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intro2ml

Repository for the Intro to Machine Learning course - ETH Zurich Spring 2018

introduction-to-machine-learning

Summary for Introduction to machine learning at ETH Zürich (2019)

introduction_to_machine_learning

Repository of course ressources for Introduction to Machine Learning @ ETH Zurich

introduction_to_machine_learning-1

Learning and Intelligent Systems, ETH Zürich

introductiontotopologicaldataanalysis

introductoryotml

Lecture on a brief introduction of Optimal Transport for Machine Learning

introml

Project repository for project tasks in "Introduction to Machine Learning" at ETH Zurich

introstatsprob-ma4102

Business Maths 1 - Statistics Component

ipot

Implementation of Inexact Proximal point method for Optimal Transport

iterative-mapreduce

Computing a Markov Chain's Steady State Matrix

itkoptimaltransport

Optimal Transport Algorithms in ITK

julia_tutorials

juliaopt-notebooks

A collection of IJulia notebooks related to optimization

jumbot

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

kaggle_titanic

Random Forests implementation for Kaggle's Titanic competition.

kalaitzisthesis

LaTex source files of my PhD thesis. Matlab code will follow.

keras-gan

Keras implementations of Generative Adversarial Networks.

kgc-2021-ot

Slides for my talk on optimal transport for KG at KGC2021

knot

K-dimensional Numerical Optimal Transport

kv-margin

Code for Measuring Generalization with Optimal Transport

labs-telecom

Here are some computer labs I did during my studies at Télécom. This is mostly related to the Data Science and Image Processing tracks I took during the second year.

large-scale-optimal-transport

Report and code for Large Scale optimal transport project

large-scale-ot

Stochastic algorithms for computing Regularized Optimal Transport

lassoregressionexample

latent-distribution-test

Code for Valid Two-Sample Graph Testing via Optimal Transport Procrustes and Multiscale Graph Correlation: Applications in Connectomics

latentot

Latent optimal transport (LOT) for low rank transport and clustering

latex-templates

Custom LaTeX templates that I have used over the years, along with several useful ones that I have found online.

learndatascience

Open Content for self-directed learning in data science

learning-c

Practice problems and snippets of code from books (Expert C Programming, K&R, etc)

learning-optimal-transport