Machine Learning

Graph Clustering

Determination of the number of clusters by symmetric non-negative matrix factorization

Topic Modeling

Semantic Nonnegative Matrix Factorization with Automatic Model Determination for Topic Modeling

Anomalous Diffusion

Identification of anomalous diffusion sources by unsupervised learning

Distributed NMFk

Distributed non-negative matrix factorization with determination of the number of latent features

Geographic variation of mutagenic exposures in kidney cancer genomes

Geographic variation of mutagenic exposures in kidney cancer genomes

Multilayer Perceptron

A neural network for the determination of latent dimensionality in non-negative matrix factorization

SigProfilerAssignment

Assigning mutational signatures to individual samples and individual somatic mutations with SigProfilerAssignment

SigProfilerExtractor

Uncovering novel mutational signatures by de novo extraction with SigProfilerExtractor

SymmNMFk- Graphical clustering with Consensus framework

Determination of the number of clusters by symmetric non-negative matrix factorization

The mutagenic forces shaping the genomic landscape of lung cancer in never smokers

The mutagenic forces shaping the genomic landscape of lung cancer in never smokers