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).