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AutoML

Train, tune and compare models automatically from tabular, text or image data.

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AutoML
ToolStarsLicenceTermsSelf-hostedLanguageLatestLast push
Ludwig12kApache-2.0Open sourceNoPythonv0.17.92026-10-05
AutoGluon11kApache-2.0Open sourceNoPythonv1.6.32026-10-05
PyCaret9.8kOtherSource availableNoPython3.3.22026-07-23
H2O-37.5kApache-2.0Open sourceNoJupyter Notebookgha-3.47.0.362026-09-25
FLAML4.4kMITOpen sourceNoJupyter Notebookv2.7.02026-10-05

5 tools

Ludwig

Low-code framework for building custom LLMs, neural networks, and other AI models

Language
Python
Licence
Apache-2.0
Stars
12k
Latest
v0.17.9
Last push
2026-10-05
PyCaret

Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.

Language
Python
Licence
Other
Stars
9.8k
Latest
3.3.2
Last push
2026-07-23
H2O-3

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

Language
Jupyter Notebook
Licence
Apache-2.0
Stars
7.5k
Latest
gha-3.47.0.36
Last push
2026-09-25
FLAML

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

Language
Jupyter Notebook
Licence
MIT
Stars
4.4k
Latest
v2.7.0
Last push
2026-10-05

What these tools replace