Issues

• How can I save the ensemble which has best validation loss during training?

  TorchEnsemble-Community/Ensemble-Pytorch#170 · Filter by author fatcatZF opened on May 21, 2025

• question about expected speedup when using parallelization via joblib

  TorchEnsemble-Community/Ensemble-Pytorch#169 · Filter by author nguyentr17 opened on Dec 4, 2024
  3

• can not fine-tuning after reload the model weights

  TorchEnsemble-Community/Ensemble-Pytorch#168 · Filter by author wubizhi opened on Sep 24, 2024
  6

• How to support multi gpus when fitting the ensemble models?

  TorchEnsemble-Community/Ensemble-Pytorch#158 · Filter by author TIMEXue opened on Oct 18, 2023
  1

• Bug in AdversarialTrainingClassifier

  TorchEnsemble-Community/Ensemble-Pytorch#157 · Filter by author antonioo-c opened on Sep 24, 2023

• number of estimators?

  TorchEnsemble-Community/Ensemble-Pytorch#156 · Filter by author maxwell1386 opened on Sep 7, 2023
  3

• custom built optimizer for set_optimizer

  TorchEnsemble-Community/Ensemble-Pytorch#154 · Filter by author hmishfaq opened on Jul 9, 2023
  1

• Supporting bootstrap sampling as in sklearn

  TorchEnsemble-Community/Ensemble-Pytorch#153 · Filter by author hmishfaq opened on Jul 9, 2023
  3

• Using pretrained models directedly at decision level.

  TorchEnsemble-Community/Ensemble-Pytorch#151 · Filter by author opencomvis opened on Jun 13, 2023
  1

• How to ues the result "ckpt.pth"

  TorchEnsemble-Community/Ensemble-Pytorch#149 · Filter by author wyxAshdila opened on Mar 31, 2023
  3

• Allow Continuation of Training

  new feature
  TorchEnsemble-Community/Ensemble-Pytorch#148 · Filter by author jtpdowns opened on Mar 28, 2023
  2

• Validation loss is too high ..Am I calculating the loss properly?

  TorchEnsemble-Community/Ensemble-Pytorch#147 · Filter by author singhabhinav opened on Mar 10, 2023

• Ensembling Methods incompatible with snnTorch models

  TorchEnsemble-Community/Ensemble-Pytorch#144 · Filter by author kameron-gano opened on Feb 2, 2023
  1

• split_data_target issue

  new feature
  TorchEnsemble-Community/Ensemble-Pytorch#140 · Filter by author jfulem opened on Jan 18, 2023
  4

• AdversarialTrainingClassifier may not work properly

  TorchEnsemble-Community/Ensemble-Pytorch#138 · Filter by author vietvo89 opened on Jan 10, 2023
  5

• need to generate prediction. model.predict not working

  TorchEnsemble-Community/Ensemble-Pytorch#129 · Filter by author wuziqiqiqi opened on Sep 26, 2022
  1

• Some important evaluating metrics are not supported such as f1 and roc_auc

  new feature
  TorchEnsemble-Community/Ensemble-Pytorch#127 · Filter by author xxmlala opened on Sep 21, 2022

• Votings supported

  new feature
  TorchEnsemble-Community/Ensemble-Pytorch#118 · Filter by author London38 opened on Jun 15, 2022
  5

• how to ensemble 3d object detection model?

  new feature
  TorchEnsemble-Community/Ensemble-Pytorch#116 · Filter by author vvincenttttt opened on May 5, 2022
  1

• How to stack embedding and pass the gradients?

  TorchEnsemble-Community/Ensemble-Pytorch#108 · Filter by author arita37 opened on Feb 23, 2022
  8

• Ensemble for PyTorch Geometric

  enhancement
  TorchEnsemble-Community/Ensemble-Pytorch#105 · Filter by author ParasKoundal opened on Jan 1, 2022
  8

• How to script the forward pass?

  new feature
  TorchEnsemble-Community/Ensemble-Pytorch#96 · Filter by author francescamanni1989 opened on Sep 17, 2021
  6

• Allowing per-parameters options for the optimizer

  new feature
  TorchEnsemble-Community/Ensemble-Pytorch#85 · Filter by author lorenzosquadrani opened on Jul 1, 2021
  1

• Integration in Lightning Flash

  TorchEnsemble-Community/Ensemble-Pytorch#84 · Filter by author tchaton opened on Jun 28, 2021
  1

• How to ensemble different models, like Resnet50 and Resnet152?

  TorchEnsemble-Community/Ensemble-Pytorch#83 · Filter by author cuge1995 opened on Jun 26, 2021
  1