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
+258 stars
from 10,550 · score 5.56
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2.Nixtla / statsforecast
Lightning ⚡️ fast forecasting with statistical and econometric models.
- time-series
- statistics
- forecasting
- arima
- econometrics
- machine-learning
- +14 more
+119 stars
from 4,842 · score 4.79
3.Nixtla / neuralforecast
Scalable and user friendly neural :brain: forecasting algorithms.
- deep-learning
- forecasting
- esrnn
- nbeats
- nbeatsx
- time-series
- +14 more
+93 stars
from 4,216 · score 4.54
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
+50 stars
from 7,471 · score 3.93
5.polyaxon / polyaxon
AI Infra / AI Orchestration / AI Control Plane
+33 stars
from 3,715 · score 3.53
6.keras-team / autokeras
AutoML library for deep learning
- automl
- neural-architecture-search
- automated-machine-learning
- python
- deep-learning
- machine-learning
- +3 more
+30 stars
from 9,311 · score 3.43
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
+21 stars
from 3,225 · score 3.09
8.automl / Auto-PyTorch
Automatic architecture search and hyperparameter optimization for PyTorch
- automl
- deep-learning
- tabular-data
- pytorch
+6 stars
from 2,535 · score 1.95
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
+5 stars
from 1,139 · score 1.79