1.autogluon / autogluon
Fast and Accurate ML in 3 Lines of Code
+56 stars
from 10,751 · score 4.04
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Ranked by Attention Score: stars gained over the last 30 complete days
13 repositories by Attention Score · Oct 4, 2026 – Nov 2, 2026 (UTC)
2.Nixtla / statsforecast
Lightning ⚡️ fast forecasting with statistical and econometric models.
+44 stars
from 4,914 · score 3.81
3.zenml-io / zenml
ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.
+37 stars
from 5,596 · score 3.64
4.automl / auto-sklearn
Automated Machine Learning with scikit-learn
+16 stars
from 8,133 · score 2.83
5.pycaret / pycaret
Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.
+14 stars
from 9,844 · score 2.71
6.automl / SMAC3
SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization
+14 stars
from 1,253 · score 2.71
7.keras-team / autokeras
AutoML library for deep learning
+10 stars
from 9,330 · score 2.40
8.alteryx / featuretools
An open source python library for automated feature engineering
+10 stars
from 7,684 · score 2.40
9.AutoViML / AutoViz
Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.
+6 stars
from 1,898 · score 1.95
10.microsoft / nniArchived
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
+5 stars
from 14,361 · score 1.79
11.automl / Auto-PyTorch
Automatic architecture search and hyperparameter optimization for PyTorch
+3 stars
from 2,539 · score 1.39
12.THUMNLab / AutoGL
An autoML framework & toolkit for machine learning on graphs.
+1 stars
from 1,143 · score 0.69
13.rodrigo-arenas / Sklearn-genetic-opt
Hyperparameter optimization and feature selection for scikit-learn using evolutionary algorithms. A modern alternative to GridSearchCV and RandomizedSearchCV.
+1 stars
from 390 · score 0.69