Issues

• Value aggregations produce all-zero matrices due to suffixed code filter

  mmcdermott/MEDS_Tabular_AutoML#168 · Filter by author florian6973 opened on Aug 19, 2026

• meds-tab-describe includes tuning and held-out shards when fitting feature metadata

  mmcdermott/MEDS_Tabular_AutoML#166 · Filter by author florian6973 opened on Aug 19, 2026

• Polars and scipy deprecation warnings block dependency upgrades

  mmcdermott/MEDS_Tabular_AutoML#160 · Filter by author mmcdermott opened on Apr 10, 2026

• Bug: Duplicate loop in label_fps dict comprehension

  mmcdermott/MEDS_Tabular_AutoML#159 · Filter by author mmcdermott opened on Apr 10, 2026

• Bug: Label mismatch error reports count of matching labels, not mismatched

  mmcdermott/MEDS_Tabular_AutoML#158 · Filter by author mmcdermott opened on Apr 10, 2026

• OOM error

  mmcdermott/MEDS_Tabular_AutoML#151 · Filter by author rvandewater opened on Oct 19, 2025
  1

• Update trilom change file detector to https://github.com/tj-actions/changed-files in PR code quality checker.

  priority:lowTechnical Debt
  mmcdermott/MEDS_Tabular_AutoML#149 · Filter by author mmcdermott opened on May 20, 2025
  1

• Feature importance

  enhancementpriority:low
  mmcdermott/MEDS_Tabular_AutoML#148 · Filter by author florian6973 opened on May 12, 2025
  5

• Potential memory leakage

  bugcomputational efficiency improvementspriority:highTabularization
  mmcdermott/MEDS_Tabular_AutoML#144 · Filter by author florian6973 opened on May 4, 2025
  8

• Progress bar

  enhancementpriority:lowUsability / Interface
  mmcdermott/MEDS_Tabular_AutoML#139 · Filter by author florian6973 opened on May 2, 2025
  3

• MEDS-Tab should report more informative error messages and fail uniformly when a prior step fails without trying to proceed through wasted steps in an expensive manner.

  priority:mediumUsability / Interface
  mmcdermott/MEDS_Tabular_AutoML#135 · Filter by author rvandewater opened on Feb 11, 2025
  3

• Tasks directory logic not clear (to me)

  bugMEDS Formal Compatabilitypriority:critical
  mmcdermott/MEDS_Tabular_AutoML#134 · Filter by author rvandewater opened on Feb 10, 2025
  4

• Test suite code is very slow.

  computational efficiency improvementsenhancementpriority:highTesting
  mmcdermott/MEDS_Tabular_AutoML#132 · Filter by author mmcdermott opened on Feb 7, 2025
  1

• We should improve the MEDS-Tab Testing & Benchmarking Suite for Greater Coverage, Robustness, Readability, and Usability

  Benchmarking (computational)priority:highTechnical DebtTesting
  mmcdermott/MEDS_Tabular_AutoML#116 · Filter by author mmcdermott opened on Feb 4, 2025

• Window indices during tabularization are sometimes None?

  bugpriority:highTabularization
  mmcdermott/MEDS_Tabular_AutoML#115 · Filter by author Oufattole opened on Feb 4, 2025

• MIMIC-IV tutorial: move steps from tabularize_meds.sh to README.md

  documentationpriority:mediumUsability / Interface
  mmcdermott/MEDS_Tabular_AutoML#104 · Filter by author prockenschaub opened on Dec 20, 2024

• M1 and M2 support on mac

  enhancementpriority:mediumUsability / Interface
  mmcdermott/MEDS_Tabular_AutoML#102 · Filter by author Simonlee711 opened on Dec 5, 2024

• Add error message for invalid label schema

  MEDS Formal Compatabilitypriority:mediumUsability / Interface
  mmcdermott/MEDS_Tabular_AutoML#95 · Filter by author Oufattole opened on Oct 21, 2024

• Clear input/output documentation can help with debugging

  documentationpriority:highUsability / Interface
  mmcdermott/MEDS_Tabular_AutoML#88 · Filter by author rvandewater opened on Aug 31, 2024

• We should distribute python typing information

  priority:lowUsability / Interface
  mmcdermott/MEDS_Tabular_AutoML#87 · Filter by author mmcdermott opened on Aug 30, 2024
  1

• We should make our config names more package specific

  enhancementpriority:mediumUsability / Interface
  mmcdermott/MEDS_Tabular_AutoML#86 · Filter by author mmcdermott opened on Aug 29, 2024
  1

• If describe_codes sees no input files, it should throw an error.

  bugpriority:mediumUsability / Interface
  mmcdermott/MEDS_Tabular_AutoML#85 · Filter by author mmcdermott opened on Aug 26, 2024
  2

• Log file path for tabularization may not be specific enough.

  mmcdermott/MEDS_Tabular_AutoML#83 · Filter by author mmcdermott opened on Aug 20, 2024

• Why are we restricting just to the first static code per patient? Shouldn't we want to summarize all static codes?

  bugpriority:criticalTabularization
  mmcdermott/MEDS_Tabular_AutoML#76 · Filter by author mmcdermott opened on Aug 11, 2024
  4

  

• This package should integrate more closely with MEDS-Transform

  priority:highTechnical DebtUsability / Interface
  mmcdermott/MEDS_Tabular_AutoML#75 · Filter by author mmcdermott opened on Aug 11, 2024