https://github.com/ruivieira/benchmark-models

A curated collection of datasets and models using the cookiecutter Data Science convention.
https://github.com/ruivieira/benchmark-models

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A curated collection of datasets and models using the cookiecutter Data Science convention.

• Host: GitHub
• URL: https://github.com/ruivieira/benchmark-models
• Owner: ruivieira
• License: apache-2.0
• Created: 2021-01-07T20:50:45.000Z (over 4 years ago)
• Default Branch: main
• Last Pushed: 2023-03-04T12:41:36.000Z (over 2 years ago)
• Last Synced: 2024-12-06T19:36:49.630Z (10 months ago)
• Language: Jupyter Notebook
• Homepage:
• Size: 39.4 MB
• Stars: 0
• Watchers: 4
• Forks: 2
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# benchmark-models

A curated collection of datasets and models using the `cookiecutter` Data Science convention.

## Datasets

### Multi-output

- [pima-indians-diabetes-multi](./pima-indians-diabetes-multi), the Pima Indians diabetes dataset

### Model fairness

- [law-data](./law-data), the Law School Admission Council survey data.

- [credit-bias](./credit-bias), for credit bias analysis and exploration.

- [bias-loan](./bias-loan/), for a biased loan dataset and model.

## Models

| Name                                  | Inputs                 | Outputs       | Type                    |

|---------------------------------------|------------------------|---------------|-------------------------|

| [credit-bias](./credit-bias)          | -                      | Single output | -                       |

| [bias-loan](./bias-loan) | Numerical | Single output  | Random forest classifier |

| [pima-indians-diabetes-multi](./pima-indians-diabetes-multi) | Numerical | Multi output  | Decision Tree regressor |