Site web of the Mathematical Tours

PyTorch implementation of efficient algorithms for DRO with CVaR and Chi-Square uncertainty sets

Learning Generative Models across Incomparable Spaces (ICML 2019)

Riemannian Adaptive Optimization Methods with pytorch optim

Hyperbolic Embeddings

scikit-procrustes, a collection of solvers for the (Weighted) Orthogonal Procrustes Problem

PyTorch implementations of Generative Adversarial Networks.

A framework to learn cross-lingual word embedding mappings

A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy.

Papers from the computer science community to read and discuss.

Interpretable ML package designed to explain any machine learning model.

Code for "High-Precision Model-Agnostic Explanations" paper

A game theoretic approach to explain the output of any machine learning model.

Pytorch implementation of convolutional neural network visualization techniques

POT : Python Optimal Transport

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