Determinantal Point Process

This repository includes sampling methods for determinantal point processes (DPPs). It is still under development.

Prerequisites

(Python) Exact (k)DPP sampling (with eigen-decomposition)
(Python) Markov Chain Monte Carlo Sampling for (k)DPP (with Gaussian-Auadrature Acceleration)
(Matlab) Markov Chain Monte Carlo Sampling for (k)DPP (with Gaussian-Auadrature Acceleration)

Name		Name	Last commit message	Last commit date
Latest commit History 59 Commits
examples/notebooks		examples/notebooks
fig		fig
helper		helper
matlab		matlab
sampler		sampler
README.md		README.md
demo.py		demo.py
demo_classification.py		demo_classification.py
demo_nystrom.py		demo_nystrom.py
runtime.py		runtime.py
test.py		test.py