nqhq-lou / NN-examples

record template neural networks

README

Update date: 2022.04.23

Usage

• This is a place to record the established neural network architecture and usage.
• The self-made import file might be changed over time.
• For personal use only

Files

• data
  • the data files
  • all the model uses the same data
• template
  • the template for NN project structure
  • myutils.py: some classes for the convience of training
    • class Animator: ipython inline svg image update
    • class WatchLoss: introduce early stop
  • NET.py: the neural network architecture
  • run.ipynb: run the nn training
• VAE-CNN@MNIST
  • Do VAE by CNN on MNIST
• VAE-MLP@MNIST
  • Do VAE by MLP on MNIST