Softwares

Software Packages and Codes

• R code for machine learning models for ultra-sensitive detection of lipoarabinomannan with plasmonic grating biosensors in clinical samples of tuberculosis. (DOWNLOAD: MLCode.zip )

• R package: psbcGroup: Penalized Parametric and Semiparametric Bayesian Survival Models with Shrinkage and Grouping Priors. https://cran.r-project.org/web/packages/psbcGroup/index.html

• Bayesian Adaptive Nearest Neighbor for Classification. (DOWNLOAD: BANN.zip)

• Bayesian SVM and RVM Regression.(DOWNLOAD: BSVMRVMreg.zip)

• Bayesian Testing of Genetic Pathway effects Using Kernel Machine Models. (DOWNLOAD: BTestPathway.zip)

• ComPhy: Prokaryotic Composite Distance Phylogenies Inferred From Whole-Genome Gene Sets. (Link)

• Bayesian Multi Response SVM and RVM Regression. (upcoming)

• Multiclass BART with Automatic Tree Selection. (upcoming)

• Bayesian Variable Selection and Grouping. (DOWNLOAD: GL-code.zip)

Disclaimer: My codes are not for any commercial use. All codes are posted only after the approval of my collaborators. The not working links or upcoming are those, for which I dont have approval of my co-authors, results not published yet, or I am in the process of cleaning and optimizing it to make it usable by everybody. I am going to freely disseminate them in future. So, stay tuned !!!