NVIDIA-Merlin / NVIDIA-Merlin/Merlin
[INF] Merlin commons - Operators
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@jperez999 is already working on this.
Since Feb 21, 2023.
- Dominant language
- Python
- Stars
- 907
- Forks
- 129
- PR merge metrics
- No merged PRs in 30d
Description
- Make a decision around how much we want to do in the model vs how much we want to do in operation graphs?
- Come up with a consistent way to do padding (in the dataloader) so that we can use the same function for training, dataloading and serving
- Establish how we handle data transformations for small batches in a relatively standard way
- Dictionary/dataframe translation
- Optimizing Merlin operators for serving and dataloading (small batch)
- NVTabular - Simplify and standardize Categorify(), so that unique values parquet can be used for reverse categorify
Contributor guide
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