CatBoost Model Node package

A Node.js package for applying pretrained CatBoost models.

Installation

Install the package. You have two options:

Install from npm registry:
sh
```
npm i catboost
```
Build package from source.

{% include get-source-code-from-github %}

Navigate to $PATH_TO_CATBOOST_REPO/catboost/node-package directory inside the repo and run:
sh
```
npm install
```
Now you can link this package in your project via:
sh
```
npm install $PATH_TO_CATBOOST_REPO/catboost/node-package
```

Usage

Apply the pretrained model.

Example with numerical and categorical features (they must be passed in separate arrays containing features of each type for all samples):

catboost = require('catboost');

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);