NVIDIA-Merlin/NVTabular

Issues

• [BUG] ops.GroupBy after ops.Filter fails to group correctly, and produces unexpected NaNs

  #1886 opened a month ago by matib99
  1

• [BUG] Multi-GPU training failing during data loading: tabulate: failed to synchronize: cudaErrorIllegalAddress

  #1879 opened 2 months ago by srastatter
  0

• Slow performance of Categorify operation on Triton Inference Server

  #1885 opened 3 months ago by rahuljantwal-8451
  0

• [QST] NVTabular function is not supported for this dtype: size

  #1880 opened 6 months ago by LoMarrujo
  9

• [BUG] NVtabular.dataset.to_parquet(...) Improperly matched output dtypes detected in time, object and datetime64[ns]

  #1883 opened 4 months ago by Zachacy
  1

• [QST] How can I fit a Workflow to a large dataset ?

  #1761 opened 2 years ago by Azilyss
  27

• How I Can Apply Inverse Transform

  #1858 opened a year ago by mustfkeskin
  4

• [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 opened 8 months ago by SunnyGhj
  1

• [BUG] Add "upper pinning" for dependencies

  #1875 opened 8 months ago by rjzamora
  0

• [BUG] Reading parquet dataset on GPU throws "cudf engine doesn't support the following keyword arguments: ['strings_to_categorical']" error

  #1873 opened 10 months ago by orlev2
  2

• [BUG] IndexError: list index out of range

  #1872 opened a year ago by Oussamakhammassi
  3

• [QST] Is it possible to extract indices and continuous features rules from NVTabular workflow?

  #1866 opened a year ago by Nepherhotep
  2

• [QST] TypeError: unhashable type: 'numpy.ndarray'

  #1871 opened a year ago by dking21st
  4

• [QST]how can i change int64 to float64

  #1768 opened 2 years ago by gukejun1
  7

• [QST] How to omit the `Dataset.shuffle_by_keys` step when exporting data from BigQuery to parquet

  #1862 opened a year ago by piojanu
  9

• [QST] Additional GPU mem reservation when creating a `Dataset` causes OOM when allocating all GPU mem to the LocalCUDACluster

  #1863 opened a year ago by piojanu
  3

• [BUG] Exception: "IndexError('list index out of range')"

  #1860 opened a year ago by vs385
  3

• Index error with Categorify on transform step for columns with 100% NaNs

  #1865 opened a year ago by lecardozo
  0

• [BUG] ops.Categorify frequency hashing raises RuntimeError when the dataset is shuffled by keys

  #1864 opened a year ago by piojanu
  0

• how to Categorify or other feature Operation to same content of different columns examples of list and simple columns[BUG]

  #1828 opened a year ago by ChasingStar95
  1

• [BUG] `Catetegorify` can't process `vocabs` correctly when `num_buckets>1`

  #1857 opened a year ago by fedaeho
  1

• [QST] Why does nvt.ops.Categorify in 23.06 add 3 to the cardinality of a dataset's column?

  #1856 opened a year ago by bogdan-radu-nechita
  2

• [REA] How to remove tags?

  #1855 opened a year ago by AresDan
  4

• [BUG] workflow_fit_transform func not saving workflow output under the specified output_path

  #1814 opened a year ago by Tselmeg-C
  11

• [BUG] `Groupby` ags output columns (even if they are counts) as `Tags.CATEGORICAL`

  #1841 opened 2 years ago by radekosmulski
  6

• [BUG] Throw warning if reserved column is used

  #1845 opened 2 years ago by bschifferer
  0

• [BUG] TargetEncoding requires the target columns to exist in a dataset in transform()

  #1840 opened 2 years ago by gabrielspmoreira
  1

• [BUG] Saving workflows with Categorify or TargetEncoding fails to write stats files

  #1837 opened 2 years ago by nv-alaiacano
  2

• [BUG] Categorify `start_index` not handled by Inference Op `CategorifyTransform`

  #1800 opened 2 years ago by oliverholworthy
  4

• [BUG] TargetEncoding with multiple target columns makes targets to be switches

  #1839 opened 2 years ago by gabrielspmoreira
  0

• [DOC]examples/01-Getting-started.ipynb

  #1806 opened 2 years ago by Pelps12
  1

• [QST] How to construct schema based on a single "items" list feature?

  #1820 opened 2 years ago by ardulat
  3

• [QST] No module named 'merlin.dtypes' while importing nvtabular

  #1793 opened 2 years ago by murali-munna
  4

• [BUG] NVTabular Dataset constructor cannot process cudf.StructType values.

  #1808 opened 2 years ago by drobison00
  5

• [BUG] Dtype discrepancy with pandas and groupby on CPU

  #1778 opened 2 years ago by oliverholworthy
  1

• [BUG] NVTabular ListSlice Op fails on CPU

  #1816 opened 2 years ago by bschifferer
  0

• [QST] pls clarify 'Categorify' behavior

  #1809 opened 2 years ago by Tselmeg-C
  3

• [QST] BigQuery data types

  #1773 opened 2 years ago by ldane
  10

• [BUG] Unable to access cuDF due to RuntimeError: cuDF failure : Unsupported type_id conversion to cudf

  #1803 opened 2 years ago by mtnt-2022
  8

• NVTabular: CUDA 12 Conda Packages

  #1772 opened 2 years ago by jakirkham
  0

• [BUG] When dataset increases, NVTabular workflow causes to Dtype discrepancy.

  #1790 opened 2 years ago by ldane
  10

• [FEA] Provide a way to supply the Categorify encoding manually without fitting

  #1797 opened 2 years ago by karlhigley
  0

• [Task] Delete unncessary unittests

  #1781 opened 2 years ago by bschifferer
  1

• [QST]how can i solve 'Unmanaged memory use is high' problem for large criteo dataset

  #1769 opened 2 years ago by gukejun1
  3

• [QST] Incompatible CUDA Version

  #1764 opened 2 years ago by ldane
  38

• [QST]How Do I Solve the Problem that Missing Values Cannot Be Converted to Int Values?

  #1770 opened 2 years ago by gukejun1
  19

• [BUG] Filter followed by Groupby throws TypeError for categorical column

  #1767 opened 2 years ago by rcalland
  0

• [BUG] GroupBy schema shapes are incorrect when using `list` agg on list column

  #1763 opened 2 years ago by karlhigley
  0

• [Task] Build binary wheels with `cibuildwheel` instead of `bdist`

  #1752 opened 2 years ago by karlhigley
  0

• [BUG] fitting XGBoost killed by OOM error

  #1750 opened 2 years ago by bilzard
  4