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Marcello Pietro Vendruscolo photo

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Name: Marcello Pietro Vendruscolo

Type: User

Bio: Data scientist specialised in Image Analysis and Machine Learning with work experience in digital forestry. Interested in Deep Learning and Explainable-AI.

Location: Helsinki, Finland

Marcello Pietro Vendruscolo's Projects

bayesiannetwork-mcmcsampling icon bayesiannetwork-mcmcsampling

Third assignment of the Artificial Intelligence course (1DL340) at Uppsala University. The concepts of Bayesian network and Metropolis in Gibbs MCMC sampling algorithm are exercised in this assignment.

computerassisted.imageanalysis icon computerassisted.imageanalysis

This repository contains the practical work developed during the Computer-assisted Image Analysis (1TD396) at Uppsala University.

constrainedoptimisation icon constrainedoptimisation

This repository regards the second assignment, namely Breast Cancer Diagnosis using a Support Vector Machine (SVM), in the optimisation course at Uppsala University.

cytobrowser icon cytobrowser

CytoBrowser, a JavaScript and Node.js driven environment for fast and accessible collaborative online visualization, assessment, and annotation of very large microscopy images.

dataengineering icon dataengineering

This repository contains the assignments of the Data Engineering I (1TD069) course at Uppsala University.

deepreinforcementlearning icon deepreinforcementlearning

This repository contains the code developed during the group project as part of the assessment in the Reinforcement Learning course at Uppsala University. The project consists of a Deep Q-Network for playing Atari games, in particular Pong, using Reinforcement Learning.

hiddenmarkovmodels icon hiddenmarkovmodels

Second assignment of the Artificial Intelligence course (1DL340) at Uppsala University. The concept of hidden Markov models and associated algorithms are exercised in this assignment.

image-processing icon image-processing

This repository contains typical image processing tasks that are solved in Python.

imageclassification-mnistdataset icon imageclassification-mnistdataset

Fourth assignment of the Artificial Intelligence course (1DL340) at Uppsala University. The concepts of Deep Learning and Convolutional Neural Networks (CNN) are exercised in this assignment.

linearprogramming-optimisation icon linearprogramming-optimisation

This repository regards the third assignment, namely Linear Programming in Staff Planning, of the Optimisation course at the Uppsala University.

musicclassification.ml icon musicclassification.ml

This repository concerns the music classification project in the Statistical Machine Learning course at Uppsala University.

probabilisticmachinelearning icon probabilisticmachinelearning

This repository contains solutions to the exercises in the Probabilistic Machine Learning (1RT003) course at Uppsala University.

qlearning-reinforcementlearning icon qlearning-reinforcementlearning

Fifth assignment of the Artificial Intelligence course (1DL340) at Uppsala University. The concept of Reinforcement Learning with Q-Learning algorithm is applied to learn a cab driver the optimal route when picking-up and delivering passengers across the given locations. The toolkit Gym is utilised to create the virtual environment.

searchalgorithm-astar icon searchalgorithm-astar

First assignment of the Artificial Intelligence course (1DL340) at Uppsala University. The concept of problem solving by search is exercised in this assignment, particularly the A* algorithm.

statisticalmachinelearning icon statisticalmachinelearning

This repository contains solutions to the exercises in the Statistical Machine Learning (1RT700) course at Uppsala University.

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