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Components of Kubeflow

Logical components that make up Kubeflow
  • Chainer Training
  • Hyperparameter Tuning (Katib)
  • Istio Integration (for TF Serving)
  • Jupyter Notebooks
  • ModelDB
  • ksonnet
  • MPI Training
  • MXNet Training
  • Pipelines
  • PyTorch Training
  • Nuclio functions
  • Seldon Serving
  • NVIDIA TensorRT Inference Server
  • TensorFlow Serving
  • TensorFlow Batch Predict
  • TensorFlow Training (TFJob)
  • PyTorch Serving