Francesco Capuano

TempoRL. SPIE Optics+Optoelectronics 2023 submission on Deep Reinforcement Learning for High Power Lasers Optimization. Awarded Best Student Paper.

eeg2meg. dl@MVA'24

NebulOS. GitHub repository for the 18th ASP cycle coolest project 🚀

Spectroid. Final project for the "Deep Natural Language Processing" course @ PoliTo, 2022/2023

brainformer. A transformer-based approach to predicting MEG readings from EEG sensory inputs. "Deep Learning" @ MVA, 2024.

quickml. Winning submission to the Cambridge Flywheel Hackathon, 2024

LargeScaleNumOpt. Large Scale unconstrained and constrained numerical optimization

Quinto. Repository for the final project of the "Computational Intelligence" course @ PoliTo, 2022/2023

NetworkDynamics. Repository for the Network Dynamics and Learning Course @ PoliTo

FreeREA. Repo reproducing the results of "FreeREA: Training-Free Evolution-based Architecture Search", by Cavagnero et al., 2022, published in WACV2023 Proceedings

lase-rl. High-Power Laser systems are the most advanced machinery humanity ever built. They should be treated as such when optimizing.

llami. fully-local <200$ voice controlled robotic arm. Uses LeRobot by @huggingface

ELIopt. 2022 Summer Internship at ELI beamlines, Prague

CompIntelligence_2022. Repo for the 2022/2023 edition of the Computational Intelligence course @ Polito

prompt-optimization. Hacking around Metagpt's SPO using Mistral models

gym-laser. A gym environment for the pump of world's most powerful laser system

twitter_SentimentAnalysis. Repository for the Data Science Lab course final project

BreastCancer_LDA. Breast Cancer Tissue identification using LA based techniques such as LDA

SpeechRecognition. Speech recognition task using traditional ML techniques

minivae. A minimalist implementation of Variational Auto Encoders in pure Pytorch