Datasets

The datasets supported by the AI Explainability 360 toolkit are listed below. Please follow the instructions for each dataset.

1. FICO HELOC Dataset

   Source: https://community.fico.com/s/explainable-machine-learning-challenge

   Download instructions: See download form. After download, place the file heloc_dataset.csv in the folder aix360/data/heloc_data/

2. Medical Expenditure Panel Survey Data

   Source: https://meps.ahrq.gov/mepsweb/

   Download instructions: See meps_data/README.md

3. NHANES CDC dataset

   Source: https://wwwn.cdc.gov/nchs/nhanes/search/datapage.aspx?Component=Questionnaire&CycleBeginYear=2013

   No download required, appropriate dataset class downloads the dataset from web.

4. Fashion MNIST dataset

   source: https://github.com/zalandoresearch/fashion-mnist

   No download required, appropriate dataset class downloads the dataset from web.

5. MNIST dataset

   Source: http://yann.lecun.com/exdb/mnist/

   No download required, appropriate dataset class downloads the dataset from web.

6. CIFAR dataset

   Source: https://www.cs.toronto.edu/~kriz/cifar.html

   No download required, appropriate dataset class downloads the dataset from web.

7. CelebA dataset

   Source: http://mmlab.ie.cuhk.edu.hk/projects/CelebA.html

   No download required, appropriate dataset class downloads the dataset from web.

8. Synthetic dataset to predict employee attrition

   Source: Generated aix360/data/ted_data

   No download required, appropriate python code generates the data.

9. e-SNLI dataset

   Source: https://www.eraserbenchmark.com/zipped/esnli.tar.gz

   Follow download instructions in the [nbviewer]