Improving Machine Learning Performance with Synthetic Augmentation

Create a library that evaluates the 'distributional shift' introduced by synthetic augmentation methods before training begins. Help data scientists avoid biased synthetic training sets.

Suggested repo: augGuard

"Stop polluting your training data with biased synthetic samples."

Estimated effort: 30h