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Complexity-based Architecture Selection Framework

directories:
  • fig -- Figures,
  • generator -- Code of data stream generator with varying difficulty level,
  • methods -- CAS framework implementation; the architectures declatarion for NAS,
  • models -- The files with fraining scripts; The trained models for MNIST (mn_) and SVHN,
  • results -- Files containing results of NAS and desktop experiments,
  • supplementary -- Supplementary PDF files with generator description and all experimental results,
  • tables -- Tables with results and code for their generation,
  • visualization_scripts -- Scripts for plotting figures.
scripts:
  • NAS.py, NAS_MNIST.py -- Neural Architecture Search experiment (for SVHN and MNIST, respectively),
  • E_desktop.py, E_desktop_MNIST.py -- Desktop experiment (for SVHN and MNIST, respectively).