evilyingyun Goto Github PK

fw-lasso

Randomized Frank-Wolfe algorithm for fast and scalable Lasso regression (C++ code)

gazecapture

Eye Tracking for Everyone

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

gmmot

Python notebooks for Optimal Transport between Gaussian Mixture Models

graphwave

graphwavemachine

A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".

gt-nlp-class

Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"

hackingneuralnetworks

A small course on exploiting and defending neural networks

hands-on-gpu-programming-with-python-and-cuda

Hands-On GPU Programming with Python and CUDA, published by Packt

hott

Code for NeurIPS 2019 paper "Hierarchical Optimal Transport for Document Representation"

kmeans-with-custom-metric-function-and-multithreading

large-scale-optimal-transport

Report and code for Large Scale optimal transport project

leetcode

Solutions of LeetCode Online Judge

libigl

Simple C++ geometry processing library.

machine-learning

machine-learning-mindmap

A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.

matlab

mit6867

6.867 Machine Learning

mlot

This is the repository to reproduce the experiments of the IJCAI 2020 paper "Metric Learning in Optimal Transport for Domain Adaptation"

motionmagnification

Eulerian, Lagrangian, and Phase-Based Motion Magnification in MATLAB

nbnn-nbnl

numerical-tours

Numerical Tours of Signal Processing

optimal-transport

Optimal transport and generalizations

optimaltransportnips17

Code for NIPS 2017 spotlight paper: "Near-linear time approximation algorithms for optimal transport via Sinkhorn iteration" by Jason Altschuler, Jonathan Weed, and Philippe Rigollet. Full paper available at: https://papers.nips.cc/paper/6792-near-linear-time-approximation-algorithms-for-optimal-transport-via-sinkhorn-iteration.

opw

Order-preserving Optimal Transport for Distances between Sequences

ordinary-camera

Computational Periscopy with an Ordinary Digital Camera

ot_demo

demo codes for several approximate optimal transport solvers

ot_estimators

Implementations of several fast approximate algorithms for geometric optimal transport (OT)

otalign

Gromov-Wasserstein Alignment of Embeddings

pattern_classification

A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks