"Machine learning and pattern recognition" labs & project @ Politecnico di Torino, a.y. 2020/2021.
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Sep 17, 2022 - Jupyter Notebook
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htru2
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Exam of "Machine Learning and Pattern Recognition" held at Politecnico di Torino during A.Y. 2021/2022
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Aug 25, 2022 - Python
Identifying Pulsar Signals from RFI noise (HTRU2 dataset)
machine-learning astronomy physics pulsar astrophysics pulsars htru2 skewness integrated-pulse-profile dm-snr-curve pulsar-identification statistical-features identify-pulsars
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Feb 27, 2020 - Jupyter Notebook
Classifying whether the star is a possible candidate for pulsar or not based on its radio emissions. 🌠
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Nov 25, 2017 - Jupyter Notebook
Senior Thesis on Applying Neural Networks in Pulsar Identification
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Oct 16, 2022 - Python
Engineered an end-to-end TensorFlow/Keras deep learning pipeline to classify rare neutron stars within highly imbalanced radio telescope data. Defeats the 9.9:1 class asymmetry trap using cost-sensitive learning to maximize anomaly detection recall. Optimized for production signal triage and automated data tracking.
python data-science machine-learning deep-learning astronomy signal-processing keras data-visualization scientific-computing artificial-neural-networks radio-astronomy binary-classification imbalanced-learning htru2 cost-sensitive-learning scientific-machine-learning time-domain-astronomy
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May 23, 2026 - Python
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