AutoML API: Train, Predict & Explain from CSV/Excel
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Pay per event
Predict any column of a CSV, Excel, Google Sheet or dataset: compares models by cross-validation, explains what drives the result and scores new rows. No code.
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Pay per event
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Jumble Mog
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You can access the AutoML API: Train, Predict & Explain from CSV/Excel programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in API & Integrations in Apify Console.
1import { ApifyClient } from 'apify-client';2
3// Initialize the ApifyClient with your Apify API token4// Replace the '<YOUR_API_TOKEN>' with your token5const client = new ApifyClient({6 token: '<YOUR_API_TOKEN>',7});8
9// Prepare Actor input10const input = {11 "requests": [12 {13 "data": "https://raw.githubusercontent.com/datasciencedojo/datasets/master/titanic.csv",14 "target": "Survived",15 "predict": [16 {17 "Pclass": 1,18 "Sex": "female",19 "Age": 29,20 "SibSp": 0,21 "Parch": 0,22 "Fare": 80,23 "Embarked": "S"24 },25 {26 "Pclass": 3,27 "Sex": "male",28 "Age": 25,29 "SibSp": 0,30 "Parch": 0,31 "Fare": 7.9,32 "Embarked": "S"33 }34 ]35 },36 "predict mpg from https://raw.githubusercontent.com/mwaskom/seaborn-data/master/mpg.csv"37 ]38};39
40// Run the Actor and wait for it to finish41const run = await client.actor("jumblemog/tabular-automl").call(input);42
43// Fetch and print Actor results from the run's dataset (if any)44console.log('Results from dataset');45console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);46const { items } = await client.dataset(run.defaultDatasetId).listItems();47items.forEach((item) => {48 console.dir(item);49});50
51// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docsThe Apify API client for JavaScript is the official library that allows you to use AutoML API: Train, Predict & Explain from CSV/Excel API in JavaScript or TypeScript, providing convenience functions and automatic retries on errors.
Install the apify-client
$npm install apify-clientOther API clients include: