seldon-core
There are 21 repositories under seldon-core topic.
SeldonIO/MLServer
An inference server for your machine learning models, including support for multiple frameworks, multi-model serving and more
AlexIoannides/kubernetes-mlops
MLOps tutorial using Python, Docker and Kubernetes.
kubeflow/example-seldon
Example for end-to-end machine learning on Kubernetes using Kubeflow and Seldon Core
CognonicLabs/awesome-AI-kubernetes
:snowflake: :whale: Awesome tools and libs for AI, Deep Learning, Machine Learning, Computer Vision, Data Science, Data Analytics and Cognitive Computing that are baked in the oven to be Native on Kubernetes and Docker with Python, R, Scala, Java, C#, Go, Julia, C++ etc
data-max-hq/ab-testing-in-ml
Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.
hypnosapos/cartpole-rl-remote
CartPole game by Reinforcement Learning, a journey from training to inference
siftly-ai/airdot-deployer
Tool to take your ML model from local to production with one-line of code.
sbakiu/ml-kf-pipeline
In this repo it is show how to build and deploy a simple pipeline using Kubernetes, Kubeflow pipelines and seldon-core.
cognonic/on-premise-kubernetes
There are many reasons that the natural inclination to look at the cloud for execution of Kubernetes data science analytics workloads may not be the best first choice for some organizations but CNCF still shows the way forward towards structuring both infrastructure and applications to embrace on-premise environments that enable either eventual or simultaneous scale out to cloud based services. This is an important Cognonic focus topic and reference documentation.
cognonic/The-Cognitive-and-ML-List
:chart: Cognitive Services, ML, Machine Learning, Data Ingestion, Azure, Docker, Container, R, Python, C#, Java, Hadoop, Spark etc. This is also a Cognonic reference doc.
data-max-hq/dog-breed-classification-ml
Serve contanerized machine learning models in microservice architecture with seldon-core or Tensorflow Serving
cognonic/awesome-AI-kubernetes
:snowflake: :whale: Awesome tools and libs for AI, Deep Learning, Machine Learning, Computer Vision, Data Science, Data Analytics and Cognitive Computing that are baked in the oven to be Native on Kubernetes and Docker with Python, R, Scala, Java, C#, Go, Julia, C++, Cognonic, etc.
hypnosapos/dcos-k8s-ml-scaffolds
Simple docker container to get dcos with k8s and kubeflow
shreyassks/MLOps-with-Kubeflow-Seldon
MLOps for Reddit Text Classification using Kubeflow pipelines and related orchestration components
sleebapaul/end_2_end_ML
End to end ML production pipeline from training to deployment using MLflow and Seldon Core
SteliosGian/mlserver-deployment
A deployment using Seldon's open source MLServer
canonical/seldonio-rocks
ROCKs for Seldon Core
Chabane/mitosis
A SDaaS for building Big Data, Machine Learning and Serverless applications based on cost prediction driven development