Riccardo Cadei's repositories
photovoltaic-detection
Detecting available rooftop area from satellite images to install photovoltaic panels - LESO-PB Lab @ EPFL
Higgs-Boson-Challange-2020-EPFL
A classification problem on a big physical dataset simulated by the ATLAS experiment from CERN - @ EPFL
LunarLander-v2-REINFORCE
Teaching to an agent to play the Lunar Lander game from OpenAI Gym using REINFORCE.
Geo-Area-Classifier
Classification of satellite images among Residential, Industrial and No Available Rooftop Area class using Deep Learning - LESO-PB Lab @ EPFL
Robust-Journey-Planning
Robust and Efficient Journey Planning for Switzerland - @ EPFL
deeplearning-framework
Mini Deep Learning framework to create and train simple Neural Network (i.e. Multi Layer Perceptron) through Back-Propagation Algorithm using only PyTorch's tensor definition and elementary mathematical operations.
adahessian
Discussion of advantages and disadvantages of AdaHessian, a state-of-the-art Second Order Methods over First Order Methods on a Non-Convex Optimization Problem (digits classification on MNIST database using ResNet18). - @ EPFL
ML4Networking-Contest-2019-PoliMI
Customer churn classification - @ Politecnico di Milano
pneumonia-diagnosis
A self-supervised learning at test time approach for robust and adaptable diagnosis of pneumonia on chest X-rays data.
digits-comparison
Comparing couple of images from MNIST dataset using DCNN.
Metropolis-Hastings-for-optimization
Deploying a 5G Network in a country
causalmotion
[CVPR22] Towards Robust and Adaptive Motion Forecasting: A Causal Representation Perspective
clip2pm
A statistical framework for estimating the climate penalty on soot pollution.
CRE_applications
Collection of simulations and real world experiments on Interpretable Inference of Heterogeneous Treatment Effects by Causal Rule Ensemble
GraphML-Contest-2019-Oracle-PoliMI
Multi‑label vertex classification on a protein‑protein interaction network generating a powerful embedding of its graph - @ Oracle Labs, Politecnico di Milano
pycre
Python implementation of Causal Rule Ensemble algorithm.
riccardocadei
Introduction
riccardocadei.github.io
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