Click here to see how to set up DeepAtash and validate its general functionality by using our pre-configured Docker image.
Click here to see how to validate the paper’s claims and results in detail.
The package is structured as follows:
- MNIST contains the DeepAtash tool adapted to the handwritten digit classification case study and the instructions on how to use it;
- IMDB contains the DeepAtash tool adapted to the movie sentiment analysis case study and the instructions on how to use it;
- experiments contains the raw experimental data and the scripts to obtain the results reported in the ISSTA paper;
- documentation contains a quick installation guide and a detailed description of the tool.
Note: each sub-package contains further specific instructions.