1.autogluon / autogluon
Fast and Accurate ML in 3 Lines of Code
+591 stars
from 10,216 · score 6.38
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9 repositories by Attention Score · May 7, 2026 – Nov 2, 2026 (UTC)
2.automl / auto-sklearn
Automated Machine Learning with scikit-learn
+97 stars
from 8,052 · score 4.58
3.alteryx / featuretools
An open source python library for automated feature engineering
+92 stars
from 7,602 · score 4.53
4.microsoft / nniArchived
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
+85 stars
from 14,281 · score 4.45
5.keras-team / autokeras
AutoML library for deep learning
+65 stars
from 9,275 · score 4.19
6.automl / SMAC3
SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization
+50 stars
from 1,217 · score 3.93
7.AutoViML / AutoViz
Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.
+28 stars
from 1,876 · score 3.37
8.AxeldeRomblay / MLBox
MLBox is a powerful Automated Machine Learning python library.
+13 stars
from 1,521 · score 2.64
9.microsoft / archai
Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.
+4 stars
from 483 · score 1.61