To overcome these aforementioned issues, this paper proposes a distributed PCA algorithm termed FAST-PCA (Fast and exAct diSTributed PCA). The proposed algorithm is efficient in terms of communication ...

Data Science Project Boilerplate This boilerplate is designed to kickstart data science projects by providing a basic setup for database connections, data processing, and machine learning model ...

We propose the use of a "nonnegative principal component analysis (nonnegative PCA)" algorithm, which is a special case of the nonlinear PCA algorithm, but with a rectification nonlinearity, and we ...