katib

We have hosted the application katib in order to run this application in our online workstations with Wine or directly.

Quick description about katib:

Katib is a Kubernetes-native project for automated machine learning (AutoML). Katib supports Hyperparameter Tuning, Early Stopping and Neural Architecture Search. Katib is a project that is agnostic to machine learning (ML) frameworks. It can tune hyperparameters of applications written in any language of the users� choice and natively supports many ML frameworks, such as TensorFlow, Apache MXNet, PyTorch, XGBoost, and others. Katib can perform training jobs using any Kubernetes Custom Resources with out-of-the-box support for Kubeflow Training Operator, Argo Workflows, Tekton Pipelines, and many more.

Features:

• You can run your first HyperParameter Tuning Experiment using Katib Python SDK
• Documentation available
• Examples available
• Katib can perform training jobs using any Kubernetes Custom Resources
• Katib is the project which is agnostic to machine learning (ML) frameworks
• It can tune hyperparameters of applications written in any language of the users� choice

Programming Language: Go.
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