curl --request POST \
  --url https://api.fincept.in/quantlib/ml/credit/woe-binning \
  --header 'Content-Type: application/json' \
  --header 'X-API-Key: <api-key>' \
  --data '
{
  "feature": [
    25000,
    35000,
    45000,
    55000,
    65000,
    75000,
    30000,
    40000
  ],
  "target": [
    1,
    0,
    0,
    0,
    0,
    0,
    1,
    0
  ],
  "n_bins": 5
}
'

import requests

url = "https://api.fincept.in/quantlib/ml/credit/woe-binning"

payload = {
    "feature": [25000, 35000, 45000, 55000, 65000, 75000, 30000, 40000],
    "target": [1, 0, 0, 0, 0, 0, 1, 0],
    "n_bins": 5
}
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({
    feature: [25000, 35000, 45000, 55000, 65000, 75000, 30000, 40000],
    target: [1, 0, 0, 0, 0, 0, 1, 0],
    n_bins: 5
  })
};

fetch('https://api.fincept.in/quantlib/ml/credit/woe-binning', 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/credit/woe-binning",
  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([
    'feature' => [
        25000,
        35000,
        45000,
        55000,
        65000,
        75000,
        30000,
        40000
    ],
    'target' => [
        1,
        0,
        0,
        0,
        0,
        0,
        1,
        0
    ],
    'n_bins' => 5
  ]),
  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/credit/woe-binning"

	payload := strings.NewReader("{\n  \"feature\": [\n    25000,\n    35000,\n    45000,\n    55000,\n    65000,\n    75000,\n    30000,\n    40000\n  ],\n  \"target\": [\n    1,\n    0,\n    0,\n    0,\n    0,\n    0,\n    1,\n    0\n  ],\n  \"n_bins\": 5\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/credit/woe-binning")
  .header("X-API-Key", "<api-key>")
  .header("Content-Type", "application/json")
  .body("{\n  \"feature\": [\n    25000,\n    35000,\n    45000,\n    55000,\n    65000,\n    75000,\n    30000,\n    40000\n  ],\n  \"target\": [\n    1,\n    0,\n    0,\n    0,\n    0,\n    0,\n    1,\n    0\n  ],\n  \"n_bins\": 5\n}")
  .asString();

require 'uri'
require 'net/http'

url = URI("https://api.fincept.in/quantlib/ml/credit/woe-binning")

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  \"feature\": [\n    25000,\n    35000,\n    45000,\n    55000,\n    65000,\n    75000,\n    30000,\n    40000\n  ],\n  \"target\": [\n    1,\n    0,\n    0,\n    0,\n    0,\n    0,\n    1,\n    0\n  ],\n  \"n_bins\": 5\n}"

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

{
  "success": true,
  "data": {
    "woe_values": [
      0.847,
      -0.234,
      -0.456,
      -0.678,
      -0.789,
      -0.912,
      0.547,
      -0.345
    ],
    "n_bins": 5
  }
}

{
  "detail": "Invalid API key"
}

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

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