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Hyunwoo J. Kim's Projects

advancedml icon advancedml

Reading list for the Advanced Machine Learning Course

cleverhans icon cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

d2l-pytorch icon d2l-pytorch

This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.

dooly icon dooly

Useful Matlab functions for csvread, timestamp, and comments.

dp-mmglm icon dp-mmglm

Manifold-valued Dirichlet Processes on SPD manifolds

lvgm-cvpr2016 icon lvgm-cvpr2016

Latent Variable Graphical Model Selection using Harmonic Analysis: Applications to the Human Connectome Project (HCP) Won Hwa Kim∗ Hyunwoo J. Kim∗ Nagesh Adluru Vikas Singh University of Wisconsin-Madiso

mmglmaws icon mmglmaws

Code to run multiple jobs parallely over AWS (similar to HTCondor)

riem-mem-cvpr2017 icon riem-mem-cvpr2017

Riemannian Nonlinear Mixed Effects Models: Analyzing LongitudinalDeformations in Neuroimaging.

selar icon selar

Official PyTorch Implementation of "Self-supervised Auxiliary Learning with Meta-paths for Heterogeneous Graphs". NeurIPS 2020.

tensorpack icon tensorpack

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

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