kubeflow
kube-manifests
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kubeflow | kube-manifests | |
---|---|---|
3 | 1 | |
13,552 | 141 | |
1.3% | - | |
8.5 | 1.2 | |
7 days ago | over 2 years ago | |
TypeScript | Jsonnet | |
Apache License 2.0 | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
kubeflow
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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.
kube-manifests
We haven't tracked posts mentioning kube-manifests yet.
Tracking mentions began in Dec 2020.
What are some alternatives?
kserve - Standardized Serverless ML Inference Platform on Kubernetes
flyte - Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.
BentoML - Build Production-Grade AI Applications
polyaxon - MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
fashion-mnist - A MNIST-like fashion product database. Benchmark :point_down:
pipelines - Machine Learning Pipelines for Kubeflow
Ray - Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
kfctl - kfctl is a CLI for deploying and managing Kubeflow
kube-libsonnet - Bitnami's jsonnet library for building Kubernetes manifests
mpi-operator - Kubernetes Operator for MPI-based applications (distributed training, HPC, etc.)
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.
kube-prometheus - Use Prometheus to monitor Kubernetes and applications running on Kubernetes