All pull requests

Pull requests

• Fix HistogramBinning ignoring nbins in multiclass and multilabel calibration

  #1340·Edwin0080 opened Oct 27, 2026·

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• Add YAIB benchmark tasks for MIMIC-IV

  #1338·Logiquo opened Oct 27, 2026Collaborator·3/3·

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  1

• Add timeseries label processors and normalization options

  #1337·Logiquo opened Oct 27, 2026Collaborator·2/3·

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  1

• Add timeseries_binary and timeseries_regression model modes

  status: manual
  #1336·Logiquo opened Oct 27, 2026Collaborator·1/3·

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  8

• Add RC3P rank-calibrated class-conditional conformal prediction

  status: automatic
  #1335·DarylOkeke opened Oct 27, 2026Contributor·

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  10

• [WIP] Migrate SHHS dataset to PyHealth 2.x (E3)

  #1331·mdziezyc opened Oct 26, 2026·

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  1

• Allow litdata 0.2.68+ by disabling POSIX-fast and batched decoding on subsets

  status: manual
  #1330·Logiquo opened Oct 26, 2026Collaborator·

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  13

• Add minimal base abstraction for pyhealth.benchmarks

  #1329·fbonc opened Oct 26, 2026Contributor·

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  1

• docs: describe AI review with /review in the contributor guide

  status: manual
  #1328·jhnwu3 opened Oct 25, 2026Collaborator·

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  13

• Fix regression_metrics_fn docstring example and shape check

  status: manual
  #1324·absyed-lab opened Oct 22, 2026·

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  9

• feat: Add PTB-XL dataset and ProtoECGNet model for multi-label ECG classification

  status: automatic
  #1323·irvifa opened Oct 21, 2026·

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  29

• autoimprove: literature knowledge (KnowledgeBase, citation check, gap report)

  status: manual
  #1321·solarsys opened Oct 20, 2026Collaborator·

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  3

• autoimprove: feature search (alternating cycles, confirmation, pruning, review gate)

  #1320·solarsys opened Oct 20, 2026Collaborator·

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  1

• autoimprove: features as data (FeatureSpec, FeatureSpace, future-blind test)

  #1319·solarsys opened Oct 20, 2026Collaborator·

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  1

• autoimprove: clinical explanation, clinical performance and review

  #1318·solarsys opened Oct 20, 2026Collaborator·

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  1

• autoimprove: explained runs (decision log, one-SE selection, attribution, report)

  #1317·solarsys opened Oct 20, 2026Collaborator·

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  1

• MLP and LogisticRegression: embed time series per step, not flattened

  status: manual
  #1315·solarsys opened Oct 20, 2026Collaborator·

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  24

• Add a MIMIC-III code-set mode to GAN, with tests and an example notebook

  status: manual
  #1303·margaretdu opened Oct 16, 2026·

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  8

• [Feature] Add custom CSV EHR dataset adapter for lightweight onboarding

  status: manual
  #1298·burual opened Oct 15, 2026·

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  1

• Closes #913: Add split_by_predefined and document how to port official dataset splits

  status: automatic
  #1293·Aprameyaraya opened Oct 14, 2026·

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  1

  3

• Order same-timestamp events by source-file row, so set_task is the same on every cache build

  status: manual
  #1291·solarsys opened Oct 12, 2026Collaborator·

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  31

• Implemented hits@k with a configurable cutoff in multiclass_metrics_f…

  status: automatic
  #1289·Karnis052 opened Oct 11, 2026·

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  1

  6

• Bound SHHS sleep staging epochs to available annotations

  status: conflict
  #1288·cpruijsen opened Oct 9, 2026Contributor·

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  1

  6

• Add configurable minimum gap for MIMIC4 readmission

  status: manual
  #1275·thebean27 opened Oct 6, 2026·

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  1

  17

• Add LogisticRecalibration for intercept and slope updating

  status: manual
  #1272·yfeng3212 opened Oct 6, 2026·

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  1

  8