catboost-model v0.25.1-alpha.5

CatBoost Model Node package

A Node.js package for applying pretrained CatBoost model.

NOTE: The package is still under heavy development and can introduce breaking changes.

Usage example

1. Install the package. You have two options:

   • Install from npm registry:

   npm i catboost-model

   • Build package from source. Navigate to this directory inside the repo and run:

     npm install

     Now you can link this package in your project via:

     npm install $PATH_TO_CATBOOST_REPO/catboost/node-package

2. Apply the pretrained model:

catboost = require('catboost-model');

model = new catboost.Model();
model.loadModel('test_data/adult.cbm');

prediction = model.predict([
            [40., 85019., 16., 0., 0., 45.],
            [28., 85019., 13., 0., 0., 13.],
        ], 
        [
            ["Private", "Doctorate", "Married-civ-spouce", "Prof-specialty", "Husband", "Asian-Pac-Islander", "Male", "nan"],
            ["Self-emp-not-inc", "Bachelors", "Married-civ-spouce", "Exec-managerial", "Husband", "White", "Male", "United-States"],
        ]
);
console.log(prediction);

Development roadmap

• Implement basic API calls.
• Extend exposed API, improve test coverage.
• Migrate away from shell scripts.
• Support Windows and MacOS platforms.
• Switch to downloading and verifying the pre-built binary instead of building it from scratch.
• Publish the alpha version of the package.
• Publish the generally available version of the package.