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ann-epfl

Repository for the programming exercises of the Artifitial Neural Networks course (CS-456) at EPFL.

automatic-harmonization

Recurrent Neural Network for Automatic Harmonization trained on the Annotated Beethoven Corpus (ABC) developed by the Digital Cognitive and Musicology Laboratory at EPFL.

autovc

AutoVC: Zero-Shot Voice Style Transfer with Only Autoencoder Loss

barbany.github.io

bullet3

Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics, machine learning etc.

functional-programming

Assignments for Functional Programming course (CS-210) at EPFL

gpy

Gaussian processes framework in python

hackathon-mobility-bcn

This project was acknowledged with the first prize, which included an economic compensation of 2000€ and the opportunity of going to SEAT headquarters to present our idea.

ia-epfl

Repository for the programming exercises of the Intelligent Agents course (CS-430) at EPFL.

languageguidance_for_dml

This repository contains the code for our CVPR 2022 paper on "Integrating Language Guidance into Vision-based Deep Metric Learning".

ml-project1

Machine Learning algorithm without external libraries to find the Higgs boson using original data from CERN (Kaggle challenge). First project for Machine Learning course (CS-443) at EPFL.

ml_course

EPFL Machine Learning Course, Fall 2018

mod-epfl

Repository for the practical exercises of the course Mathematics of data: from theory to computation (EE-556) at EPFL

multi-speaker-neural-vocoder

Bachelor's thesis carried at Universitat Politecnica de Catalunya in partial fullfilment of the requirements for the degree in Telecommunications Technologies and Services Engineering

nerf-pytorch

A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.

ntds_course

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

occlusionfusion

OcclusionFusion: realtime dynamic 3D reconstruction based on single-view RGB-D

optml_course

EPFL Course - Optimization for Machine Learning - CS-439

sim_utils

Util functions for simulators

softgym

SoftGym is a set of benchmark environments for deformable object manipulation.