kube-manifests
kubeflow
| kube-manifests | kubeflow | |
|---|---|---|
| 1 | 3 | |
| 141 | 13,683 | |
| - | 0.7% | |
| 1.2 | 8.3 | |
| almost 3 years ago | 10 days ago | |
| Jsonnet | TypeScript | |
| 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.
kube-manifests
kubeflow
-
Is it possible to store the username in a config file inside the jupyter notebook spawned by kubeflow?
I'm not 100% sure this will work but sounds like PodDefault is what you need.
-
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.
- Jupyter notebooks in kubeflow
What are some alternatives?
kube-libsonnet - Bitnami's jsonnet library for building Kubernetes manifests
kserve - Standardized Serverless ML Inference Platform on Kubernetes
kube-prometheus-k8s-235 - My personal kube-prometheus stack deployment
flyte - Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.
qbec - configure kubernetes objects on multiple clusters using jsonnet
BentoML - The most flexible way to serve AI/ML models in production - Build Model Inference Service, LLM APIs, Inference Graph/Pipelines, Compound AI systems, Multi-Modal, RAG as a Service, and more!
kube-prometheus - Use Prometheus to monitor Kubernetes and applications running on Kubernetes
polyaxon - MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
CartographerDSL - A jsonnet DSL for writing CircleCI configs
fashion-mnist - A MNIST-like fashion product database. Benchmark :point_down:
karabiner-windows-mode - Karabiner-Elements complex ruleset to make using macOS friendlier by enabling common keyboard functionality used in Linux and Windows.
pipelines - Machine Learning Pipelines for Kubeflow