solevillar

scGeneFit-python

Python code for genetic marker selection using linear programming

Inference_and_Representation

kmeans_sdp

Implementation of kmeans SDP and experiments from paper: Clustering subgaussian mixtures by semidefinite programming. Dustin Mixon, Soledad Villar, Rachel Ward

GHMatch

GHMatch code for https://arxiv.org/pdf/1610.05214.pdf

scGeneFit

Differentiable-Sparse-Subset-Selection

Differentiable Sparse Subset Selection by Norm Penalties

gnn_talk

maxCut

AdversarialAttack

Capstone project - produce and evaluate adversarial attacks

clustering_certificate

Implementation of certificate for k-means optimality based on algorithm from paper: Probably certifiably correct k-means clustering. https://arxiv.org/pdf/1509.07983v2.pdf

Comet_challenge

ir18

Inference and Representation (DS-GA-1005, CSCI-GA.2569), fall 18

kmeans-GW

generalization of k-means to point clouds using various things involving "GW".

ott

Optimal Transport tools implemented with the JAX framework, to get auto-diff, parallel and jit-able computations.

pymaniclust

QAP_pt

Ring-GNN

SqueezeFit

proof of concept code for https://arxiv.org/abs/1812.02768 (requires Matlab and CVX)