Datasets
November 3, 2023 ยท View on GitHub
This is a comprehensive list of public datasets used by this repository.
| Name (Link/Source) | Framework | Use Case |
|---|---|---|
| AG News (Hugging Face) | PyTorch | Text Classification |
| AG News (TFDS) | TensorFlow | Text Classification |
| Food101 (Torchvision) | PyTorch | Image Classification |
| Food101 (TFDS) | TensorFlow | Image Classification |
| SMS Spam Collection | PyTorch & TensorFlow | Text Classification |
| TF Flowers (TFDS) | PyTorch & TensorFlow | Image Classification |
| Cats vs. Dogs (TFDS) | TensorFlow | Image Classification |
| Country211 (Torchvision) | PyTorch | Image Classification |
| DTD (Torchvision) | PyTorch | Image Classification |
| FGVCAircraft (Torchvision) | PyTorch | Image Classification |
| RenderedSST2 (Torchvision) | PyTorch | Image Classification |
| Rock Paper Scissors (TFDS) | TensorFlow | Image Classification |
| Rotten_Tomatoes (Hugging Face) | PyTorch | Text Classification |
| TweetEval (Hugging Face) | PyTorch | Text Classification |
| CIFAR10 (Torchvision) | PyTorch | Image Classification |
| IMDB Reviews (Hugging Face) | PyTorch | Text Classification |
| IMDB Reviews (TFDS) | TensorFlow | Text Classification |
| GLUE/SST2 (TFDS) | TensorFlow | Text Classification |
| GLUE/COLA (TFDS) | TensorFlow | Text Classification |
| Colorectal Histology (TFDS) | TensorFlow | Image Classification |
| RESISC45 (TFDS) | TensorFlow | Image Classification |
| CDD-CESM | PyTorch & TensorFlow | Image & Text Classification |
| SQuAD | PyTorch & TensorFlow | Text Classification |
| MVTec | PyTorch | Anomaly Detection |
| Code Alpaca | PyTorch | Text Generation |
| Dolly-15k | PyTorch | Text Generation |
| finance-alpaca | HuggingFace | Text Generation |
| Medical Meadow | PyTorch | Text Generation |
| RedPajama-Data | PyTorch | Text Generation |