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

Make Code Changes:

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

Install the Updated Package:

Navigate to the package directory and install it locally to reflect your changes:
```
cd src/predictions
pip3 install .
```

Compile/run the project

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

Creating a New Model

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.

Install the Updated Package:

Navigate to the package directory and install it locally to reflect your changes:
```
cd src/predictions
pip3 install .
```

Create a Sample Project:

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