GroupiSP

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• Posterior validation is too slow: every epoch scores ~14k stride-1 windows with the full metric suite

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  needs-triage

  Difficulty 5/5 Over a week Newbie friendliness 35/100

  GroupiSP/qmodem#137 · 1 comment · Opened Oct 21, 2026

• Investigate replacing MethodRun.predictive with stagereg PosteriorStage.predict

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  needs-triage

  Difficulty 4/5 1-2 days Newbie friendliness 48/100

  GroupiSP/qmodem#129 · Opened Oct 20, 2026

• Adapt the single-scenario battery case to stagereg

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  enhancement

  Difficulty 4/5 3-5 days Newbie friendliness 15/100

  GroupiSP/qmodem#98 · 1 comment · Opened Oct 12, 2026

• Consistency: specify a global precision for all numpy/JAX arrays

  May be free again @debrevitatevitae claimed this 78 days ago, and no pull request is open. Open

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  reproducibility

  GroupiSP/qmodem#74 · 1 assignee · Opened Aug 6, 2026

• CNN: replace pooling with a flattening layer

  May be free again @debrevitatevitae claimed this 78 days ago, and no pull request is open. Open

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  enhancement

  GroupiSP/qmodem#73 · 1 assignee · Opened Aug 6, 2026

• Implement cooperative VeBNN training

  May be free again @debrevitatevitae claimed this 86 days ago, and no pull request is open. Open

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  enhancement

  GroupiSP/qmodem#69 · 1 assignee · Opened Jul 29, 2026

• Ablation study: remove the Gaussian end layer from MCD, BNN and QAVI.

  May be free again @debrevitatevitae claimed this 111 days ago, and no pull request is open. Open

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  enhancement

  GroupiSP/qmodem#64 · 1 assignee · Opened Jul 3, 2026

• Hyperparameter optimization for the battery case study

  May be free again @debrevitatevitae claimed this 116 days ago, and no pull request is open. Open

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  enhancement refactoring

  GroupiSP/qmodem#62 · 1 assignee · Opened Jun 29, 2026

• Implement the local parametrization trick (LRT) for the battery BNN

  May be free again @debrevitatevitae claimed this 120 days ago, and no pull request is open. Open

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  enhancement

  GroupiSP/qmodem#60 · 1 assignee · Opened Jun 25, 2026

• [refac] Replace boolean train/test flag from CMAPSS data source with dependency injection

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  refactoring

  Difficulty 3/5 1-2 days Newbie friendliness 35/100

  GroupiSP/qmodem#53 · 1 comment · Opened May 7, 2026

• Replace print statements with logging

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  refactoring

  Difficulty 3/5 1-2 days Newbie friendliness 45/100

  GroupiSP/qmodem#50 · Opened May 5, 2026

• Improve HPO strategies and track end-to-end

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  enhancement

  Difficulty 4/5 3-5 days Newbie friendliness 30/100

  GroupiSP/qmodem#49 · Opened May 1, 2026

• Gather types into a single module

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  refactoring

  Difficulty 4/5 3-5 days Newbie friendliness 25/100

  GroupiSP/qmodem#42 · Opened Apr 22, 2026

• Refactor data and modules into use-cases

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  refactoring

  Difficulty 4/5 3-5 days Newbie friendliness 35/100

  GroupiSP/qmodem#37 · Opened Apr 20, 2026

• Coverage and testing

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  tests

  Difficulty 4/5 Over a week Newbie friendliness 8/100

  GroupiSP/qmodem#14 · Opened Mar 6, 2026

• Check linspace vs arange for indices

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  good first issue

  Difficulty 3/5 Half a day Newbie friendliness 20/100

  GroupiSP/qmodem#13 · Opened Mar 5, 2026

• Validate both sets at fixed validation timestamps (+ ADR 0003, glossary)

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  ready-for-agent

  Difficulty 4/5 3-5 days Newbie friendliness 35/100

  GroupiSP/qmodem#142 · Opened Oct 22, 2026

• K study: choose the validation-timestamp count

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  ready-for-agent

  Difficulty 5/5 Over a week Newbie friendliness 25/100

  GroupiSP/qmodem#141 · 1 comment · Opened Oct 22, 2026

• Draws-per-second probe on a fixed 1024 posterior-validation windows

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  ready-for-agent

  Difficulty 3/5 1-2 days Newbie friendliness 68/100

  GroupiSP/qmodem#140 · Opened Oct 22, 2026

• CRPS-only posterior epoch suite; diagnostics once on the best checkpoint

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  ready-for-agent

  Difficulty 4/5 3-5 days Newbie friendliness 48/100

  GroupiSP/qmodem#139 · Opened Oct 22, 2026

• Spec: validate at fixed validation timestamps; CRPS-only posterior epoch suite (#137)

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  ready-for-agent

  Difficulty 5/5 Over a week Newbie friendliness 30/100

  GroupiSP/qmodem#138 · Opened Oct 22, 2026