pyg-team pytorch-frame issues

pyg-team / pytorch-frame

Tabular Deep Learning Library for PyTorch

https://pytorch-frame.readthedocs.io

MIT License

505 stars 53 forks source link

issues

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BUG: Target_col count for each category was wrong

#459 hzm-January opened 5 days ago
3
Tighten assert condition in graph break tests

#458 akihironitta closed 6 days ago
2
Update pytorch_tabular_benchmark.py

#457 wsad1 closed 9 hours ago
0
Fix docs build in CI

#456 akihironitta closed 1 week ago
0
Fix offset in LinearEmbeddingEncoder

#455 toenshoff closed 1 week ago
3
Removing the deprecated `categorical_feature` parameter from `lightgbm.train(...)` function calls.

#454 drivanov closed 1 week ago
0
Remove unnecessary CUDA synchronisations

#453 akihironitta opened 2 weeks ago
0
Address `torch.compile` graph breaks in models

#452 akihironitta opened 2 weeks ago
0
Add more whitelisted variables for torch safe loading

#451 Kh4L opened 3 weeks ago
0
Drop Python 3.8 support

#450 akihironitta opened 3 weeks ago
0
Improve Stats compute perf

#449 Kh4L opened 3 weeks ago
0
Fail `torch.load(weights=True)` gracefully

#448 akihironitta closed 3 weeks ago
0
Add benchmark result from `ExcelFormer` on a large-scale multi-class classification task

#447 akihironitta closed 3 weeks ago
1
Fix size mismatch error when `CatToNumTransform` sees only a subset of labels at test time

#446 akihironitta closed 3 weeks ago
0
Add `is_floating_point()` to multi tensors

#445 akihironitta closed 3 weeks ago
0
Compare more models across frame and tabular

#444 wsad1 closed 3 weeks ago
0
fix error in xgboost

#443 puririshi98 closed 4 weeks ago
0
`AttributeError: module 'torch_frame' has no attribute 'multicategorical'`

#440 ValentinLo62 closed 1 month ago
4
EmbeddingBag.cu:143: EmbeddingBag_updateOutputKernel_sum_mean: block: [61,0,0], thread: [0,2,0] Assertion `input[emb] < numRows` failed.

#439 davidfstein closed 1 month ago
3
Support `pin_memory()` in `Multi{Embedding,Nested}Tensor` and `TensorFrame`

#437 akihironitta opened 1 month ago
0
Add benchmark results for large-scale multiclass classification task

#436 akihironitta closed 1 month ago
0
chore: Update pre-commit

#435 akihironitta closed 1 month ago
0
Don't create the same tensor every iteration in N/A handling

#434 akihironitta closed 1 month ago
0
Don't put assertions on N/A imputation correctness

#433 akihironitta closed 1 month ago
0
Remove CUDA synchronizations by slicing input tensor with `int` instead of CUDA tensors in `nn.LinearEmbeddingEncoder`

#432 akihironitta closed 1 month ago
0
Update excelformer benchmark results

#431 zechengz closed 1 month ago
0
TypeError in `Dataset.materialize` when ser.dtype is bool

#430 Kh4L closed 1 month ago
1
Adding support for openml datasets

#429 qychen2001 opened 1 month ago
0
Update testing torch version

#428 zechengz closed 1 month ago
0
Update Excelformer benchmark results on small binary and regression tasks

#427 zechengz closed 1 month ago
2
Wish to provide more methods and a roadmap

#426 qychen2001 opened 1 month ago
1
update xgboost numbers

#425 yiweny closed 1 month ago
0
support xgboost early stopping

#424 yiweny closed 1 month ago
0
Fixed warning and added safe globals

#423 NeelKondapalli closed 1 month ago
6
Use `torch.load(weights_only=True)` in the codebase

#422 akihironitta closed 1 month ago
0
coorectly infer boolean stypes

#421 yiweny closed 2 months ago
0
fix multicategorical stype inference and add test case

#420 yiweny closed 2 months ago
1
XGBoost did not use the best one iteration to predict

#419 qychen2001 closed 1 month ago
1
Update to version `0.2.3`

#418 weihua916 closed 2 months ago
0
Towards supporting `MultiCategorical` encoder for target in torchframe

#417 XinweiHe closed 2 months ago
0
Support for additional hyperparameters

#416 qychen2001 opened 2 months ago
0
Fix ExcelFormer Example Link

#415 crunai closed 2 months ago
0
[pre-commit.ci] pre-commit suggestions

#414 pre-commit-ci[bot] closed 3 months ago
0
Allow column indexing with custom stypes

#413 rusty1s closed 3 months ago
0
fix embedding script

#412 yiweny closed 3 months ago
0
Update benchmark numbers

#411 yiweny opened 3 months ago
1
Fixing Bug in Version Handling.

#410 drivanov closed 3 months ago
0
[UserWarning] Fixing UserWarnings in two tests.

#409 drivanov closed 3 months ago
0
update benchmark numbers

#408 yiweny closed 3 months ago
0
fix readme link

#407 yiweny closed 4 months ago
0