Adaptive and Robust Pipeline for Transfer Learning

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Documentation for package ‘ARTtransfer’ version 1.0.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

ART	ART: Adaptive and Robust Transfer Learning
ART_I_AM	ART_I_AM: ART-Integrated-Aggregrating Machines
fit_gbm	fit_gbm: Gradient Boosting Wrapper for the ARTtransfer package
fit_glmnet_lm	fit_glmnet_lm: Sparse Linear Regression Wrapper for the ARTtransfer package
fit_glmnet_logit	fit_glmnet_logit: Sparse Logistic Regression Wrapper for the ARTtransfer package
fit_lm	fit_lm: Linear Regression Wrapper for the ARTtransfer package
fit_logit	fit_logit: Logistic Regression Wrapper for the ARTtransfer package
fit_nnet	fit_nnet: Neural Network Wrapper for the ARTtransfer package
fit_rf	fit_rf: Random Forest Wrapper for the ARTtransfer package
generate_data	generate_data: Generate synthetic primary, auxiliary, and noisy datasets for transfer learning
stan	stan: Standardize Training, Validation, and Test Datasets