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cleanvision-examples

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Notebooks demonstrating example applications of the cleanvision library

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# cleanvision-examples

The notebooks in this repository demonstrate example applications
of the [CleanVision](https://github.com/cleanlab/cleanvision/) package on various datasets including:

- [Caltech-256](caltech256.ipynb)
- [Caltech-UCSD Birds-200-2011 (CUB-200-2011)](cub200.ipynb)
- [CIFAR10](cifar10.ipynb)
- [Food-101](food101.ipynb)

For a quick-start tutorial on how to use CleanVision, first check out the [Tutorials](https://cleanvision.readthedocs.io/en/latest/tutorials/tutorial.html#)

[cloud_dataset.ipynb](cloud_dataset.ipynb) demonstrates how to run CleanVision on a cloud dataset in [AWS S3](https://aws.amazon.com/s3/)  storage as well as instructions for datasets stored in [Azure](https://azure.microsoft.com/en-us/products/storage/blobs/) or [GCP](https://cloud.google.com/storage).

## Installation

You can install the most recent stable version of the package via

```shell
pip install cleanvision
```

More information on installation can be found [here](https://cleanvision.readthedocs.io/en/latest/#installation).

Some recently-added examples may require the developer version of the package, which you can install via:

```shell
pip install git+https://github.com/cleanlab/cleanvision.git
```

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