bluetarget

Bluetarget for JavaScript

Bluetarget is a platform to help you on the entire process of building machine learning algorithms and predicting outcomes, packed in one single click.

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✨ Features

• Thin & minimal low-level HTTP client to interact with BlueTarget's API
• Works both on the browser and node.js
• Built with TypeScript

💡 Getting Started

First, install BlueTarget JavaScript API Client via the npm package manager:

npm install bluetarget

Then, make inference over your models:

const bluetarget = require('bluetarget');

const client = new bluetarget.Client('API_KEY', 'API_SECRET');
const model = client.model('MODEL_NAME');

const inputs = [
  {
    ID: 464942,
    Age: 19,
    Work_Experience: 4,
    Family_Size: 4,
    Ever_Married: 'No',
    Gender: 'Male',
    Graduated: 'No',
    Profession: 'Healthcare',
    Spending_Score: 'Low',
    Var_1: 'Cat_4',
  },
];

model
  .predict(inputs)
  .then((output) => {
    console.log(output);
  })
  .catch((err) => {
    console.log(err);
  });

Example of forecasting inference:

const bluetarget = require('bluetarget');

const client = new bluetarget.Client('API_KEY', 'API_SECRET');
const model = client.model('MODEL_NAME');

const params = {
  start: '2022-07-20 00:00:00',
  periods: 12,
};

model
  .forecast(params)
  .then((output) => {
    console.log(output);
  })
  .catch((err) => {
    console.log(err);
  });

Finally, let's actually adding data using the addItem method:

const client = new bluetarget.Client('API_KEY', 'API_SECRET');

const dataset = bluetarget.dataset('DATASET_ID');

dataset
  .addItems([
    {
      ID: 464942,
      Age: 19,
      Work_Experience: 4,
      Family_Size: 4,
      Ever_Married: 'No',
      Gender: 'Male',
      Graduated: 'No',
      Profession: 'Healthcare',
      Spending_Score: 'Low',
      Var_1: 'Cat_4',
      Segmentation: 'A',
    },
  ])
  .then((output) => {
    console.log(output);
  })
  .catch((err) => {
    console.log(err);
  });

For full documentation, visit the online documentation.

❓ Troubleshooting

Encountering an issue? Before reaching out to support, we recommend heading to our FAQ where you will find answers for the most common issues and gotchas with the client.

📄 License

Bluetarget JavaScript API Client is an open-sourced software licensed under the MIT license.