AI · alternatives · 2026

24 alternatives to Automated Machine Learning designed to save time for a data scientist

Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation - mljar/mljar-supervised

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Automated Machine Learning designed to save time for a data scientist launched in 2020; newer entries below may have overtaken it.

1
Mljar Automated Machine Learning for Tabular Data (Explanation,AutoDoc)▲33
Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation - mljar/mljar-supervised
2021 · github.com · its alternatives →
2
AutoML Python Package for Tabular Data with Automatic Documentation▲67
Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation - mljar/mljar-supervised
2022 · github.com · its alternatives →
3
Mljar-Supervised: AutoML Package with Explanations and Markdown Reports▲5
Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation - mljar/mljar-supervised
2020 · github.com · its alternatives →
4
Web App with GUI for AutoML on Tabular Data▲41
AutoML Web App - build Machine Learning pipeline in automatic way with Graphical User Interface (GUI). You can run app locally! - mljar/automl-app
2023 · github.com · its alternatives →
5
SapientML – Generative AutoML for Tabular Data▲82
Generative AutoML for Tabular Data. Contribute to sapientml/sapientml development by creating an account on GitHub.
2023 · github.com · its alternatives →
6
Mljar Studio – local AI data analyst that saves analysis as notebooks▲73
Hi HN, I’ve been working on mljar-supervised (open-source AutoML for tabular data) for a few years. Recently I built a desktop app around it called MLJAR Studio. The idea is simple: you talk to your data in natural language, the AI generates Python code, executes it locally, and the whole conversation becomes a reproducible notebook (*.ipynb file). So instead of just chatting with data, you end up with something you can inspect, modify, and rerun. What MLJAR Studio does: - Sets up a local Python environment automatically, runs on Mac, Windows, and Linux - Installs missing packages during the…
May 2026 · mljar.com · its alternatives →
7
Autolabel, a Python library to label and enrich text data with LLMs▲153
Hi HN! I'm excited to share Autolabel, an open-source Python library to label and enrich text datasets with any Large Language Model (LLM) of your choice. We built Autolabel because access to clean, labeled data is a huge bottleneck for most ML/data science teams. The most capable LLMs are able to label data with high accuracy, and at a fraction of the cost and time compared to manual labeling. With Autolabel, you can leverage LLMs to label any text dataset with <5 lines of code. We’re eager for your feedback!
2023 · github.com · its alternatives →
8
Machine learning automation from creating to using models in production▲72
a delightful machine learning tool that allows you to train, test, and use models without writing code - GitHub - nidhaloff/igel at v0.4.0
2021 · github.com · its alternatives →
9
Continuous Machine Learning – CI/CD for Machine Learning Projects▲171
Bring DevOps practices to your projects for automatic, reproducible, and fast machine learning.
2020 · cml.dev · its alternatives →
10
StackML▲252
Machine Learning platform in-browser, for creators
2019 · its alternatives →
11
ScoopML▲81
An AI assistant for machine learning engineers
2020 · its alternatives →
12
Paperspace for Machine Learning▲152
A Linux desktop in the cloud built for Machine Learning
2016 · its alternatives →
13
Python Machine Learning▲80
Learning machine learning has never been easier
2017 · amazon.com · its alternatives →
14
Machine Learning▲77
A visual guide for beginners
2017 · amazon.com · its alternatives →
15
BigML▲64
Machine learning as a service - build predictive apps
2014 · bigml.com · its alternatives →
16
Distill▲200
An interactive, visual journal for Machine Learning research
2017 · distill.pub · its alternatives →
17
MindsDB▲235
In-database machine learning
2022 · its alternatives →
18
Amazon Machine Learning ▲211
Machine learning made easy for developers of any skill level
2015 · aws.amazon.com · its alternatives →
19
Łukasiewicz - Tabular data to ML model▲15
Get a Machine Learning model for your data with single click
2024 · its alternatives →
20
WhatTheFIsML▲110
An illustrated guide to understanding Machine Learning
2016 · its alternatives →
21
automl-docker▲68
Open-source, easily create ready-to-use ML models for NLP
2022 · github.com · its alternatives →
22
Machine Learning for Google Sheets▲85
Nowgoal cập nhật Livescore, BXH, kết quả bóng đá nhanh chóng, chính xác cùng thông tin nổi bật chào mừng Quốc khánh 2/9.
2021 · magicsheets.io · its alternatives →
23WB
Web based automated machine learning platform free to download▲7
2019 · intelec.ai · its alternatives →
24FM
Free Machine Learning Lessons with MLJAR▲11
MLJAR Studio is a private AI data lab for exploring data, running machine learning experiments, and building analysis tools. Runs locally with optional AI providers.
2017 · mljar.com · its alternatives →

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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →