Melodi Lab @ The University of Washington

divfl

Diverse Client Selection for Federated Learning via Submodular Maximization

gmtk

gmtk - the graphical models toolkit

dripToolkit

The DRIP Toolkit (DTK) identifies tandem mass spectra utilizing a Dynamic Bayesian network for Rapid Identification of Peptides (DRIP). DTK performs efficient dynamic Bayesian network (DBN) inference using the Graphical Models Toolkit (GMTK).

Submodular-Selection-of-Assays

SGM

Bipartite matching generalizations for peptide identification in tandem mass spectrometry

DIHCL

DoCL

Code for "Curriculum Learning by Optimizing Learning Dynamics" (AISTATS 2021)

ILMSF_old

MATLAB code by Kai Wei : Interactive Learning of Mixtures of Submodular Functions, for Image Summarization

Kmers-Selection

SGMvisualization

dataperf-vision-selection

Alpha version of our data-centric visual benchmark for training data selection

GUI_Interface_For_Submodular_Data_Selection

MCL