TorVergata_MSThesis

• Repository with codes and documents about my MS Thesis at Tor Vergata
• Updated to: 19/10/23

Content

1. PyDeep: script with the classifier CNN initialisation and study
2. PyDRN: script with the denoiser CNN initialisation and study
3. PyLTSim: script with the initialisation, simulation and injection modules
4. PySpectr: script with the modules for generating the spectrograms images
5. PyUtils: script with useful modules
6. Image_generation: script in which the images for the denoiser and the classifier are generated
7. DnsResNet_model_analysis: script in which the denoiser is called, trained and analyzed
8. GWResNet_model_analysis: script in which the classifier is called, trained and analyzed
9. LongTransient_Simulation_and_Injection_tutorial: script with the tutorial for long transient gravitational signals simulation and injection

Python info

• Python distr.: Anaconda
• Python version: 3.9.18

Libraries

• For each library the last updated stable version is used

1. numpy
2. scipy
3. matplotlib.pyplot
4. astropy
5. pandas
6. random
7. pathlib
8. os
9. PIL
10. tqdm
11. torch
12. torchvision
13. subprocess
14. joblib
15. astroML
16. pdb
17. cv2
18. shutil
19. hdf5storage