xjiajiahao

dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

WassersteinGAN

pyvista

3D plotting and mesh analysis through a streamlined interface for the Visualization Toolkit (VTK)

POT

POT : Python Optimal Transport

imagenette

A smaller subset of 10 easily classified classes from Imagenet, and a little more French

federated

A collection of Google research projects related to Federated Learning and Federated Analytics.

fast-soft-sort

Fast Differentiable Sorting and Ranking

symplectic-gradient-adjustment

A colab that implements the Symplectic Gradient Adjustment optimizer from "The mechanics of n-player differentiable games"

WDGRL

swae-pytorch

Implementation of the Sliced Wasserstein Autoencoder using PyTorch

backpack

This repository is no longer maintained. Check

swd

unsupervised video and image generation

IPOT

Implementation of Inexact Proximal point method for Optimal Transport

Federated-Learning-Pytorch

gsw

swg

Sliced Wasserstein Generator

ZO-AdaMM

Code for paper 'ZO-AdaMM: Zeroth-Order Adaptive MomentumMethod for Black-Box Optimization'

SketchyCGAL

MATLAB implementation of the Scalable Semidefinite Programming

gwgan

Learning Generative Models across Incomparable Spaces (ICML 2019)

Sinkhorn-Barycenters

Sinkhorn Barycenters via Frank-Wolfe algorithm

2014-JMIV-SlicedTransport

N. Bonneel, J. Rabin, G. Peyré, H. Pfister. Sliced and Radon Wasserstein Barycenters of Measures. Journal of Mathematical Imaging and Vision, 51(1), pp. 22–45, 2015.

swg

Sliced Wasserstein Generator

linearFW

Frank-Wolfe optimization variants with a linear convergence rate

StochOpt.jl

A suite of stochastic optimization methods for solving the empirical risk minimization problem.

swf

ZO-minmax

Zeroth-order Min-max Optimization

SHCGM

MATLAB implementation of the Stochastic Homotopy Conditional Gradient Method

min_swe

DistributedAUC

Black_Box_Variational_Inference