HITS-AIN/Spherinator

Issues

• Define list of IDs for reconstruction callback

  #78 opened 9 months ago by BerndDoser
  0

• Evaluate deeper networks (ResNet, Transformer) to improve reconstruction details

  #72 opened 7 months ago by BerndDoser
  0

• Hipster unit test 'test_generate_hips' hangs at multiprocessing join

  #93 opened 7 months ago by BerndDoser
  1

• Abstract classes SpherinatorDataModule and SpherinatorDataSet

  #51 opened a year ago by BerndDoser
  0

• Misuse of `val_dataloader`

  #46 opened a year ago by BerndDoser
  0

• Status: Profile Code and Analysis with HTA

  #61 opened a year ago by andife
  0

• Hint: miniconda -> miniforge

  #27 opened a year ago by andife
  1

• Replace external "von mises distribution" with the one shipped by pytorch

  #22 opened a year ago by andife
  1

• Full prototype description

  #29 opened a year ago by sebastian-tg
  1

• Prototype use cases description

  #30 opened a year ago by sebastian-tg
  1

• Dependabot is not working

  #49 opened a year ago by BerndDoser
  1

• Replace requirement.txt by poetry

  #50 opened a year ago by BerndDoser
  1

• Licensing

  #48 opened a year ago by BerndDoser
  1

• Example of pytorch-profiler in tensorboard....

  #47 opened a year ago by andife
  0

• Memory leak

  #45 opened a year ago by BerndDoser
  1

• Deterministic autoencoder

  #44 opened a year ago by BerndDoser
  0

• Add visual transformer

  #43 opened a year ago by BerndDoser
  0

• PyTorch-Lightning callback monitoring reconstruction images

  #38 opened a year ago by BerndDoser
  0

• Speed up model training by using mixed precision and tensor cores

  #18 opened a year ago by BerndDoser
  3

• Numerical instability (NaN's) during training with power-spherical-vae

  #41 opened a year ago by BerndDoser
  0

• Status: torch.compile

  #40 opened a year ago by andife
  0

• Evaluation of bf16-mixed for Lightning-CLI with power distribution...

  #39 opened a year ago by andife
  0

• The Power Spherical Distribution

  #28 opened a year ago by BerndDoser
  2

• Evaluate Onnx-Export Pytorch

  #20 opened a year ago by andife
  3

• Store the best epoch in checkpoint file

  #19 opened a year ago by BerndDoser
  0

• Description of second catalog available in the prototype

  #31 opened a year ago by BerndDoser
  0

• Dependency-Versions should be freezed...

  #21 opened a year ago by andife
  1

• Evaluate morphnet for Neuronal Architecture Search

  #24 opened a year ago by andife
  1

• Evaluate Multi-GPU setup

  #23 opened a year ago by andife
  1

• Posterior Collapse

  #16 opened a year ago by BerndDoser
  1

• Take number of rotations from model

  #15 opened a year ago by BerndDoser
  0

• l2_normalize for stable vector normalization

  #9 opened a year ago by BerndDoser
  1

• BCEWithLogitsLoss for reconstruction loss

  #10 opened a year ago by BerndDoser
  0

• Add spherical_loss to SVAE

  #11 opened a year ago by BerndDoser
  0

• Read config.yaml into hipster for correct parameters

  #8 opened a year ago by BerndDoser
  0

• Abstract class for models

  #6 opened a year ago by BerndDoser
  0

• Add hyperparameter `kl_weight` to rot-sph-var-ae model

  #7 opened a year ago by BerndDoser
  0

• Add Mises-Fisher distribution to RotationalSphericalProjectingAutoencoder

  #4 opened a year ago by BerndDoser
  1

• View is not updated when zooming in aladin lite

  #3 opened a year ago by BerndDoser
  0

• TypeError exporting RotationalSphericalProjectingAutoencoder to ONNX

  #1 opened a year ago by BerndDoser
  1