Kilian (@kilianFatras)
github

kilianFatras

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  • Stars
    star
    273
  • Global Rank 96,121 (Top 4 %)
  • Followers 34
  • Following 15
  • Registered about 8 years ago
  • Most used languages
    Python
         66.7 %
    Jupyter Notebook
         33.3 %
  • Location 🇫🇷 France
  • Country Total Rank 2,513
  • Country Ranking
    Jupyter Notebook
         152
    Python
         1,423

Top repositories

1

awesome-optimal-transport

A list of awesome papers and cool resources on optimal transport and its applications in general! As you will notice, this list is currently mostly focused on optimal transport for machine learning topics.
159
star
2

variance_reduced_neural_networks

Implementation of SVRG and SAGA optimization algorithms for deep learning topics.
Jupyter Notebook
58
star
3

JUMBOT

Official Python3 implementation of our ICML 2021 paper "Unbalanced minibatch Optimal Transport; applications to Domain Adaptation"
Python
39
star
4

minibatch_Wasserstein

Code for "Learning with minibatch Wasserstein: asymptotic and gradient properties".
Jupyter Notebook
11
star
5

unbiased_minibatch_sinkhorn_GAN

Official repository of "Minibatch optimal transport distances; analysis and applications" (https://arxiv.org/pdf/2101.01792.pdf)
Jupyter Notebook
9
star
6

stochastic_opt_OT

implementation of the paper "Stochastic Optimization for Large-scale Optimal Transport" (https://arxiv.org/pdf/1605.08527.pdf).
Python
5
star
7

Draughts-game-AI

Artificial Intelligence that plays Draughts game (also known as checkers)
Python
2
star
8

Machine-Learning

Famous machine learning algorithm
Python
1
star
9

find_a_string

We want to find a string with a genetic algorithm.
Python
1
star
10

Recommender-systems

Famous recommender systems algorithm.
Python
1
star