nhsengland/NHSSynth

Issues

• Implications of the hook-related warning thrown when using Opacus

  #38 opened 2 years ago by HarrisonWilde
  1

• GraVis not working on MetaTransformer

  #114 opened 5 months ago by jrpearson-nhs
  0

• Add GAN implementation

  #94 opened a year ago by HarrisonWilde
  0

• Input col argument for the dataloader doesn't work

  #112 opened a year ago by HarrisonWilde
  0

• Is it worth reconsidering the way data is packaged to be presented in the dashboard?

  #111 opened a year ago by HarrisonWilde
  0

• Improve documentation for `ColumnMetaData` and `Constraints`

  #110 opened a year ago by HarrisonWilde
  0

• Continuous column transformer behaviour

  #108 opened a year ago by HarrisonWilde
  0

• Add a new plot type to the dashboard to view a "metric space" (selection of one or two metrics) with configs / architectures / repeats scattered across

  #107 opened a year ago by HarrisonWilde
  0

• Better plotting implementation in the dashboard

  #105 opened a year ago by HarrisonWilde
  0

• Add dashboard for viewing `EvalFrame.collect()` output

  #100 opened a year ago by HarrisonWilde
  0

• Allow for non-combinatoric grid specifications of model parameters

  #101 opened a year ago by HarrisonWilde
  0

• Reset SDMetrics version to 0.11.0 upon release

  #89 opened a year ago by HarrisonWilde
  1

• Better way to propagate generations and evaluations than the current nested dictionaries?

  #85 opened a year ago by HarrisonWilde
  1

• Should we offer a facility to drop columns from the data?

  #70 opened a year ago by HarrisonWilde
  0

• Fix `shared_optimizer` workflow for DP models

  #43 opened 2 years ago by HarrisonWilde
  0

• Implement a framework for downstream task evaluation

  #78 opened a year ago by HarrisonWilde
  0

• Add DECAF implementation

  #97 opened a year ago by HarrisonWilde
  0

• Add PATE-GAN implementation

  #96 opened a year ago by HarrisonWilde
  0

• Add DP-GAN implementation

  #95 opened a year ago by HarrisonWilde
  0

• Support the learning of a rounding scheme

  #69 opened a year ago by HarrisonWilde
  0

• Fix progress output of model training for notebooks

  #82 opened a year ago by HarrisonWilde
  2

• Support multi-resolution numeric columns

  #92 opened a year ago by HarrisonWilde
  0

• Add file-level docstrings

  #29 opened a year ago by HarrisonWilde
  0

• Implement marginal model missingness replacement for the `ClusterTransformer`

  #87 opened a year ago by HarrisonWilde
  0

• Add support for Python 3.11 once SDMetrics supports it

  #67 opened a year ago by HarrisonWilde
  0

• Further improve the Python API for the package to complement the CLI

  #73 opened a year ago by HarrisonWilde
  0

• How should columns that contain the same value be treated by the `MetaTransformer`?

  #66 opened a year ago by HarrisonWilde
  0

• Support repeated execution of multiple model architectures fully

  #42 opened a year ago by HarrisonWilde
  0

• Utilising the `DropMissingnessStrategy` on a subset of columns breaks `AugmentMissingnessStrategy` columns

  #79 opened a year ago by HarrisonWilde
  0

• Fix missing value replacement for the `OHETransformer`

  #74 opened a year ago by HarrisonWilde
  0

• Torch 2.0.1 doesn't work with poetry

  #75 opened a year ago by HarrisonWilde
  0

• Refine Python importable interface with the package

  #27 opened a year ago by HarrisonWilde
  0

• Look into the "new wave" of diffusion model based approaches

  #37 opened 2 years ago by HarrisonWilde
  0

• Add robust beta-divergence loss to VAE

  #44 opened 2 years ago by HarrisonWilde
  0

• Write tests for the new `MetaTransformer`

  #64 opened 2 years ago by HarrisonWilde
  0

• Write tests for all the modules as they stand

  #48 opened a year ago by HarrisonWilde
  0

• Build our own transformers to drop RDT dependency

  #63 opened a year ago by HarrisonWilde
  0

• Move to using the internal `DataProcessor` class?

  #33 opened a year ago by HarrisonWilde
  0

• Should `Synthesizer` be exposed to the user at all given we don't end up using it and the inference doesn't change much?

  #32 opened a year ago by HarrisonWilde
  0

• Imputation strategy argument?

  #31 opened a year ago by HarrisonWilde
  0

• Improve on hacky method of composing CBN and OHE

  #30 opened a year ago by HarrisonWilde
  0

• Add support for `tz` specification in config / setup of `DateTimeTransformer`s

  #65 opened a year ago by HarrisonWilde
  0

• Measure code coverage and present in repo

  #46 opened 2 years ago by HarrisonWilde
  2

• CI/CD for pytest testing suite

  #49 opened 2 years ago by HarrisonWilde
  1

• Implement CLI testing

  #47 opened 2 years ago by HarrisonWilde
  0

• Privacy not reported during training of the `DPVAE`

  #51 opened 2 years ago by HarrisonWilde
  0

• Python 3.9 doesn't work due to pipe union type hints

  #52 opened 2 years ago by HarrisonWilde
  0

• Setup `pytest` and a suite of basic tests

  #45 opened 2 years ago by HarrisonWilde
  0

• Refactor model module

  #40 opened 2 years ago by HarrisonWilde
  0

• Rebuild `MetaTransformer` to reduce complexity

  #28 opened 2 years ago by HarrisonWilde
  0