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mfouda's Projects

courses icon courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

covid-19 icon covid-19

The final project for optimal transport course

covid19-r icon covid19-r

Collection of analyses, packages, visualisations of COVID19 data in R

crossdomainfaultdiagnosis icon crossdomainfaultdiagnosis

Repository containing the code for the experiments and examples of my Bachelor Thesis: Cross Domain Fault Detection through Optimal Transport

cs229_isl icon cs229_isl

iPython + scikit-learn for machine learning.

cs231n icon cs231n

Solutions to CS231n Assignments.

cs446 icon cs446

:computer: CS446: Machine Learning in Spring 2018, UIUC

csml icon csml

Machine Learning and Computational Statistics

cudaot icon cudaot

Repository for solving discrete optimal transport problems via Cplex, Sinkhorn, FastEMD and the GPU implementation of SparseSinkhorn,

cuomt icon cuomt

A CUDA/C++ implementation of adaptive Monte Carlo Optimal Transport algorithm

dat8 icon dat8

General Assembly's Data Science course in Washington, DC

decisiontrees icon decisiontrees

Seminar work "Decision Trees - An Introduction" with presentation, seminar paper, and Python implementation

decisiontrees-1 icon decisiontrees-1

High performance implementations of gradient boosting, random forests, etc. in Go

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