TorchEnsemble-Community/Ensemble-Pytorch issues and pull requests

#168 - can not fine-tuning after reload the model weights

Issue - State: open - Opened by wubizhi 5 days ago

#167 - add h2soheili as a contributor for code

Pull Request - State: closed - Opened by allcontributors[bot] 4 months ago

#166 - fix bug in doubling estimators_ if model loaded from save_dir + feature for having callback after each epoch

Pull Request - State: closed - Opened by h2soheili 4 months ago - 3 comments

#165 - Getting Embeddings from the base model

Issue - State: closed - Opened by desertSniper87 5 months ago - 4 comments

#164 - add Malephilosopher as a contributor for code

Pull Request - State: closed - Opened by allcontributors[bot] 6 months ago

#163 - build(deps): bump black from 20.8b1 to 24.3.0 in /build_tools

Pull Request - State: open - Opened by dependabot[bot] 6 months ago
Labels: dependencies

#162 - doc:remove python 3.7, 3.8 and add 3.10

Pull Request - State: closed - Opened by Malephilosopher 7 months ago - 3 comments

#160 - feat: support multiple devices for ensemble

Pull Request - State: open - Opened by xuyxu 11 months ago

#159 - add AtiqurRahmanAni as a contributor for code

Pull Request - State: closed - Opened by allcontributors[bot] 12 months ago

#158 - How to support multi gpus when fitting the ensemble models?

Issue - State: open - Opened by TIMEXue 12 months ago - 1 comment

#157 - Bug in AdversarialTrainingClassifier

Issue - State: open - Opened by antonioo-c about 1 year ago

#156 - number of estimators?

Issue - State: open - Opened by maxwell1386 about 1 year ago - 3 comments

#155 - added map_location to the load function of torchensemble.utils.io

Pull Request - State: closed - Opened by AtiqurRahmanAni about 1 year ago - 3 comments

#154 - custom built optimizer for `set_optimizer`

Issue - State: open - Opened by hmishfaq about 1 year ago - 1 comment

#153 - Supporting bootstrap sampling as in sklearn

Issue - State: open - Opened by hmishfaq about 1 year ago - 3 comments

#152 - refactor: remove joblib functionality from model implementation

Pull Request - State: closed - Opened by xuyxu over 1 year ago

#151 - Using pretrained models directedly at decision level.

Issue - State: open - Opened by opencomvis over 1 year ago - 1 comment

#150 - different learners

Issue - State: closed - Opened by zhizhuaa over 1 year ago

#149 - How to ues the result "ckpt.pth"

Issue - State: open - Opened by wyxAshdila over 1 year ago - 3 comments

#148 - Allow Continuation of Training

Issue - State: open - Opened by jtpdowns over 1 year ago - 2 comments
Labels: new feature

#147 - Validation loss is too high ..Am I calculating the loss properly?

Issue - State: open - Opened by singhabhinav over 1 year ago

#146 - Getting error while using GradientBoostingClassifier

Issue - State: closed - Opened by singhabhinav over 1 year ago - 5 comments

#145 - Logging performance on training dataset

Issue - State: closed - Opened by singhabhinav over 1 year ago - 1 comment

#144 - Ensembling Methods incompatible with snnTorch models

Issue - State: open - Opened by kgano-ucsd over 1 year ago - 1 comment

#143 - fix: model overwrite problem with validation data loader

Pull Request - State: closed - Opened by xuyxu over 1 year ago

#142 - add lorenzozanisi as a contributor for bug

Pull Request - State: closed - Opened by allcontributors[bot] over 1 year ago

#141 - Patience is ignored in bagging models

Issue - State: closed - Opened by lorenzozanisi over 1 year ago - 4 comments
Labels: bug

#140 - split_data_target issue

Issue - State: open - Opened by jfulem over 1 year ago - 4 comments
Labels: new feature

#139 - Regarding the latest code in pip

Issue - State: closed - Opened by singhabhinav over 1 year ago - 1 comment

#138 - `AdversarialTrainingClassifier` may not work properly

Issue - State: open - Opened by vietvo89 over 1 year ago - 5 comments

#137 - no speedup seen from using TorchEnsemble's implementation

Issue - State: closed - Opened by lorenzozanisi over 1 year ago - 6 comments

#136 - feat: add internal `unsqueeze` operation in `forward` of all classifiers

Pull Request - State: closed - Opened by xuyxu over 1 year ago

#135 - Examples on features and labels

Issue - State: closed - Opened by binunalex almost 2 years ago - 6 comments

#134 - feat: add vectorize method

Pull Request - State: open - Opened by xuyxu almost 2 years ago

#133 - add SarthakJariwala as a contributor for code, and test

Pull Request - State: closed - Opened by allcontributors[bot] almost 2 years ago

#132 - add LukasGardberg as a contributor for code

Pull Request - State: closed - Opened by allcontributors[bot] about 2 years ago

#131 - fix is_classification error for adversarial training regressor and classification

Pull Request - State: closed - Opened by SarthakJariwala about 2 years ago - 1 comment

#130 - Adversarial Training Regressor and Classifiers have incorrect `is_classification` values set

Issue - State: closed - Opened by SarthakJariwala about 2 years ago

#129 - need to generate prediction. model.predict not working

Issue - State: open - Opened by wuziqiqiqi about 2 years ago - 1 comment

#128 - Fix `ReduceLROnPlateau` scheduler for all regressors and classifiers

Pull Request - State: closed - Opened by SarthakJariwala about 2 years ago - 5 comments

#127 - Some important evaluating metrics are not supported such as f1 and roc_auc

Issue - State: open - Opened by xxmlala about 2 years ago
Labels: new feature

#126 - initial attempt to implementing hard majority voting

Pull Request - State: closed - Opened by LukasGardberg about 2 years ago - 9 comments

#125 - docs: add FedericoV as a contributor for code

Pull Request - State: closed - Opened by allcontributors[bot] about 2 years ago

#124 - Copy collate_fn from the original dataloader.

Pull Request - State: closed - Opened by FedericoV about 2 years ago - 3 comments

#123 - build(deps): bump mistune from 0.8.4 to 2.0.3 in /docs

Pull Request - State: closed - Opened by dependabot[bot] about 2 years ago - 1 comment
Labels: dependencies

#122 - fix: missing model save process in unit tests

Pull Request - State: closed - Opened by xuyxu about 2 years ago

#121 - docs: add SunHaozhe as a contributor for code

Pull Request - State: closed - Opened by allcontributors[bot] about 2 years ago

#120 - new implementation of Bagging

Pull Request - State: closed - Opened by SunHaozhe about 2 years ago - 7 comments

#119 - Question of the implementation of sampling with replacement for bagging

Issue - State: closed - Opened by SunHaozhe about 2 years ago - 3 comments

#118 - Votings supported

Issue - State: open - Opened by London38 over 2 years ago - 5 comments
Labels: new feature

#117 - How to ensemble several different classification models into a voter?

Issue - State: closed - Opened by jisutich over 2 years ago - 2 comments

#116 - how to ensemble 3d object detection model?

Issue - State: open - Opened by TianhaoFu over 2 years ago - 1 comment
Labels: new feature

#115 - docs: add Arcify as a contributor for doc

Pull Request - State: closed - Opened by allcontributors[bot] over 2 years ago

#114 - fix readme example

Pull Request - State: closed - Opened by Arcify over 2 years ago - 3 comments

#113 - Add custom optimizers

Issue - State: closed - Opened by Arcify over 2 years ago - 5 comments
Labels: new feature

#112 - feat: add `metric_name` parameter and `metrics` module

Pull Request - State: open - Opened by xuyxu over 2 years ago

#111 - mnt: pin jinja2 version for readthedocs

Pull Request - State: closed - Opened by xuyxu over 2 years ago

#110 - feat: add neural tree ensemble

Pull Request - State: closed - Opened by xuyxu over 2 years ago

#109 - Fix 'ReduceLROnPlateau' has no attribute 'get_last_lr'

Issue - State: closed - Opened by irg1008 over 2 years ago - 4 comments
Labels: bug

#108 - How to stack embedding and pass the gradients?

Issue - State: open - Opened by arita37 over 2 years ago - 8 comments

#107 - mnt: support python 3.10

Pull Request - State: open - Opened by xuyxu over 2 years ago

#106 - fix: relax check on dataloader

Pull Request - State: closed - Opened by xuyxu over 2 years ago

#105 - Ensemble for PyTorch Geometric

Issue - State: open - Opened by ParasKoundal over 2 years ago - 8 comments
Labels: enhancement

#102 - mnt: pin version for RTD build

Pull Request - State: closed - Opened by xuyxu almost 3 years ago

#101 - feat: add `metrics` module

Pull Request - State: closed - Opened by xuyxu almost 3 years ago

#100 - Issue setting Criterion

Issue - State: closed - Opened by athus1990 almost 3 years ago - 4 comments

#99 - Can you share the original source of fusion? I would appreciate it!

Issue - State: closed - Opened by Sobbbbbber almost 3 years ago - 2 comments

#98 - Potential bug in gradient_boosting.py

Issue - State: closed - Opened by rminhas almost 3 years ago - 2 comments

#96 - How to script the forward pass?

Issue - State: open - Opened by francescamanni1989 about 3 years ago - 6 comments
Labels: new feature

#95 - feat: add soft gradient boosting

Pull Request - State: closed - Opened by xuyxu about 3 years ago

#94 - only one model in FusionClassifier ensemble is learning anything

Issue - State: closed - Opened by kiranchari about 3 years ago - 9 comments

#93 - docs: add kiranchari as a contributor for doc

Pull Request - State: closed - Opened by allcontributors[bot] about 3 years ago

#92 - doc: update quick_start.rst

Pull Request - State: closed - Opened by xuyxu about 3 years ago

#91 - typo in readthedocs

Issue - State: closed - Opened by kiranchari about 3 years ago - 3 comments
Labels: documentation

#90 - Invalid dataloader, please check if the input dataloder is valid.

Issue - State: closed - Opened by kamathis4 about 3 years ago - 2 comments

#89 - model.predict not working with test_loader as in the documentation

Issue - State: closed - Opened by francescamanni1989 about 3 years ago - 2 comments

#88 - docs: add by256 as a contributor for code

Pull Request - State: closed - Opened by allcontributors[bot] about 3 years ago

#87 - feat: add fixed dataloader

Pull Request - State: closed - Opened by xuyxu about 3 years ago

#86 - Support arbitrary training criteria

Pull Request - State: closed - Opened by by256 about 3 years ago - 6 comments

#85 - Allowing per-parameters options for the optimizer

Issue - State: open - Opened by lorenzosquadrani about 3 years ago - 1 comment
Labels: new feature

#84 - Integration in Lightning Flash

Issue - State: open - Opened by tchaton over 3 years ago - 1 comment

#83 - How to ensemble different models, like Resnet50 and Resnet152?

Issue - State: open - Opened by cuge1995 over 3 years ago - 1 comment

#82 - Allowing the use of alternative loss functions

Issue - State: open - Opened by by256 over 3 years ago - 5 comments
Labels: new feature

#81 - Added LBFGS optimizer for Fusion

Pull Request - State: open - Opened by e-eight over 3 years ago - 11 comments

#80 - docs: add e-eight as a contributor for code

Pull Request - State: open - Opened by allcontributors[bot] over 3 years ago