Language Breakdown
Lines of code distribution across 8 owned repositories
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Collaboration Network
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Repos
8
PRs
0
Growth
+18%
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Top Repositories
A convolutional neural network designed for galaxy morphology classification with a strong emphasis on model interpretability.
Optimization of portfolios using statistical and financial models on real market data.
Comparative analysis of gradient-based optimization methods (fixed step, Armijo rule, block coordinate descent, coordinate minimization) on synthetic and real data.
Time series analysis of residential natural gas price dynamics in Italy and Turkey using explanatory econometric approach.
Analysis and forecasting of financial market volatility using GARCH-family models. The study compares different model specifications (GARCH, EGARCH, APARCH) and innovation distributions (normal, Student-t), with performance validated through Diebold-Mariano tests and rolling correlations.
Comparative analysis of the performances of the Projected Gradient Method and the Frank-Wolfe Algorithm (and variants) on the Markowitz Portfolio Optimization Problem.
Anomaly detection on Italian public procurement data from ANAC using a custom heterogeneous Graph Neural Network autoencoder. It includes data preprocessing, heterogeneous graph construction, anomaly detection on heterogneous graph, interpretability tools, and interactive Dash dashboards for graph exploration.
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