clementchadebec/benchmark_VAE

Issues

• How to use latent variables to achieve downstream tasks

  #144 opened 16 days ago by 735422713
  0

• How do set y neq x

  #143 opened a month ago by bentoayr
  0

• RealNVP Flow Sampler

  #141 opened 2 months ago by justinhou95
  1

• BCE reconstruction loss for RHVAE

  #139 opened 2 months ago by axu-git
  1

• Issue with Changing `embedding_dim` in VQ-VAE Model

  #138 opened 2 months ago by arsh-rl
  1

• nan in training loss when I run RHVAE tutorial on my local machine

  #132 opened 3 months ago by axu-git
  4

• Integrate with Pytorch Lightning

  #133 opened 3 months ago by axu-git
  2

• nan when training RHVAE following google colab on my local machine

  #131 opened 3 months ago by axu-git
  1

• How to evaluate models?

  #96 opened a year ago by liang-hou
  3

• Embed function returning different results

  #126 opened 4 months ago by ErfanMowlaei
  2

• Sum vs Mean for reconstruction loss

  #124 opened 4 months ago by ctr26
  9

• Posterior Sampling for PVAE

  #120 opened 6 months ago by ErfanMowlaei
  8

• get_nll function in vae_model

  #123 opened 6 months ago by weikaiyun
  0

• WandB callback does not record enough information

  #121 opened 6 months ago by lyangfan
  4

• Cannot load the 'encoder.pkl'

  #118 opened 6 months ago by lyangfan
  3

• 'max_norm' in train interface

  #119 opened 6 months ago by lyangfan
  1

• Model export

  #117 opened 6 months ago by ctr26
  0

• Encoder class in BaseAE is 'BaseDecoder'

  #110 opened 7 months ago by jdauvill
  1

• ArithmeticError: NaN detected in train loss

  #102 opened 10 months ago by davidecarnevali
  2

• Cannot generate images: AttributeError: 'MyCustomDataset' object has no attribute 'max'

  #101 opened 9 months ago by davidecarnevali
  0

• Error Loading Embeddings in Different Environment from Training

  #103 opened 9 months ago by tbouchik
  1

• Is there any way to see the train_loss and val_loss during the training process?

  #97 opened a year ago by JIRRRR77
  0

• Customize models for different image sizes

  #91 opened a year ago by 1180597-JoaoCampos
  7

• [MODEL REQUEST] GWAE

  #89 opened a year ago by 943fansi
  1

• VAE for tabular data for dimension reduction

  #81 opened a year ago by caimiao0714
  7

• Integrate Ray tune with the base trainer class

  #86 opened a year ago by shrave
  1

• Sampling Disentangled Representation

  #78 opened a year ago by aissak21
  0

• Loss value history

  #62 opened a year ago by VolodyaCO
  3

• Multimodality Data Training

  #64 opened a year ago by JunweiLiu0208
  4

• Allow distributed training

  #70 opened a year ago by clementchadebec
  0

• How to input with ImageDataGenerator ?

  #63 opened a year ago by dangmanhtruong1995
  2

• Nan values in loss with SVAE

  #72 opened a year ago by ravih18
  1

• MSSSIM VAE is not working with 3D inputs

  #68 opened a year ago by ravih18
  2

• Issue when the DatasetOutput contains values that are not Pytorch tensors

  #65 opened a year ago by ravih18
  0

• [MODEL REQUEST] TopoAE

  #61 opened 2 years ago by cakiki
  1

• Can't install due to pickle5 dependency

  #58 opened 2 years ago by VolodyaCO
  3

• Comet for Experiment Tracking

  #55 opened 2 years ago by sherpan
  1

• how Sampler works?

  #43 opened 2 years ago by jprachir
  2

• Models request: MIWAE, CIWAE, PIWAE

  #53 opened 2 years ago by clementchadebec
  0

• cifar10 data visualization

  #52 opened 2 years ago by jprachir
  3

• Model Request: Poincare VAE

  #40 opened 2 years ago by tomhosking
  3

• Compatibility with open source and free experiment tracking tool

  #44 opened 2 years ago by Sinnaeve
  1

• Is this library compatible with custom datasets?

  #35 opened 2 years ago by NamelessGaki
  3

• Example of LSTM VAE

  #42 opened 2 years ago by clementchadebec
  1

• Model request: SQ-VAE

  #30 opened 2 years ago by clementchadebec
  0

• Scheduling within models

  #41 opened 2 years ago by tomhosking
  1

• Can we use wandb sweep with the wandb callbacks provided?

  #37 opened 2 years ago by shrave
  4

• Interpolation

  #34 opened 2 years ago by ethancohen123
  2

• UnboundLocalError: local variable 'best_model' referenced before assignment

  #36 opened 2 years ago by Mirco-Ramo
  2

• [BUG] Include the `requirements.txt` file in PyPI package source

  #25 opened 2 years ago by sugatoray
  2