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advent-of-code-2020

Advent of Code is an Advent calendar of small programming puzzles for a variety of skill sets and skill levels that can be solved in any programming language you like. This repository contains my answers in draft Notebook format for 2020.

aim

Aim 💫 — easy-to-use and performant open-source ML experiment tracker.

airbnb-visualized

Data Visualization Project

celegansdev

This repository contains the relevant code for the ImageJ PlugIn enabling users to approximate surface and volume evolution of C. Elegans embryonic cells over time. It is part of a project for the BIO-410 course @ EPFL.

cppcourse-brunel

Implementation of a neural network simulation from a 2000 paper : "Dynamics of Sparsely Connected Networks of Excitatory and Inhibitory Spiking Neurons" by NICOLAS BRUNEL.

cs449-assignments

Programming assignments in Scala with Apache Spark RDDs and DataFrames for CS-449 (EPFL), spring semester of 2021.

cs449-milestone-1

My implementation of Milestone 1 of the Recommender System project for CS-449 Systems for Data Science at EPFL, spring semester 2021. I received full marks with additional bonus points for a total score of 33/30.

cs449-milestone-2

My implementation of Milestone 2 of the Recommender System project for CS-449 Systems for Data Science at EPFL, spring semester 2021. I received full marks.

cs449-milestone-3

My implementation of Milestone 3 of the Recommender System project for CS-449 Systems for Data Science at EPFL, spring semester 2021. I received full marks.

data-visualization-project-2021-cam

Airbnb in Switzerland, visualized. A practical guide for swiss-trotters and property owners alike.

deep-learning

Notebooks used to solve the practical exercices for EE-559 taught at EPFL.

deep-learning-mini-projects-ee559

Deep learning course : mini projects

econml

ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal in

epfl-ml-project1

g-power

A Streamlit version of G*Power to make power analyses available online for everyone.

graphmel

Graph analytics for immunotherapeutic response prediction for metastatic melanoma patients

monai

AI Toolkit for Healthcare Imaging

nidmd

Python Module for the computation and visualisation of fMRI time-series Dynamic Mode Decomposition.

nidmd-dashboard

Interactive Dashboard for analyzing the dynamic mode decomposition of time-series fMRI data.

ogxcrm

EXPA Integrated Customer Relationship Manager

pytorch-cyclegan

A clean and readable Pytorch implementation of CycleGAN

streamlit-drawable-canvas

Do you like Quick, Draw? Well what if you could train/predict doodles drawn inside Streamlit? Also draws lines, circles and boxes over background images for annotation.

swisspv

tagapi

tagflow

Automated myocardial strain estimation from tagged MR images

tagroi

Segmentation model for tagged cardiac MR images.

tagseg

Segmentation of tagged cardiac MR images

time-tracker

A Dash time tracking dashboard that connects to Google Calendar API

tutorials

Tutorials by Arnaud Dhaene