curl --request POST \
  --url https://api.fincept.in/quantlib/ml/credit/discrimination \
  --header 'Content-Type: application/json' \
  --header 'X-API-Key: <api-key>' \
  --data '
{
  "y_true": [
    0,
    0,
    1,
    1,
    0,
    1,
    0,
    1
  ],
  "y_score": [
    0.12,
    0.23,
    0.87,
    0.92,
    0.15,
    0.78,
    0.09,
    0.85
  ]
}
'

import requests

url = "https://api.fincept.in/quantlib/ml/credit/discrimination"

payload = {
    "y_true": [0, 0, 1, 1, 0, 1, 0, 1],
    "y_score": [0.12, 0.23, 0.87, 0.92, 0.15, 0.78, 0.09, 0.85]
}
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({
    y_true: [0, 0, 1, 1, 0, 1, 0, 1],
    y_score: [0.12, 0.23, 0.87, 0.92, 0.15, 0.78, 0.09, 0.85]
  })
};

fetch('https://api.fincept.in/quantlib/ml/credit/discrimination', 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/discrimination",
  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([
    'y_true' => [
        0,
        0,
        1,
        1,
        0,
        1,
        0,
        1
    ],
    'y_score' => [
        0.12,
        0.23,
        0.87,
        0.92,
        0.15,
        0.78,
        0.09,
        0.85
    ]
  ]),
  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/discrimination"

	payload := strings.NewReader("{\n  \"y_true\": [\n    0,\n    0,\n    1,\n    1,\n    0,\n    1,\n    0,\n    1\n  ],\n  \"y_score\": [\n    0.12,\n    0.23,\n    0.87,\n    0.92,\n    0.15,\n    0.78,\n    0.09,\n    0.85\n  ]\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/discrimination")
  .header("X-API-Key", "<api-key>")
  .header("Content-Type", "application/json")
  .body("{\n  \"y_true\": [\n    0,\n    0,\n    1,\n    1,\n    0,\n    1,\n    0,\n    1\n  ],\n  \"y_score\": [\n    0.12,\n    0.23,\n    0.87,\n    0.92,\n    0.15,\n    0.78,\n    0.09,\n    0.85\n  ]\n}")
  .asString();

require 'uri'
require 'net/http'

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

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  \"y_true\": [\n    0,\n    0,\n    1,\n    1,\n    0,\n    1,\n    0,\n    1\n  ],\n  \"y_score\": [\n    0.12,\n    0.23,\n    0.87,\n    0.92,\n    0.15,\n    0.78,\n    0.09,\n    0.85\n  ]\n}"

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

{
  "success": true,
  "data": {
    "gini": 0.756,
    "ks_statistic": 0.623,
    "auc_roc": 0.878,
    "accuracy_ratio": 0.756
  }
}

{
  "detail": "Invalid API key"
}

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

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