Kubeflow Alternatives
Similar projects and alternatives to kubeflow
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flyte
Kubernetes-native workflow automation platform for complex, mission-critical data and ML processes at scale. It has been battle-tested at Lyft, Spotify, Freenome, and others and is truly open-source.
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Appwrite
Appwrite - The Open Source Firebase alternative introduces iOS support . Appwrite is an open source backend server that helps you build native iOS applications much faster with realtime APIs for authentication, databases, files storage, cloud functions and much more!
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fashion-mnist
A MNIST-like fashion product database. Benchmark :point_down:
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polyaxon
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
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kube-manifests
A collection of misc Kubernetes configs for various jobs, as used in Bitnami's production clusters.
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Sonar
Write Clean JavaScript Code. Always.. Sonar helps you commit clean code every time. With over 300 unique rules to find JavaScript bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.
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mpi-operator
Kubernetes Operator for MPI-based applications (distributed training, HPC, etc.)
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fashion-mnist-kfp-lab
A notebook showing how to easily convert a current notebook you have to a notebook that can be run on Kubeflow Pipelines.
kubeflow reviews and mentions
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Machine Learning Orchestration on Kubernetes using Kubeflow
If you are looking for bringing agility, improved management with enterprise-grade features such as RBAC, multi-tenancy and isolation, security, auditability, collaboration for the machine learning operations in your organization, Kubeflow is an excellent option. It is stable, mature and curated with best-in-class tools and framework which can be deployed in any Kubernetes distribution. See Kubeflow roadmap here to look into what's coming in the next version.
Stats
kubeflow/kubeflow is an open source project licensed under Apache License 2.0 which is an OSI approved license.
