Using CNNs to sort numbers!
This repo contains two implementations of CNN-based sorting models. Before diving into the models, be sure to install the proper dependencies: pip install requirements.txt
The first model is inspired by the classic Merge Sort algorithm. You can test it as follows: python merge_sort.py.
The second model is inspired by the Seq2Seq architecture for neural machine translation. Similarly, you can test it as follows: python conv_seq2seq.py.
Please refer to ConvNet_Sort.pdf for the theory and justification behind each model.