Genetic-Algorithm

Checkout Report.pdf for the idea behind the code.

Files Information

  • main.py - contains the main code
  • client2.py - used to get MSE for train and validation data.
  • Report.pdf - has all the ideas and algorithms behind the code and how final results were obtained.
  • outout.json - the top 10 final optimized vectors
  • generations_lin.txt - the link to files that contain generations of how vectors eveolved.