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evilyingyun's Projects

pymongeampere icon pymongeampere

Python interface for a 2D optimal transport / Monge Ampère solver using Laguerre diagrams

quickshift icon quickshift

A clustering algorithm that first finds the high-density regions (cluster-cores) of the data and then clusters the remaining points by hill-climbing. Such seedings act as more stable and expressive cluster-cores than the singleton modes found by popular algorithm such as mean shift. (https://arxiv.org/abs/1805.07909)

rdist icon rdist

An R package to calculate pairwise distances

s-wmd icon s-wmd

Code for Supervised Word Mover's Distance (SWMD)

spark-py-notebooks icon spark-py-notebooks

Apache Spark & Python (pySpark) tutorials for Big Data Analysis and Machine Learning as IPython / Jupyter notebooks

spectra icon spectra

A header-only C++ library for large scale eigenvalue problems

tree-wasserstein icon tree-wasserstein

A python module for fast calculation of the wasserstein distance on tree metrics implemented by C++.

udacimak icon udacimak

Udacity Nanodegree and Course Downloader

visbeat icon visbeat

Code for making anything dance to anything

wassersteindictionarylearning icon wassersteindictionarylearning

Morgan A. Schmitz., Matthieu Heitz, Nicolas Bonneel, Fred Ngole, David Coeurjolly, Marco Cuturi, Gabriel Peyré, and Jean-Luc Starck. "Wasserstein dictionary learning: Optimal transport-based unsupervised nonlinear dictionary learning." SIAM Journal on Imaging Sciences, 2018

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