Deep learning framework DNN with conditional WGAN for protein solubility prediction

no code implementations • 17 Nov 2018 • X. Han, L. Zhang, K. Zhou, X. Wang

A data augmentation algorithm that can enlarge the dataset of protein solubility and improve the performance of prediction model is highly desired, which can alleviate the common issue of insufficient data in biotechnology applications for developing machine learning models.

BIG-bench Machine Learning Data Augmentation