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torchdatasets provides ready-to-use datasets compatible with the torch package.
The released version of torchdatasets can be installed with:
install.packages("torchdatasets")You can also install the development version with:
remotes::install_github("mlverse/torchdatasets")Currently, the following datasets are implemented:
| Dataset | Domain | Type | Authentication |
|---|---|---|---|
| bird_species_dataset() | Images | Classification | Not required |
| dogs_vs_cats_dataset() | Images | Classification | Not required |
| guess_the_correlation_dataset() | Images | Regression | Not required |
| cityscapes_pix2pix_dataset() | Images | Segmentation | Not required |
| oxford_pet_dataset() | Images | Segmentation | Not required |
| bank_marketing_dataset() | Tabular | Classification | Not required |
| imdb_dataset() | Text | Classification | Not required |
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.