Issues

• Eventual upgrade of RFPImp version

  wait
  GilesStrong/lumin#80 · Filter by author GilesStrong opened on Jun 9, 2020
  2

• Setup CI and Actions

  enhancementideamedium priority
  GilesStrong/lumin#76 · Filter by author GilesStrong opened on Jun 8, 2020
  2

  

• Uncertainty bands for plot_roc

  good first issueimprovementlow priority
  GilesStrong/lumin#74 · Filter by author GilesStrong opened on Jun 8, 2020

• Change HEPAugFoldYielder to callback?

  disruptiveimprovementinvestigationmedium priority
  GilesStrong/lumin#73 · Filter by author GilesStrong opened on Jun 8, 2020

• Wrapper methods for YellowBrick / generic plot-method wrapper?

  enhancementinvestigationlow priority
  GilesStrong/lumin#72 · Filter by author GilesStrong opened on Jun 8, 2020

• JIT compilation?

  improvementinvestigationmedium priority
  GilesStrong/lumin#70 · Filter by author GilesStrong opened on Jun 8, 2020

• Improve plot_feat method (AKA move to latest Seaborn once released)

  improvementmedium prioritywait
  GilesStrong/lumin#69 · Filter by author GilesStrong opened on Jun 8, 2020

• Train-time data-augmentation for parameterised learning

  enhancementlow priority
  GilesStrong/lumin#68 · Filter by author GilesStrong opened on Jun 8, 2020

• Add Literal types (aka move to Python 3.8)

  disruptiveenhancementideainvestigation
  GilesStrong/lumin#65 · Filter by author GilesStrong opened on Jun 6, 2020

• Add __repr__ to ModelBuilder

  good first issueimprovementlow priority
  GilesStrong/lumin#64 · Filter by author GilesStrong opened on Jun 6, 2020

• Investigate usage of DeepLift & SHAP

  enhancementinvestigationlow priority
  GilesStrong/lumin#63 · Filter by author GilesStrong opened on Jun 6, 2020

• Add SOTA optimisers

  enhancementgood first issuelow priority
  GilesStrong/lumin#61 · Filter by author GilesStrong opened on Jun 6, 2020
  7

• Docstrings: imperative to descriptive

  low priority
  GilesStrong/lumin#60 · Filter by author GilesStrong opened on Jun 6, 2020

• Ratio plots

  enhancementlow priority
  GilesStrong/lumin#59 · Filter by author GilesStrong opened on Jun 6, 2020

• Optimise exponentiation

  improvementinvestigationlow priority
  GilesStrong/lumin#58 · Filter by author GilesStrong opened on Jun 6, 2020

• Expand/change Ensemble to include AbsEndcap

  good first issueimprovementlow priority
  GilesStrong/lumin#55 · Filter by author GilesStrong opened on Jun 6, 2020

• Polyak averaging for test-time data-augmetation

  enhancementgood first issuelow priority
  GilesStrong/lumin#54 · Filter by author GilesStrong opened on Jun 5, 2020

• Example of PlotSettings

  low priority
  GilesStrong/lumin#53 · Filter by author GilesStrong opened on Jun 5, 2020

• Introduction of training phases

  disruptiveenhancementlow priority
  GilesStrong/lumin#52 · Filter by author GilesStrong opened on Jun 5, 2020

• Minimum improvement early stopping callback

  enhancementgood first issuelow priority
  GilesStrong/lumin#51 · Filter by author GilesStrong opened on Jun 5, 2020

• Multi-threaded data loading and augmentation?

  improvementlow priority
  GilesStrong/lumin#50 · Filter by author GilesStrong opened on Jun 5, 2020

• Colour scheme for LUMIN

  help wantedimprovementlow priority
  GilesStrong/lumin#49 · Filter by author GilesStrong opened on Jun 5, 2020

• Tests

  enhancementmedium priority
  GilesStrong/lumin#48 · Filter by author GilesStrong opened on Jun 5, 2020

• Check HEPAugFoldYielder and test-time augmentation

  help wantedinvalidinvestigationmedium priority
  GilesStrong/lumin#46 · Filter by author GilesStrong opened on Jun 4, 2020

• Feature importance from DataFrame

  enhancementgood first issuelow priority
  GilesStrong/lumin#45 · Filter by author GilesStrong opened on Jun 4, 2020