我的模型库，小白学习自用....

2025.06.26

• Refactored framework design Greatly simplified the process of adding new models.

• Just one decorator to add a model. Drop a file and mark the class / builder with

  from models import DeepZMODELS
  @DeepZMODELS.register_module()
  class Model():
    pass
  
  @DeepZMODELS.register_module()
  def build_xx_model():
    pass

  ― the model is instantly available.

• No more if model_name == "xxx" boilerplate. The unified factory instantiates the correct class purely from the type field in the config.

  Once the model is registered with the @register_module decorator, you can directly instantiate it using:

  import models
  model = models.build_model(model_name=model_name,
                                   in_channels=in_channels,
                                   num_classes=num_classes)

• One-shot model discovery. Call list_models() to print every model currently registered in the zoo.

• Built-in CI test script. A single command spins up each registered model, runs a dummy forward pass and reports status, ensuring new contributions remain healthy.