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Improvements validation function and offline validation

  • modify visualization functions towards latest changes in main
  • create new file for more franka data specific validation
  • add correct titles and description of the visualisation
  • improve efficiency of visualize_recon_loss function
  • train models with different window_sizes
    • for evaluating order of magnitude window_sizes = [10, 50, 100, 500, 1000]
    • keeping batch_size and epochs constant
  • validate the trained models utilizing the updated validation tools
  • discuss the results together, also regarding a suitable threshold for AD
Edited by Lisa-Marie Fenner