stresearch/gaia

Issues

• refactor preprocessing

  #68 opened a year ago by ktrapeznikov
  0

• add stop gradients to positivity constraints.

  #66 opened a year ago by ktrapeznikov
  0

• add equality constraints

  #64 opened 2 years ago by ktrapeznikov
  0

• try Bernoulli-Gamma parametrization for positive vars

  #62 opened 2 years ago by ktrapeznikov
  0

• add constraints to variables outputs

  #16 opened 2 years ago by ktrapeznikov
  0

• Test separate model for output variables

  #40 opened 2 years ago by ktrapeznikov
  1

• Check skill vs data

  #52 opened 2 years ago by ktrapeznikov
  0

• cluster model disagreement

  #11 opened 2 years ago by ktrapeznikov
  0

• verify that C++ model and Pytorch produce same outputs

  #10 opened 2 years ago by ktrapeznikov
  0

• add documentation

  #4 opened 2 years ago by ktrapeznikov
  1

• retrain on new data

  #59 opened 2 years ago by ktrapeznikov
  0

• Use xarray for ncdf files

  #56 opened 2 years ago by ktrapeznikov
  0

• Test batch norm, dropout, batch size, l2 weight

  #55 opened 2 years ago by ktrapeznikov
  0

• Finetuning

  #48 opened 2 years ago by ktrapeznikov
  1

• experiment: compare CNN architecture

  #6 opened 2 years ago by ktrapeznikov
  0

• experiment: additional hparam sweeps

  #7 opened 2 years ago by ktrapeznikov
  0

• Upweight low levels

  #51 opened 2 years ago by ktrapeznikov
  0

• Convert all data to zarr

  #53 opened 2 years ago by ktrapeznikov
  0

• Test memory model for "inputs"

  #30 opened 2 years ago by ktrapeznikov
  0

• Update Team Members

  #46 opened 2 years ago by abhnil
  0

• Clean up interpolation support

  #39 opened 2 years ago by ktrapeznikov
  0

• fix temporal issues

  #41 opened 2 years ago by ktrapeznikov
  0

• update dataset constructor

  #42 opened 2 years ago by ktrapeznikov
  0

• Add lon/lat info to model

  #37 opened 2 years ago by ktrapeznikov
  0

• clean up depreciated functions

  #5 opened 2 years ago by ktrapeznikov
  0

• generate spatial image data

  #33 opened 2 years ago by ktrapeznikov
  0

• cleanup CLI

  #3 opened 2 years ago by ktrapeznikov
  1

• Add additional logic to CLI

  #25 opened 2 years ago by ktrapeznikov
  2

• Add weights based on thickness

  #22 opened 2 years ago by ktrapeznikov
  0

• set up fine-tuning a pertained model

  #18 opened 2 years ago by ktrapeznikov
  0

• Create a custom model class for export

  #9 opened 2 years ago by ktrapeznikov
  2

• Compute input output salience

  #23 opened 2 years ago by ktrapeznikov
  1

• Make a release branch

  #26 opened 2 years ago by ktrapeznikov
  0

• create a bigger test set without subsampling

  #12 opened 2 years ago by ktrapeznikov
  1

• fix mean bias

  #19 opened 2 years ago by ktrapeznikov
  1

• add encoder/decoder support

  #15 opened 2 years ago by ktrapeznikov
  0

• add ResDNN support

  #13 opened 2 years ago by ktrapeznikov
  0

• add CI/CD and tests

  #8 opened 2 years ago by ktrapeznikov
  2

• test issue

  #1 opened 2 years ago by ktrapeznikov
  0