Chris-Pedersen/LearnableWavelets

Issues

• Can we meet later today?

  #36 opened 2 years ago by eickenberg
  5

• Can we make a dataloader for a fixed small number of maps (i.e. 1-5)

  #4 opened 2 years ago by Chris-Pedersen
  0

• "splits" in the camels dataloader, and subsampling the data

  #44 opened 2 years ago by Chris-Pedersen
  0

• Periodizing wavelet filters

  #41 opened 2 years ago by Chris-Pedersen
  1

• Test predicting only cosmology parameters

  #38 opened 2 years ago by Chris-Pedersen
  1

• A set of filters for each field

  #37 opened 2 years ago by Chris-Pedersen
  0

• Wavelets improperly generated in JupyterHub on rusty

  #21 opened 3 years ago by Chris-Pedersen
  4

• Memory issue when running with larger number of maps

  #7 opened 2 years ago by Chris-Pedersen
  3

• Add option to average spatial information

  #8 opened 2 years ago by Chris-Pedersen
  1

• Update scattering modules to work with multiple fields

  #31 opened 2 years ago by Chris-Pedersen
  1

• Visualising the filter parameter values and learning

  #10 opened 2 years ago by Chris-Pedersen
  1

• Tidy up the cnn base module a bit

  #32 opened 2 years ago by Chris-Pedersen
  0

• Simplify loading of maps in dataloader

  #30 opened 3 years ago by Chris-Pedersen
  1

• Add performance metrics to wandb

  #29 opened 3 years ago by Chris-Pedersen
  1

• Batchnorm and the linear layer

  #27 opened 3 years ago by Chris-Pedersen
  0

• Compare performance between first order only, second order, and with varying downsampling

  #22 opened 3 years ago by Chris-Pedersen
  0

• Second order convolutions are missing some combinations

  #13 opened 3 years ago by Chris-Pedersen
  6

• Visualising learned filters

  #24 opened 3 years ago by Chris-Pedersen
  1

• Dimensionality of the forward pass on the scattering module

  #9 opened 3 years ago by Chris-Pedersen
  2

• Add tests

  #15 opened 3 years ago by Chris-Pedersen
  0

• Random seed in scattering models isn't being used

  #17 opened 3 years ago by Chris-Pedersen
  1

• wandb step size is wrong

  #12 opened 3 years ago by Chris-Pedersen
  2

• Count number of parameters in hybrid networks

  #5 opened 3 years ago by Chris-Pedersen
  1

• Incorporate optuna

  #6 opened 3 years ago by Chris-Pedersen
  1

• Can't overfit on a single piece of training data

  #3 opened 3 years ago by Chris-Pedersen
  1

• Other scattering layer modules not working

  #1 opened 3 years ago by Chris-Pedersen
  1

• Add wanbd tracking

  #2 opened 3 years ago by Chris-Pedersen
  1