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giulioma's Projects

adaptive-filter-for-acoustic-signal-segmentation icon adaptive-filter-for-acoustic-signal-segmentation

An innovative tool based on gradient-based optimization for segmenting acoustic signals. Features binary and ternary segmentation, time series analysis, and links to the published research in Nature Communications. Open for contributions.

bond-investment-analysis-and-ytm-calculation icon bond-investment-analysis-and-ytm-calculation

Comprehensive Jupyter notebook guide for calculating Yield to Maturity (YTM) and analyzing bond investment returns and risks, using Italian BTP bonds as a case study. Ideal for finance students and investors seeking a deeper understanding of bond market dynamics.

deepphysicssim icon deepphysicssim

DeepPhysicsSim: 3D Fluid Flow and Temperature Simulation with Deep Learning

lpbf-melting-regimes-detection icon lpbf-melting-regimes-detection

The code provides a data analysis pipeline for detecting melting regimes in Laser Powder Bed Fusion (LPBF) using optical reflection and emission data.

lpbf-optical-data-analysis icon lpbf-optical-data-analysis

A comprehensive pipeline of Jupyter notebooks for the analysis and visualization of optical data collected from Laser Powder Bed Fusion (LPBF) experiments.

ntds_2016 icon ntds_2016

Material for the EPFL master course "A Network Tour of Data Science"

wmc icon wmc

Embedded machine learning for wood moisture classification

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