Income data set is already included in this repository.
You could download spam data from Colab for Influence Function
├── exp_income.ipynb (Experiment for fixing data of income)
├── exp_sincurve.ipynb (Experiment for fixing sin(x))
├── interactive_mnist_duti.ipynb (Interactive UI for fixing data of MNIST using traditional DUTI)
├── interactive_mnist_iduti.ipynb (Interactive UI for fixing data of MNIST using iDUTI)
├── fig_input_checking.ipynb (Plotting the figure of MNIST input checking)
├── fig_spam_input_checking.ipynb (Plotting the figure of spam input checking)
├── exp_auto_fix_spam.ipynb (Experiment for automatically fixing spam)
├── influence (Library directly use from Influence Function)
├── duti (Implemented Library of DUTI and its experiments)
│ ├── duti.py
│ ├── experiments.py
│ └── __init__.py
├── data (Supporting testset)
│ ├── adult.csv
│ └── spam
└── utils (Util functions)
├── experiment_mnist.py
├── __init__.py
├── load_mnist.py
├── load_spam.py
└── mnist_devel.ipynb