Pinned Repositories
A-Restricted-Boltzmann-Machine-for-protein-encoding
Assignment for the Laboratory of Computational Physics (mod. B) class - March 2023.
advanced-statistics-for-physics-analysis
Assignments for the Advanced Statistics for Physics Analysis course. M.Sc. Physics of Data @ UniPD. All exercises are in R. March - June 2023
Bayesian-Blocks
Final project for Advanced Statistics for Physics Analysis (MSc. Physics of Data). Bayesian blocks is a dynamic algorithm for non-parametric histogram representation of data derived with a bayesian statistical procedure. Code is implemented in R. August 2023.
Effect-of-pre-training-on-language-learning-task
In this project I feed different MEL spectrograms to an Autoencoder Convolutional Neural Network and study its latent space. July 2023.
fireworks-nbody
N-Body simulations package for Python + CPU optimization final project. Developed during the Computational Astrophysics class at the University of Padova (October 2023 - February 2024)
La-Stabilita-del-Trasferimento-di-Massa-e-la-Formazione-dei-Buchi-Neri-Binari
My bachelor thesis. Supervisor prof. Michela Mapelli
LaboratoryOfComputationalPhysicsModA
Exercises for the Laboratory Of Computational Physics (ModA) class (Physics of Data M.Sc. 2022/2023)
Music-Genre-Recognition
Implementation of CNNs for MGR of tracks from Free Music Archive
Streaming-processing-of-cosmic-rays-with-Spark-and-Kafka
Final group project for Management and Analysis of Physics Dataset - M.Sc. Physics of Data UniPD 2023
The-Formation-of-Binary-Black-Holes-A-Machine-Learning-Approach
Final project for the Laboratory of Computational Physics (mod. A) class (February 2023).
diegobonato's Repositories
diegobonato/A-Restricted-Boltzmann-Machine-for-protein-encoding
Assignment for the Laboratory of Computational Physics (mod. B) class - March 2023.
diegobonato/advanced-statistics-for-physics-analysis
Assignments for the Advanced Statistics for Physics Analysis course. M.Sc. Physics of Data @ UniPD. All exercises are in R. March - June 2023
diegobonato/Bayesian-Blocks
Final project for Advanced Statistics for Physics Analysis (MSc. Physics of Data). Bayesian blocks is a dynamic algorithm for non-parametric histogram representation of data derived with a bayesian statistical procedure. Code is implemented in R. August 2023.
diegobonato/Effect-of-pre-training-on-language-learning-task
In this project I feed different MEL spectrograms to an Autoencoder Convolutional Neural Network and study its latent space. July 2023.
diegobonato/fireworks-nbody
N-Body simulations package for Python + CPU optimization final project. Developed during the Computational Astrophysics class at the University of Padova (October 2023 - February 2024)
diegobonato/La-Stabilita-del-Trasferimento-di-Massa-e-la-Formazione-dei-Buchi-Neri-Binari
My bachelor thesis. Supervisor prof. Michela Mapelli
diegobonato/LaboratoryOfComputationalPhysicsModA
Exercises for the Laboratory Of Computational Physics (ModA) class (Physics of Data M.Sc. 2022/2023)
diegobonato/Music-Genre-Recognition
Implementation of CNNs for MGR of tracks from Free Music Archive
diegobonato/NOI-Hackathon
Code developed during the 24hours challenge for the NOI Hackathon SFSCON Edition. 10-11th November 2023
diegobonato/Streaming-processing-of-cosmic-rays-with-Spark-and-Kafka
Final group project for Management and Analysis of Physics Dataset - M.Sc. Physics of Data UniPD 2023
diegobonato/The-Formation-of-Binary-Black-Holes-A-Machine-Learning-Approach
Final project for the Laboratory of Computational Physics (mod. A) class (February 2023).
diegobonato/MAPD-B
Repository for Management and Analysis of Physics Datasets (mod. B) attended at the MSc in Physics of Data at the University of Padova
diegobonato/mlreview_notebooks
Notebooks for "A high bias low-variance introduction to Machine Learning for physicists."
diegobonato/odw-2023
Tutorials for GW Open Data Workshop, 2023
diegobonato/programmable-hardware-devices
Exercises and final project for the Programmable Hardware Devices course (prof. Andrea Triossi). Physics of Data, University of Padova, 2023-2024
diegobonato/replicability-summer-school-2023