1.autogluon / autogluon
Fast and Accurate ML in 3 Lines of Code
- automl
- machine-learning
- data-science
- deep-learning
- ensemble-learning
- computer-vision
- +14 more
+584 stars
from 10,224 · score 6.37
Trending repositories
Ranked by Attention Score: stars gained over the last 180 complete days
9 repositories by Attention Score · May 9, 2026 – Nov 4, 2026 (UTC)
2.Nixtla / neuralforecast
Scalable and user friendly neural :brain: forecasting algorithms.
- deep-learning
- forecasting
- esrnn
- nbeats
- nbeatsx
- time-series
- +14 more
+225 stars
from 4,084 · score 5.42
3.Nixtla / statsforecast
Lightning ⚡️ fast forecasting with statistical and econometric models.
- time-series
- statistics
- forecasting
- arima
- econometrics
- machine-learning
- +14 more
+212 stars
from 4,749 · score 5.36
4.h2oai / 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.
- h2o
- machine-learning
- data-science
- deep-learning
- big-data
- ensemble-learning
- +14 more
+98 stars
from 7,423 · score 4.60
5.keras-team / autokeras
AutoML library for deep learning
- automl
- neural-architecture-search
- automated-machine-learning
- python
- deep-learning
- machine-learning
- +3 more
+66 stars
from 9,275 · score 4.20
6.polyaxon / polyaxon
AI Infra / AI Orchestration / AI Control Plane
+51 stars
from 3,697 · score 3.95
7.determined-ai / determined
Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.
- deep-learning
- machine-learning
- ml-platform
- ml-infrastructure
- hyperparameter-optimization
- hyperparameter-search
- +8 more
+37 stars
from 3,209 · score 3.64
8.automl / Auto-PyTorch
Automatic architecture search and hyperparameter optimization for PyTorch
- automl
- deep-learning
- tabular-data
- pytorch
+21 stars
from 2,520 · score 3.09
9.THUMNLab / AutoGL
An autoML framework & toolkit for machine learning on graphs.
- graph-neural-networks
- automl
- pytorch
- pytorch-geometric
- hyper-parameter-optimization
- machine-learning
- +2 more
+11 stars
from 1,133 · score 2.48