GilesStrong/lumin

Issues

• Add SOTA optimisers

  #61 opened 4 years ago by GilesStrong
  7

• Setup CI and Actions

  #76 opened 4 years ago by GilesStrong
  2

• Permission errors during saving

  #47 opened 4 years ago by GilesStrong
  1

• Add Mish activation

  #71 opened 4 years ago by GilesStrong
  1

• Adversarial training for feature invariance?

  #75 opened 4 years ago by GilesStrong
  1

• Typo in pivot example

  #99 opened 4 years ago by cranmer
  1

• Check functionality in repl and .py

  #66 opened 4 years ago by GilesStrong
  1

• Consistency between epochs and subepochs for user-facing arguments

  #36 opened 4 years ago by GilesStrong
  1

• Extend LRFinder to run over multiple epochs

  #56 opened 4 years ago by GilesStrong
  1

• Way to resume ensemble training

  #57 opened 4 years ago by GilesStrong
  1

• Env detection for MetricLogger

  #67 opened 4 years ago by GilesStrong
  1

• Include AdamW

  #62 opened 4 years ago by GilesStrong
  5

• Eventual upgrade of RFPImp version

  #80 opened 4 years ago by GilesStrong
  2

• Patience correction for CycleLR

  #37 opened 4 years ago by GilesStrong
  0

• Prepare for scikit-learn 0.25

  #78 opened 4 years ago by GilesStrong
  0

• Improve importing of classes and methods / improve module layout

  #35 opened 4 years ago by GilesStrong
  0

• Investigate BootstrapResample

  #38 opened 4 years ago by GilesStrong
  1

• Make HEPAugFoldYielder work with pT eta phi coordinates

  #44 opened 4 years ago by GilesStrong
  1

• Uncertainty bands for plot_roc

  #74 opened 4 years ago by GilesStrong
  0

• Change HEPAugFoldYielder to callback?

  #73 opened 4 years ago by GilesStrong
  0

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

  #72 opened 4 years ago by GilesStrong
  0

• JIT compilation?

  #70 opened 4 years ago by GilesStrong
  0

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

  #69 opened 4 years ago by GilesStrong
  0

• Train-time data-augmentation for parameterised learning

  #68 opened 4 years ago by GilesStrong
  0

• Add Literal types (aka move to Python 3.8)

  #65 opened 4 years ago by GilesStrong
  0

• Add __repr__ to ModelBuilder

  #64 opened 4 years ago by GilesStrong
  0

• Investigate usage of DeepLift & SHAP

  #63 opened 4 years ago by GilesStrong
  0

• Docstrings: imperative to descriptive

  #60 opened 4 years ago by GilesStrong
  0

• Ratio plots

  #59 opened 4 years ago by GilesStrong
  0

• Optimise exponentiation

  #58 opened 4 years ago by GilesStrong
  0

• Expand/change Ensemble to include AbsEndcap

  #55 opened 4 years ago by GilesStrong
  0

• Polyak averaging for test-time data-augmetation

  #54 opened 4 years ago by GilesStrong
  0

• Example of PlotSettings

  #53 opened 4 years ago by GilesStrong
  0

• Introduction of training phases

  #52 opened 4 years ago by GilesStrong
  0

• Minimum improvement early stopping callback

  #51 opened 4 years ago by GilesStrong
  0

• Multi-threaded data loading and augmentation?

  #50 opened 4 years ago by GilesStrong
  0

• Colour scheme for LUMIN

  #49 opened 4 years ago by GilesStrong
  0

• Tests

  #48 opened 4 years ago by GilesStrong
  0

• Check HEPAugFoldYielder and test-time augmentation

  #46 opened 4 years ago by GilesStrong
  0

• Feature importance from DataFrame

  #45 opened 4 years ago by GilesStrong
  0

• Deprocessing of matrix data?

  #43 opened 4 years ago by GilesStrong
  0

• Improve clarity for which arguments must be set by the user

  #42 opened 4 years ago by GilesStrong
  0

• Extend code view in docs

  #41 opened 4 years ago by GilesStrong
  0

• Save & load LUMIN version for ensembles and models

  #40 opened 4 years ago by GilesStrong
  0

• Numpy version of `df2foldfile`

  #39 opened 4 years ago by GilesStrong
  0

• Missing files in sdist

  #32 opened 4 years ago by thatch
  3