DATASETS.md

# Datasets

This is a comprehensive list of public datasets used by this repository.

| Name (Link/Source) | Framework | Use Case |
|--------------------| --------- | -------- |
| [AG News (Hugging Face)](https://huggingface.co/datasets/ag_news) | PyTorch | Text Classification |
| [AG News (TFDS)](https://www.tensorflow.org/datasets/catalog/ag_news_subset) | TensorFlow | Text Classification |
| [Food101 (Torchvision)](https://pytorch.org/vision/stable/generated/torchvision.datasets.Food101.html#torchvision.datasets.Food101) | PyTorch | Image Classification |
| [Food101 (TFDS)](https://www.tensorflow.org/datasets/catalog/food101) | TensorFlow | Image Classification |
| [SMS Spam Collection](https://archive.ics.uci.edu/dataset/228/sms+spam+collection) | PyTorch & TensorFlow | Text Classification |
| [TF Flowers (TFDS)](https://www.tensorflow.org/datasets/catalog/tf_flowers) |  PyTorch & TensorFlow | Image Classification |
| [Cats vs. Dogs (TFDS)](https://www.tensorflow.org/datasets/catalog/cats_vs_dogs) |  TensorFlow | Image Classification |
| [Country211 (Torchvision)](https://pytorch.org/vision/stable/generated/torchvision.datasets.Country211.html#torchvision.datasets.Country211) | PyTorch | Image Classification |
| [DTD (Torchvision)](https://pytorch.org/vision/stable/generated/torchvision.datasets.DTD.html#torchvision.datasets.DTD) | PyTorch | Image Classification |
| [FGVCAircraft (Torchvision)](https://pytorch.org/vision/stable/generated/torchvision.datasets.FGVCAircraft.html#torchvision.datasets.FGVCAircraft) | PyTorch | Image Classification |
| [RenderedSST2 (Torchvision)](https://pytorch.org/vision/stable/generated/torchvision.datasets.RenderedSST2.html#torchvision.datasets.RenderedSST2) | PyTorch | Image Classification |
| [Rock Paper Scissors (TFDS)](https://www.tensorflow.org/datasets/catalog/rock_paper_scissors) |  TensorFlow | Image Classification |
| [Rotten_Tomatoes (Hugging Face)](https://huggingface.co/datasets/rotten_tomatoes) | PyTorch | Text Classification |
| [TweetEval (Hugging Face)](https://huggingface.co/datasets/tweet_eval) | PyTorch | Text Classification |
| [CIFAR10 (Torchvision)](https://pytorch.org/vision/stable/generated/torchvision.datasets.CIFAR10.html#torchvision.datasets.CIFAR10) |  PyTorch | Image Classification |
| [IMDB Reviews (Hugging Face)](https://huggingface.co/datasets/imdb) | PyTorch | Text Classification |
| [IMDB Reviews (TFDS)](https://www.tensorflow.org/datasets/catalog/imdb_reviews) | TensorFlow | Text Classification |
| [GLUE/SST2 (TFDS)](https://www.tensorflow.org/datasets/catalog/glue#gluesst2) |  TensorFlow | Text Classification |
| [GLUE/COLA (TFDS)](https://www.tensorflow.org/datasets/catalog/glue#gluecola_default_config) |  TensorFlow | Text Classification |
| [Colorectal Histology (TFDS)](https://www.tensorflow.org/datasets/catalog/colorectal_histology) |  TensorFlow | Image Classification |
| [RESISC45 (TFDS)](https://www.tensorflow.org/datasets/catalog/resisc45) |  TensorFlow | Image Classification |
| [CDD-CESM](https://wiki.cancerimagingarchive.net/pages/viewpage.action?pageId=109379611) |  PyTorch & TensorFlow | Image & Text Classification |
| [SQuAD](https://rajpurkar.github.io/SQuAD-explorer/) |  PyTorch & TensorFlow | Text Classification |
| [MVTec](https://www.mvtec.com/company/research/datasets/mvtec-ad) |  PyTorch | Anomaly Detection |