 2026 · v1.0.0 — JOSS submission
  1

• Benchmark stopping policies against long-run posterior stability

  yoavram-lab/VBPCApy#186 · Filter by author jc-macdonald opened on Sep 27, 2026 · v1.0.0 — JOSS submission
  2

• v0.5 roadmap: native scikit-learn estimators, typed APIs, and missing-aware pipelines

  feature
  yoavram-lab/VBPCApy#180 · Filter by author jc-macdonald opened on Sep 25, 2026 · v0.5.0 — scikit-learn compatibility & typed pipelines

• Support scikit-learn feature names and output containers

  featuretesting
  yoavram-lab/VBPCApy#179 · Filter by author jc-macdonald opened on Sep 25, 2026 · v0.5.0 — scikit-learn compatibility & typed pipelines

• Define and implement mask-aware scikit-learn Pipeline semantics

  featuretesting
  yoavram-lab/VBPCApy#178 · Filter by author jc-macdonald opened on Sep 25, 2026 · v0.5.0 — scikit-learn compatibility & typed pipelines

• TypedDict (or dataclass) for pca_full() return value with descriptive key names

  feature
  yoavram-lab/VBPCApy#93 · Filter by author jc-macdonald opened on Apr 9, 2026 · v0.5.0 — scikit-learn compatibility & typed pipelines

• Replace solver option dictionaries with a typed configuration compatible with sklearn cloning

  feature
  yoavram-lab/VBPCApy#92 · Filter by author jc-macdonald opened on Apr 9, 2026 · v0.5.0 — scikit-learn compatibility & typed pipelines

• Use str Enums for categorical options (algorithm, init, compat_mode)

  feature
  yoavram-lab/VBPCApy#91 · Filter by author jc-macdonald opened on Apr 9, 2026 · v0.5.0 — scikit-learn compatibility & typed pipelines

• Zarr I/O backend for large arrays

  featureI/O
  yoavram-lab/VBPCApy#49 · Filter by author jc-macdonald opened on Apr 2, 2026 · Post-submission roadmap

• Pass sklearn check_estimator test suite

  testing
  yoavram-lab/VBPCApy#39 · Filter by author jc-macdonald opened on Apr 2, 2026 · v0.5.0 — scikit-learn compatibility & typed pipelines

• Input validation at the public API boundary

  featuretesting
  yoavram-lab/VBPCApy#38 · Filter by author jc-macdonald opened on Apr 2, 2026 · v0.5.0 — scikit-learn compatibility & typed pipelines
  1

• Declare current scikit-learn estimator tags

  feature
  yoavram-lab/VBPCApy#37 · Filter by author jc-macdonald opened on Apr 2, 2026 · v0.5.0 — scikit-learn compatibility & typed pipelines

• Use native scikit-learn estimator inheritance and validation

  feature
  yoavram-lab/VBPCApy#36 · Filter by author jc-macdonald opened on Apr 2, 2026 · v0.5.0 — scikit-learn compatibility & typed pipelines
  1

• JOSS submission checklist

  documentation
  yoavram-lab/VBPCApy#30 · Filter by author jc-macdonald opened on Mar 26, 2026 · v1.0.0 — JOSS submission
  3

• Add benchmark regression CI job

  cihelp wanted
  yoavram-lab/VBPCApy#28 · Filter by author jc-macdonald opened on Mar 26, 2026 · JOSS supporting improvements (optional)

• Publish conda-forge recipe

  help wantedpackaging
  yoavram-lab/VBPCApy#27 · Filter by author jc-macdonald opened on Mar 26, 2026 · JOSS supporting improvements (optional)
  1

• Create example gallery for documentation site

  documentationexamples
  yoavram-lab/VBPCApy#25 · Filter by author jc-macdonald opened on Mar 26, 2026 · v1.0.0 — JOSS submission
  1

• Adopt samples × features at the VBPCA estimator boundary with a legacy migration path

  featurepreprocessing
  yoavram-lab/VBPCApy#23 · Filter by author jc-macdonald opened on Mar 26, 2026 · v0.5.0 — scikit-learn compatibility & typed pipelines
  1

• MissingAwareSparseOneHotEncoder: support string categories

  featurehelp wantedpreprocessing
  yoavram-lab/VBPCApy#21 · Filter by author jc-macdonald opened on Mar 26, 2026 · Post-submission roadmap

• inverse_transform() should return sparse output when input was sparse

  featurehelp wantedpreprocessing
  yoavram-lab/VBPCApy#20 · Filter by author jc-macdonald opened on Mar 26, 2026 · Post-submission roadmap