curl --request POST \
  --url https://api.fincept.in/quantlib/ml/clustering/kmeans \
  --header 'Content-Type: application/json' \
  --header 'X-API-Key: <api-key>' \
  --data '
{
  "X": [
    [
      1.2,
      0.5
    ],
    [
      1.3,
      0.6
    ],
    [
      5.1,
      4.8
    ],
    [
      5.3,
      4.9
    ]
  ],
  "n_clusters": 2,
  "max_iter": 100
}
'

import requests

url = "https://api.fincept.in/quantlib/ml/clustering/kmeans"

payload = {
    "X": [[1.2, 0.5], [1.3, 0.6], [5.1, 4.8], [5.3, 4.9]],
    "n_clusters": 2,
    "max_iter": 100
}
headers = {
    "X-API-Key": "<api-key>",
    "Content-Type": "application/json"
}

response = requests.post(url, json=payload, headers=headers)

print(response.text)

const options = {
  method: 'POST',
  headers: {'X-API-Key': '<api-key>', 'Content-Type': 'application/json'},
  body: JSON.stringify({
    X: [[1.2, 0.5], [1.3, 0.6], [5.1, 4.8], [5.3, 4.9]],
    n_clusters: 2,
    max_iter: 100
  })
};

fetch('https://api.fincept.in/quantlib/ml/clustering/kmeans', options)
  .then(res => res.json())
  .then(res => console.log(res))
  .catch(err => console.error(err));

<?php

$curl = curl_init();

curl_setopt_array($curl, [
  CURLOPT_URL => "https://api.fincept.in/quantlib/ml/clustering/kmeans",
  CURLOPT_RETURNTRANSFER => true,
  CURLOPT_ENCODING => "",
  CURLOPT_MAXREDIRS => 10,
  CURLOPT_TIMEOUT => 30,
  CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
  CURLOPT_CUSTOMREQUEST => "POST",
  CURLOPT_POSTFIELDS => json_encode([
    'X' => [
        [
                1.2,
                0.5
        ],
        [
                1.3,
                0.6
        ],
        [
                5.1,
                4.8
        ],
        [
                5.3,
                4.9
        ]
    ],
    'n_clusters' => 2,
    'max_iter' => 100
  ]),
  CURLOPT_HTTPHEADER => [
    "Content-Type: application/json",
    "X-API-Key: <api-key>"
  ],
]);

$response = curl_exec($curl);
$err = curl_error($curl);

curl_close($curl);

if ($err) {
  echo "cURL Error #:" . $err;
} else {
  echo $response;
}

package main

import (
	"fmt"
	"strings"
	"net/http"
	"io"
)

func main() {

	url := "https://api.fincept.in/quantlib/ml/clustering/kmeans"

	payload := strings.NewReader("{\n  \"X\": [\n    [\n      1.2,\n      0.5\n    ],\n    [\n      1.3,\n      0.6\n    ],\n    [\n      5.1,\n      4.8\n    ],\n    [\n      5.3,\n      4.9\n    ]\n  ],\n  \"n_clusters\": 2,\n  \"max_iter\": 100\n}")

	req, _ := http.NewRequest("POST", url, payload)

	req.Header.Add("X-API-Key", "<api-key>")
	req.Header.Add("Content-Type", "application/json")

	res, _ := http.DefaultClient.Do(req)

	defer res.Body.Close()
	body, _ := io.ReadAll(res.Body)

	fmt.Println(string(body))

}

HttpResponse<String> response = Unirest.post("https://api.fincept.in/quantlib/ml/clustering/kmeans")
  .header("X-API-Key", "<api-key>")
  .header("Content-Type", "application/json")
  .body("{\n  \"X\": [\n    [\n      1.2,\n      0.5\n    ],\n    [\n      1.3,\n      0.6\n    ],\n    [\n      5.1,\n      4.8\n    ],\n    [\n      5.3,\n      4.9\n    ]\n  ],\n  \"n_clusters\": 2,\n  \"max_iter\": 100\n}")
  .asString();

require 'uri'
require 'net/http'

url = URI("https://api.fincept.in/quantlib/ml/clustering/kmeans")

http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true

request = Net::HTTP::Post.new(url)
request["X-API-Key"] = '<api-key>'
request["Content-Type"] = 'application/json'
request.body = "{\n  \"X\": [\n    [\n      1.2,\n      0.5\n    ],\n    [\n      1.3,\n      0.6\n    ],\n    [\n      5.1,\n      4.8\n    ],\n    [\n      5.3,\n      4.9\n    ]\n  ],\n  \"n_clusters\": 2,\n  \"max_iter\": 100\n}"

response = http.request(request)
puts response.read_body

{
  "success": true,
  "data": {
    "labels": [
      0,
      0,
      1,
      1
    ],
    "n_clusters": 2,
    "inertia": 0.345
  }
}

{
  "detail": "Invalid API key"
}

{
  "detail": "Insufficient credits. This endpoint requires 5 credits."
}

{
  "detail": [
    {
      "loc": [
        "<string>"
      ],
      "msg": "<string>",
      "type": "<string>"
    }
  ]
}