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Issues: WenjieDu/PyPOTS
Discussion on model hyperparameter optimization (HPO) with Py...
#408
opened May 11, 2024 by
Justin0388
Open
3
Run big models with DDP/FSDP instead of
torch.nn.DataParallel
#683
opened Mar 26, 2025 by
WenjieDu
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CI starting to fail with Python3.8 because dependency lib using advanced features in Python>=3.9
dependencies
Pull requests that update a dependency file
testing
Things related to testing.
#697
opened Mar 30, 2025 by
WenjieDu
Add TSLANet
enhancement
New feature or request
new algo
Proposing to add a new model/algorithm
#695
opened Mar 30, 2025 by
WenjieDu
1 task done
Add TOTEM
enhancement
New feature or request
new algo
Proposing to add a new model/algorithm
#693
opened Mar 30, 2025 by
WenjieDu
1 task done
Add some time series anomaly detection models
enhancement
New feature or request
new algo
Proposing to add a new model/algorithm
#692
opened Mar 29, 2025 by
yyysjz1997
1 task done
Run big models with DDP/FSDP instead of New feature or request
help wanted
Extra attention is needed
new feature
Proposing to add a new feature
torch.nn.DataParallel
discussion
enhancement
#683
opened Mar 26, 2025 by
WenjieDu
Add TimeMixer++
enhancement
New feature or request
new algo
Proposing to add a new model/algorithm
#682
opened Mar 26, 2025 by
WenjieDu
1 task done
Rename package
pypots.vec
into pypots.representation
refactoring
#680
opened Mar 25, 2025 by
WenjieDu
ModelCore.calc_criterion is not callable when running on multi-GPUs with torch.nn.DataParallel
bug
Something isn't working
#679
opened Mar 25, 2025 by
WenjieDu
1 of 2 tasks
Distinguish data at different stages ndarray/hdf5 -> Dataset -> Dataloader
refactoring
#677
opened Mar 25, 2025 by
WenjieDu
Imputation Work Flow on whole dataset
question
Further information is requested
#670
opened Mar 23, 2025 by
wasay464
CLAS TEFN fails on anomaly random walk with roc auc<0.5
potential bug
#669
opened Mar 23, 2025 by
WenjieDu
Implement integrated algorithms for anomaly detection
enhancement
New feature or request
help wanted
Extra attention is needed
new feature
Proposing to add a new feature
#666
opened Mar 21, 2025 by
WenjieDu
Distinguish classification and classification_proba in CLAS models and add func predict_proba() for them
enhancement
New feature or request
new feature
Proposing to add a new feature
#663
opened Mar 21, 2025 by
WenjieDu
Select model based on eval loss by default and display eval metric as well
enhancement
New feature or request
new feature
Proposing to add a new feature
#648
opened Mar 17, 2025 by
WenjieDu
MOMENT fails on multiple GPUs
bug
Something isn't working
help wanted
Extra attention is needed
#639
opened Mar 14, 2025 by
WenjieDu
1 of 2 tasks
Implement integrated algorithms for classification
enhancement
New feature or request
help wanted
Extra attention is needed
new feature
Proposing to add a new feature
#638
opened Mar 13, 2025 by
WenjieDu
FITS/FILM/GP-VAE fail when running on multiple CUDA devices
bug
Something isn't working
help wanted
Extra attention is needed
#632
opened Mar 13, 2025 by
WenjieDu
1 of 2 tasks
Time Series Generation
discussion
keep
Keep this issue away from being stale.
#601
opened Mar 6, 2025 by
littlestone111
Model is not completely moved to a different device when using .cuda() or .cpu()
bug
Something isn't working
#599
opened Mar 5, 2025 by
giacomoguiduzzi
1 of 2 tasks
Implement integrated algorithms for forecasting
enhancement
New feature or request
help wanted
Extra attention is needed
new feature
Proposing to add a new feature
#596
opened Mar 4, 2025 by
WenjieDu
Replace Microsoft NNI with another hyperparameter optimization toolkit
enhancement
New feature or request
help wanted
Extra attention is needed
new feature
Proposing to add a new feature
#589
opened Mar 3, 2025 by
WenjieDu
Data and model are not sent to the correct device when multiple devices are being used
bug
Something isn't working
#575
opened Feb 24, 2025 by
giacomoguiduzzi
1 of 2 tasks
Enable CSAI and others to work on the clustering task
enhancement
New feature or request
new feature
Proposing to add a new feature
#553
opened Nov 28, 2024 by
LinglongQian
Add support to masking only specified variables during training
enhancement
New feature or request
new feature
Proposing to add a new feature
#541
opened Nov 1, 2024 by
IncubatorShokuhou
Imputation "recipe" for CSDI imputation (or probablistic imputers)?
enhancement
New feature or request
new feature
Proposing to add a new feature
#532
opened Oct 2, 2024 by
petteriTeikari
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