Tools for Applying Distribution Mapping Based Transfer Learning

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Documentation for package ‘DMTL’ version 0.1.2

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confined Restrict data in a given interval
dist_match Distribution Matching for Source and Reference Datasets
DMTL Distribution Mapping based Transfer Learning
EN_predict Predictive Modeling using Elastic Net
estimate_cdf Estimate Cumulative Distribution
match_func Estimate Inverse Mapping
norm01 Normalize vector in [0, 1]
norm_data Normalize matrix per column in [0, 1]
performance Evaluate Regression Model Performance using Various Metrics
RF_predict Predictive Modeling using Random Forest Regression
SVM_predict Predictive Modeling using Support Vector Machine
zscore Standardize matrix per column