1.autogluon / autogluon
Fast and Accurate ML in 3 Lines of Code
+261 stars
from 10,546 · score 5.57
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Ranked by Attention Score: stars gained over the last 90 complete days
15 repositories by Attention Score · Aug 5, 2026 – Nov 2, 2026 (UTC)
2.Nixtla / statsforecast
Lightning ⚡️ fast forecasting with statistical and econometric models.
+118 stars
from 4,840 · score 4.78
3.zenml-io / zenml
ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.
+110 stars
from 5,523 · score 4.71
4.pycaret / pycaret
Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.
+54 stars
from 9,804 · score 4.01
5.alteryx / featuretools
An open source python library for automated feature engineering
+43 stars
from 7,651 · score 3.78
6.automl / auto-sklearn
Automated Machine Learning with scikit-learn
+39 stars
from 8,110 · score 3.69
7.automl / SMAC3
SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization
+32 stars
from 1,235 · score 3.50
8.keras-team / autokeras
AutoML library for deep learning
+29 stars
from 9,311 · score 3.40
9.microsoft / nniArchived
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
+27 stars
from 14,339 · score 3.33
10.AutoViML / AutoViz
Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.
+13 stars
from 1,891 · score 2.64
11.automl / Auto-PyTorch
Automatic architecture search and hyperparameter optimization for PyTorch
+8 stars
from 2,534 · score 2.20
12.THUMNLab / AutoGL
An autoML framework & toolkit for machine learning on graphs.
+6 stars
from 1,138 · score 1.95
13.rodrigo-arenas / Sklearn-genetic-opt
Hyperparameter optimization and feature selection for scikit-learn using evolutionary algorithms. A modern alternative to GridSearchCV and RandomizedSearchCV.
+5 stars
from 386 · score 1.79
14.microsoft / archai
Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.
+3 stars
from 484 · score 1.39
15.AxeldeRomblay / MLBox
MLBox is a powerful Automated Machine Learning python library.
+2 stars
from 1,532 · score 1.10