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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