Discover riccardocadei/adahessian Open Source project

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Created over 3 years ago
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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

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Detecting available rooftop area from satellite images to install photovoltaic panels - LESO-PB Lab @ EPFL

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Higgs-Boson-Challange-2020-EPFL

A classification problem on a big physical dataset simulated by the ATLAS experiment from CERN - @ EPFL

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LunarLander-v2-REINFORCE

Teaching to an agent to play the Lunar Lander game from OpenAI Gym using REINFORCE.

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Robust-Journey-Planning

Robust and Efficient Journey Planning for Switzerland - @ EPFL

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Geo-Area-Classifier

Classification of satellite images among Residential, Industrial and No Available Rooftop Area class using Deep Learning - LESO-PB Lab @ EPFL

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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.

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pneumonia-diagnosis

A self-supervised learning at test time approach for robust and adaptable diagnosis of pneumonia on chest X-rays data.

Python

ML4Networking-Contest-2019-PoliMI

Customer churn classification - @ Politecnico di Milano

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riccardocadei/adahessian

riccardocadei

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