Manuele Macchia's Projects
AutoHotkey scripts for automating boring tasks
Complexity analysis and Python implementation of various algorithms and data structures
Simulation of an epidemic on a random graph of choice according to discrete-time SIR and SIRV models and estimation of parameters by gradient descent
Prediction of the area burned by forest fires in the Montesinho natural park with R using weather data
Implementation of a data science process for predicting the sentiment contained in hotel reviews by building a binary classification model
Transfer learning and data augmentation in convolutional neural networks for image classification
Replication of existing baselines that address incremental learning issues and definition of new approaches to overcome existing limitations
A quick reference cheatsheet for amsmath
Simple web-app that suggests what you could do during a procrastination session. This app itself is done during one of those.
RecSys Challenge 2021
MATLAB implementation of a decision tree based on ID3 capable of binary classification and handling of continuous features
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