Sampled-Data Attacks and Metric for Statistical Closeness #3
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- DataSampler:
- create generic DataSampler base class
- create KnownDataSampler class, inheriting from DataSampler, from the original DataSampler class
- create new SampledDataSampler class, inheriting from DataSampler
- WhooshDataset:
- create a new method sample_test_training to generate disjunct test and training data sets
- adapt sample method to work with both the original known data samling and the new method
If a training_set is provided, there is no sampling, but the test_set and training_set are returned directly.
…nto query space for training and testing
… hands through the list of queries from the aux knowledge without sampling or changing the order
…List as query log with google trends data
Add statistics about data sources in example
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Details will follow, this PR supports extensions from an upcoming paper.