https://github.com/apple/dnikit

A Python toolkit for analyzing machine learning models and datasets.
https://github.com/apple/dnikit

ai bias compression data data-duplication fairness fairness-ml introspection machine-learning ml python

Last synced: 8 months ago
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A Python toolkit for analyzing machine learning models and datasets.

• Host: GitHub
• URL: https://github.com/apple/dnikit
• Owner: apple
• License: apache-2.0
• Created: 2023-04-29T01:59:00.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2023-09-08T13:58:53.000Z (about 2 years ago)
• Last Synced: 2025-01-30T07:33:06.747Z (9 months ago)
• Topics: ai, bias, compression, data, data-duplication, fairness, fairness-ml, introspection, machine-learning, ml, python
• Language: Python
• Homepage: https://apple.github.io/dnikit/
• Size: 11.9 MB
• Stars: 79
• Watchers: 10
• Forks: 9
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • Changelog: CHANGELOG.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE
  • Code of conduct: CODE_OF_CONDUCT.md
  • Citation: CITATION.cff
  • Codeowners: CODEOWNERS

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README

          
# Data and Network Introspection Kit (DNIKit)

A Python toolkit for introspection of machine learning models and datasets.

Please see the [complete docs](https://apple.github.io/dnikit/index.html) for more information.

### Installation

Standard PyPi installation. For installation from a specific branch, see [Contributor's Guide](https://apple.github.io/dnikit/dev/contributing.html).

```

pip install dnikit

```

To run the notebook examples, try this instead:

```

pip install "dnikit[notebook]"

```

Start the notebook:

```

jupyter notebook

```

More installation options can be found in the [docs](https://apple.github.io/dnikit/general/installation.html).