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TorchEnsemble-Community
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Ensemble-Pytorch
A unified ensemble framework for PyTorch to improve the performance and robustness of your deep learning model.
https://ensemble-pytorch.readthedocs.io
BSD 3-Clause "New" or "Revised" License
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add h2soheili as a contributor for code
#167
allcontributors[bot]
closed
2 weeks ago
0
fix bug in doubling estimators_ if model loaded from save_dir + feature for having callback after each epoch
#166
h2soheili
closed
2 weeks ago
3
Getting Embeddings from the base model
#165
desertSniper87
closed
2 months ago
4
add Malephilosopher as a contributor for code
#164
allcontributors[bot]
closed
2 months ago
0
build(deps): bump black from 20.8b1 to 24.3.0 in /build_tools
#163
dependabot[bot]
opened
3 months ago
0
doc:remove python 3.7, 3.8 and add 3.10
#162
Malephilosopher
closed
2 months ago
3
feat: support multiple devices for ensemble
#160
xuyxu
opened
8 months ago
0
add AtiqurRahmanAni as a contributor for code
#159
allcontributors[bot]
closed
8 months ago
0
How to support multi gpus when fitting the ensemble models?
#158
TIMEXue
opened
8 months ago
1
Bug in AdversarialTrainingClassifier
#157
antonioo-c
opened
9 months ago
0
number of estimators?
#156
maxwell1386
opened
10 months ago
3
added map_location to the load function of torchensemble.utils.io
#155
AtiqurRahmanAni
closed
8 months ago
3
custom built optimizer for `set_optimizer`
#154
hmishfaq
opened
12 months ago
1
Supporting bootstrap sampling as in sklearn
#153
hmishfaq
opened
12 months ago
3
refactor: remove joblib functionality from model implementation
#152
xuyxu
closed
1 year ago
0
Using pretrained models directedly at decision level.
#151
opencomvis
opened
1 year ago
1
different learners
#150
zhizhuaa
closed
1 year ago
0
How to ues the result "ckpt.pth"
#149
wyxAshdila
opened
1 year ago
3
Allow Continuation of Training
#148
jtpdowns
opened
1 year ago
2
Validation loss is too high ..Am I calculating the loss properly?
#147
singhabhinav
opened
1 year ago
0
Getting error while using GradientBoostingClassifier
#146
singhabhinav
closed
1 year ago
5
Logging performance on training dataset
#145
singhabhinav
closed
1 year ago
1
Ensembling Methods incompatible with snnTorch models
#144
kgano-ucsd
opened
1 year ago
1
fix: model overwrite problem with validation data loader
#143
xuyxu
closed
1 year ago
0
add lorenzozanisi as a contributor for bug
#142
allcontributors[bot]
closed
1 year ago
0
Patience is ignored in bagging models
#141
lorenzozanisi
closed
1 year ago
4
split_data_target issue
#140
jfulem
opened
1 year ago
4
Regarding the latest code in pip
#139
singhabhinav
closed
1 year ago
1
`AdversarialTrainingClassifier` may not work properly
#138
vietvo89
opened
1 year ago
5
no speedup seen from using TorchEnsemble's implementation
#137
lorenzozanisi
closed
1 year ago
6
feat: add internal `unsqueeze` operation in `forward` of all classifiers
#136
xuyxu
closed
1 year ago
0
Examples on features and labels
#135
binunalex
closed
1 year ago
6
feat: add vectorize method
#134
xuyxu
opened
1 year ago
0
add SarthakJariwala as a contributor for code, and test
#133
allcontributors[bot]
closed
1 year ago
0
add LukasGardberg as a contributor for code
#132
allcontributors[bot]
closed
1 year ago
0
fix is_classification error for adversarial training regressor and classification
#131
SarthakJariwala
closed
1 year ago
1
Adversarial Training Regressor and Classifiers have incorrect `is_classification` values set
#130
SarthakJariwala
closed
1 year ago
0
need to generate prediction. model.predict not working
#129
wuziqiqiqi
opened
1 year ago
1
Fix `ReduceLROnPlateau` scheduler for all regressors and classifiers
#128
SarthakJariwala
closed
1 year ago
5
Some important evaluating metrics are not supported such as f1 and roc_auc
#127
xxmlala
opened
1 year ago
0
initial attempt to implementing hard majority voting
#126
gardberg
closed
1 year ago
9
docs: add FedericoV as a contributor for code
#125
allcontributors[bot]
closed
1 year ago
0
Copy collate_fn from the original dataloader.
#124
FedericoV
closed
1 year ago
3
build(deps): bump mistune from 0.8.4 to 2.0.3 in /docs
#123
dependabot[bot]
closed
1 year ago
1
fix: missing model save process in unit tests
#122
xuyxu
closed
1 year ago
0
docs: add SunHaozhe as a contributor for code
#121
allcontributors[bot]
closed
1 year ago
0
new implementation of Bagging
#120
SunHaozhe
closed
1 year ago
7
Question of the implementation of sampling with replacement for bagging
#119
SunHaozhe
closed
1 year ago
3
Votings supported
#118
London38
opened
2 years ago
5
How to ensemble several different classification models into a voter?
#117
ghost
closed
2 years ago
2
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