profiles_mlcorelib

profiles_mlcorelib is a Python package that provides PyNative models which can be used in Profiles projects.

Installation

You can install the package from PyPi using pip

pip3 install profiles_mlcorelib

Contribution

Updating an Existing Model

1. Make Code Changes:

• Update the desired model with your changes.
• Ensure any new or updated dependencies are reflected in setup.py.

2. Install the Updated Package:

• Navigate to the package directory and install it locally to reflect your changes:

  cd src/predictions
  pip3 install .

3. Compile/run the project

• Execute the project that uses the model being updated to verify your changes.

Creating a New Model

1. Implement the New Model:

• Implement the PyNative model interface in py_native/<new_model>.py.
• Ensure any new or updated dependencies are reflected in setup.py.
• Register this model type by adding it in register_extensions method. This is required for pb to be aware of this new model.

2. Install the Updated Package:

• Navigate to the package directory and install it locally to reflect your changes:

  cd src/predictions
  pip3 install .

3. Create a Sample Project:

• Add a new project in the samples directory that utilizes the new model type.