Dynamic label propagation implemented in Rust. Algorithm as described in the following paper: Wang, Bo and Tu, Zhuowen and Tsotsos, John."Dynamic Label Propagation for Semi-supervised Multi-class Multi-label Classification." Proceedings of the ICCV, 2013.
If you clone the respository, you will have access to the test and training USPS digit data.
The function dynamic_label_propagation() takes number of classes, training labels/features, test features, as well as some tuning paramaters:
dynamic_label_propagation(classes, &xTrain, &yTrain, &xTest, &Default::default())
After compiling the source code, simply execute cargo run from the top level directory DynamicLabelPropagation in order to start the algorithm. The output will show the test array as well as the predictions and accuracy:
