NVIDIA-Merlin NVTabular issues

NVIDIA-Merlin / NVTabular

NVTabular is a feature engineering and preprocessing library for tabular data designed to quickly and easily manipulate terabyte scale datasets used to train deep learning based recommender systems.

Apache License 2.0

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issues

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Slow performance of Categorify operation on Triton Inference Server

#1885 rahuljantwal-8451 opened 1 month ago
0
Bump actions/download-artifact from 2 to 4.1.7 in /.github/workflows

#1884 dependabot[bot] opened 2 months ago
1
[BUG] NVtabular.dataset.to_parquet(...) Improperly matched output dtypes detected in time, object and datetime64[ns]

#1883 Zachacy opened 3 months ago
1
fix blossom ci

#1882 jperez999 closed 3 months ago
1
Fix minor test failures with RAPIDS 24.04

#1881 rjzamora opened 3 months ago
0
[QST] NVTabular function is not supported for this dtype: size

#1880 LoMarrujo opened 4 months ago
9
[BUG] Multi-GPU training failing during data loading: tabulate: failed to synchronize: cudaErrorIllegalAddress

#1879 srastatter closed 3 weeks ago
0
Update Docs Theme to use `sphinx-book-theme`

#1878 oliverholworthy closed 6 months ago
1
Add GDPR info in footer

#1877 mikemckiernan closed 6 months ago
2
[BUG] Distributed Training With (NVTabular + Pytorch DDP), I got this error: `RuntimeError: parallel_for: failed to synchronize: cudaErrorIllegalAddress: an illegal memory access was encountered`

#1876 SunnyGhj closed 7 months ago
1
[BUG] Add "upper pinning" for dependencies

#1875 rjzamora opened 7 months ago
0
Fix `Categorify` inference and testing

#1874 rjzamora closed 6 months ago
1
[BUG] Reading parquet dataset on GPU throws "cudf engine doesn't support the following keyword arguments: ['strings_to_categorical']" error

#1873 orlev2 opened 9 months ago
2
[BUG] IndexError: list index out of range

#1872 Oussamakhammassi opened 9 months ago
3
[QST] TypeError: unhashable type: 'numpy.ndarray'

#1871 dking21st opened 1 year ago
4
Pull request/1869

#1870 jperez999 opened 1 year ago
2
fix: IndexError with columns full of NaNs

#1869 lecardozo opened 1 year ago
4
add rapids infra ci

#1868 jperez999 closed 1 year ago
2
add rapids infra ci

#1867 jperez999 closed 1 year ago
4
[QST] Is it possible to extract indices and continuous features rules from NVTabular workflow?

#1866 Nepherhotep opened 1 year ago
2
Index error with Categorify on transform step for columns with 100% NaNs

#1865 lecardozo opened 1 year ago
0
[BUG] ops.Categorify frequency hashing raises RuntimeError when the dataset is shuffled by keys

#1864 piojanu opened 1 year ago
0
[QST] Additional GPU mem reservation when creating a `Dataset` causes OOM when allocating all GPU mem to the LocalCUDACluster

#1863 piojanu opened 1 year ago
3
[QST] How to omit the `Dataset.shuffle_by_keys` step when exporting data from BigQuery to parquet

#1862 piojanu opened 1 year ago
9
Code refactoring

#1861 tosemml opened 1 year ago
1
[BUG] Exception: "IndexError('list index out of range')"

#1860 vs385 closed 1 year ago
3
Use `copy-pr-bot`

#1859 ajschmidt8 closed 1 year ago
2
How I Can Apply Inverse Transform

#1858 mustfkeskin closed 1 year ago
4
[BUG] `Catetegorify` can't process `vocabs` correctly when `num_buckets>1`

#1857 fedaeho opened 1 year ago
1
[QST] Why does nvt.ops.Categorify in 23.06 add 3 to the cardinality of a dataset's column?

#1856 bogdan-radu-nechita closed 1 year ago
2
[REA] How to remove tags?

#1855 AresDan opened 1 year ago
4
fix the workflow node tests on additions in graph

#1854 jperez999 closed 1 year ago
1
Remove use of DataFrame merge from `test_embedding_cat_export_import`

#1853 oliverholworthy closed 1 year ago
1
Add fixture to cleanup dataloader after each test runs

#1852 oliverholworthy closed 1 year ago
1
Remove usage of deprecated np.bool and np.long

#1851 oliverholworthy closed 1 year ago
1
Update tox environment dependencies configuration

#1850 oliverholworthy opened 1 year ago
1
Add Pytest Markers Configuration

#1849 oliverholworthy closed 1 year ago
1
Call `.stop()` on dataloader in `test_dataloader_schema`

#1848 oliverholworthy closed 1 year ago
1
Update merlin dependency versions to match 23.06 release

#1847 oliverholworthy closed 1 year ago
0
rename temporary column to something less likely to be used

#1846 nv-alaiacano opened 1 year ago
1
[BUG] Throw warning if reserved column is used

#1845 bschifferer opened 1 year ago
0
fix get-cats function to add kwarg usage

#1844 jperez999 opened 1 year ago
0
alias metadata ops from core

#1843 jperez999 opened 1 year ago
1
working subgraphs in workflow

#1842 jperez999 closed 1 year ago
1
[BUG] `Groupby` ags output columns (even if they are counts) as `Tags.CATEGORICAL`

#1841 radekosmulski opened 1 year ago
6
[BUG] TargetEncoding requires the target columns to exist in a dataset in transform()

#1840 gabrielspmoreira opened 1 year ago
1
[BUG] TargetEncoding with multiple target columns makes targets to be switches

#1839 gabrielspmoreira opened 1 year ago
0
handle copying of partitioned stat files when saving workflow

#1838 nv-alaiacano closed 1 year ago
1
[BUG] Saving workflows with Categorify or TargetEncoding fails to write stats files

#1837 nv-alaiacano closed 1 year ago
2
Update nulls in categorify encode to array instead of index value

#1836 oliverholworthy closed 1 year ago
1