Mars Learn

Mars learn: distributed machine learning.

Users brand-new to Mars learn should start with getting started.

Further information on any specific method or scikit-learn compatible API can be obtained in the API reference.

• Integrate with joblib
• Integrate with LightGBM
  • Installation
  • Prepare data
  • Training
  • Prediction
  • Distributed training and prediction
• Integrate with PyTorch
  • Installation
  • Prepare data
  • Prepare PyTorch script
  • Run PyTorch script via Mars
  • Distributed training or inference
  • MarsDataset
• Integrate with StatsModels
  • Installation
  • Prepare data
  • Training
  • Prediction
  • Distributed fitting and prediction
• Integrate with TensorFlow
  • Installation
  • Prepare data
  • Prepare TensorFlow script
  • Run TensorFlow script via Mars
  • Distributed training or inference
  • Use gen_tensorflow_dataset
• Integrate with XGBoost
  • Installation
  • Prepare data
  • Training
  • Prediction
  • Distributed training and prediction