Neural network from scatch

Project: Neural network from scratch

• Dev by SCIMTA EX-team:

  • trongthanht3
  • minhk17khmt

• Thanks to:

  • Mentor: Ms. Soan Duong - HVKTQS
  • Martin Hangan
  • Harrison Kinsley & Daniel Kukieła

• Reference:

  • Neural Network Design - Martin Hangan
  • Neural Network From Scratch - Harrison Kinsley & Daniel Kukieła

How to run this???

  # Clone source code
  git clone https://github.com/trongthanht3/neural-network-from-scatch
  
  cd neural-network-from-scatch  
  
  python main.py --help  
    usage: main.py [-h] [--optimizer OPTIMIZER] [--batch_size BATCH_SIZE]
                   [--epochs EPOCHS] [--save_model SAVE_MODEL]
    
    optional arguments:
      -h, --help            show this help message and exit  
      --optimizer OPTIMIZER  
                            choose optimzer to train  
      --batch_size BATCH_SIZE  
                            batch size  
      --epochs EPOCHS       nums of epoch  
      --save_model SAVE_MODEL  
                            True/False save model  
  
  # Example
  python main.py --optimizer=sgd --batch_size=128 --epochs=25 --save_model=False  

Score