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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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feat(fge): simplify the training workflow
#62
xuyxu
closed
3 years ago
0
feat(logging): add tensorboard support
#61
zzzzwj
closed
3 years ago
9
feat(GBM): Add `use_reduction_sum` parameter for `fit`
#60
xuyxu
closed
3 years ago
0
feat(model): add `evaluate` and refactor `predict`
#59
xuyxu
closed
3 years ago
0
[MNT] Support Python 3.9
#58
xuyxu
closed
3 years ago
0
docs: add xuyxu as a contributor
#57
allcontributors[bot]
closed
3 years ago
0
[ENH] Add Fast Geometric Ensembling
#56
xuyxu
closed
3 years ago
0
[ENH] Add methods on robustness evaluation
#55
xuyxu
closed
3 years ago
0
BUG: overwriting estimators_
#54
Xiaohui9607
closed
3 years ago
3
docs: add nolaurence as a contributor
#53
allcontributors[bot]
closed
3 years ago
0
typo fix
#52
nolaurence
closed
3 years ago
3
docs: add cspsampedro as a contributor
#51
allcontributors[bot]
closed
3 years ago
0
[STYLE] flexible instantiation of optimizers and schedulers through getattr
#50
cspsampedro
closed
3 years ago
3
Can we use multiple baseestimators?
#49
EternalConfession
closed
3 years ago
4
docs: add cspsampedro as a contributor
#48
allcontributors[bot]
closed
3 years ago
0
[ENH] Add support on accepting instantiated base estimators as valid input
#47
xuyxu
closed
3 years ago
0
[ENH] Support config when instantiating base estimators
#46
xuyxu
closed
3 years ago
0
[FIX] Fix missing base estimators when calling `load()` for all ensembles
#45
xuyxu
closed
3 years ago
0
docs: add Xiaohui9607 as a contributor
#44
allcontributors[bot]
closed
3 years ago
0
Can't load model
#43
Xiaohui9607
closed
3 years ago
6
docs: add zzzzwj as a contributor
#42
allcontributors[bot]
closed
3 years ago
0
loading an ensemble from checkpoint
#41
mttgdd
closed
3 years ago
4
[ENH] Add heterogeneous support for Voting
#40
xuyxu
closed
3 years ago
2
[DOC] Improve docstrings
#39
xuyxu
closed
3 years ago
0
Concerns on the `AdversarialTrainingClassifier`
#38
xuyxu
closed
3 years ago
3
[FIX] Fix the binnding problem on scheduler during parallelization
#37
xuyxu
closed
3 years ago
1
Temporarily remove the logging module.
#36
zzzzwj
closed
3 years ago
2
Temporarily remove the multi-processing logger
#35
zzzzwj
closed
3 years ago
0
[ENH] Now support multi-processing logging.
#34
zzzzwj
closed
3 years ago
3
set_scheduler does not work using VotingClassifier
#33
Alex-Medium
closed
3 years ago
7
Add pytest script for logging module
#32
zzzzwj
closed
3 years ago
0
Add pytest script for logging module
#31
zzzzwj
closed
3 years ago
2
Sync the playground branch
#30
xuyxu
closed
3 years ago
0
refactor the code with some common operators
#29
zzzzwj
closed
3 years ago
1
[ENH] Refactor the operations on tensors into a standalone module `torchensemble.operation`
#28
xuyxu
closed
3 years ago
2
Sync the playground branch
#27
xuyxu
closed
3 years ago
0
Add `set_optimizer` and `set_scheduler` for all ensembles
#26
xuyxu
closed
3 years ago
0
Update the experimental branch
#25
xuyxu
closed
3 years ago
0
Update the experiment branch
#24
xuyxu
closed
3 years ago
0
[ENH] Better support on Optimizer and Scheduler
#23
xuyxu
closed
3 years ago
0
Update experiment branch
#22
xuyxu
closed
3 years ago
0
fix the bug in logging module when using muilti-processing
#21
zzzzwj
closed
3 years ago
1
Update the experimental branch
#20
xuyxu
closed
3 years ago
0
Update the experimental branch
#19
xuyxu
closed
3 years ago
0
[ENH] Add Adversarial Training as an Ensemble Method
#18
xuyxu
closed
3 years ago
0
[MNT] Revert Gradient Boosting
#17
xuyxu
closed
3 years ago
0
Update the experimental branch
#16
xuyxu
closed
3 years ago
0
[ENH] Add customized dataset wrapper for gradient boosting
#15
xuyxu
closed
3 years ago
0
modify the logging module
#14
zzzzwj
closed
3 years ago
5
[ENH] Add adversarial training as an ensemble method
#13
xuyxu
closed
3 years ago
0
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