This is a Sparse Principal Component Analysis (SPCA) Toolbox which Performs 8 formulations of the SPCA algorithm introduced by Richtarik et. al

http://arxiv.org/abs/1212.4137 (For theoretical background)

Details of the toolbox can be found in the ReadMe entry of the github link provided