MultiVariate Empirical Quantile Function (grid-based)
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Updated
Dec 30, 2020 - C++
MultiVariate Empirical Quantile Function (grid-based)
Implementation of the Extreme Joint Distribution algorithm in C++
Website for Krama Lab @ IIT Hyderabad
Wasserstein barycenter research for images
Keypoint-guided Factorization for Optimal Transport
Well-commented Python code for a minimalist model of coevolving supply-drainage networks in a spatially continuous domain. The conceptual framework developed here stems from observing the duality between the interlocking network of ridges and valleys in natural landscapes.
This repository contains my project for a school assignment, developed when I was an 11th grader. It focuses on exploring and utilizing graphs in order to solve various problems. The project demonstrates my understanding of graph algorithms and data structures, showcasing the practical applications of graph theory concepts.
This repo contains an R package to execute ROKET's real data analysis workflow on TCGA cancer types
Application of optimal transport techniques to evaluate similarities between complex nlp datasets
This R package repository performs optimal transport and kernel regression hypothesis testing. Functions to perform large scale simulations are also provided.
Some code to Get the Optimal relative Transport started. This will be slowly updated if needed.
implementation of the OTC curves on pixel images
JAX implementation of the Greenkhorn and adaptive primal-dual accelerated mirror descent (APDAMD) Algorithms. Project done as part of the course on computional optimal transport by Gabriel Peyré.
MATLAB implementation of the Earth Mover's Distance Dynamic Filtering (EMD-DF) algorithm from Bertrand et al., 2018
Resources about Talks and Presentations I've done recently
C++ and Python tools for balanced and unbalanced semi-discrete optimal transport (SDOT) in 2d.
This project implements the Wasserstein-GAN approach to estimate Wasserstein distances and benchmarks it against other approaches.
Optimal Transport - Monge, Bregman and Occam Estimator (A Short Tutorial)
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