rodrigo-pena

amld2019-graph-workshop

Learning and Processing over Networks workshop AMLD 2019

graph-learning

sentinel-fusion

Fusing data from the ESA Copernicus Programme's Sentinel missions.

seam-carving

MATLAB implementation of the seam-carving algorithm for image retargeting.

gssr

Graph Signal Sampling and Recovery (GSSR)

kohonen-maps

Implementation of the Self-Organizing Map (SOM) algorithm.

non-linear-estimation-mcmc

Implementation of a Markov-Chain Monte Carlo (MCMC) method for a non-linear estimation problem.

load-data

Repository for maintaining functions and scripts to load data from specific datasets in specific formats

phd-thesis

My EPFL Ph.D. thesis

rl-mountain-car

Reinforcement learning solution for a mountain-car problem

rodrigo-pena.github.io

Repository for my personal website

city-posters

Generate city posters with Geopandas and SRAI

fdasrsf_python

elastic fda python code

gan-intro

laplacian_segmentation

graph laplacian song segmentation

ntds_2018

Material for the EPFL master course "A Network Tour of Data Science", edition 2018.

numerical-solvers

Repository for maintaining functions and scripts of numerical solvers

pd-playground

Hosts small projects on pd

pixel-art-super-res

This was one of my first coding projects.

planets

pygsp

Graph Signal Processing in Python

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-generative-adversarial-networks

A very simple generative adversarial network (GAN) in PyTorch

SheppLoganSCWExamples

Contains all of the files pertaining to the Software Carpentry Workshop taking place 07/09/1015 and 08/09/2015 at the University of Surrey in Guildford

src-localization-graphs

Implementation of algorithms for source localization on graphs via l1 regularisation and spectral graph theory.