https://github.com/cleanlab/cleanvision-examples
Notebooks demonstrating example applications of the cleanvision library
https://github.com/cleanlab/cleanvision-examples
cleanvision
Last synced: 9 months ago
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Notebooks demonstrating example applications of the cleanvision library
- Host: GitHub
- URL: https://github.com/cleanlab/cleanvision-examples
- Owner: cleanlab
- License: agpl-3.0
- Created: 2023-02-10T18:10:11.000Z (almost 3 years ago)
- Default Branch: main
- Last Pushed: 2024-02-13T19:06:58.000Z (almost 2 years ago)
- Last Synced: 2025-03-26T20:34:46.133Z (9 months ago)
- Topics: cleanvision
- Language: Jupyter Notebook
- Homepage: https://github.com/cleanlab/cleanvision/
- Size: 12.5 MB
- Stars: 15
- Watchers: 8
- Forks: 1
- Open Issues: 2
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# 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
```