Seldon

Repositories

• seldon-core

  An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models

  kubernetes machine-learning deployment serving aiops production-machine-learning mlops
  Jupyter Notebook Apache-2.0 420 1,828 170 (8 issues need help) 7 Updated Oct 15, 2020

• seldon-deploy-resources
  Dockerfile Apache-2.0 2 0 0 0 Updated Oct 15, 2020

• alibi

  Algorithms for monitoring and explaining machine learning models

  machine-learning interpretability counterfactual explanations xai
  Python Apache-2.0 92 713 54 3 Updated Oct 14, 2020

• alibi-detect

  Algorithms for outlier and adversarial instance detection, concept drift and metrics.

  metrics detection semi-supervised-learning anomaly unsupervised-learning adversarial concept-drift
  Python Apache-2.0 39 220 29 (5 issues need help) 3 Updated Oct 14, 2020

• MLServer
  Python 3 15 1 4 Updated Oct 12, 2020

• seldon-gcp-marketplace

  Seldon Core GCP Marketplace
  Makefile Apache-2.0 2 0 2 0 Updated Oct 4, 2020

• DistributedKernelShap

  ai ray shap explainability kernelshap rayserve
  Python 0 0 0 0 Updated Oct 1, 2020

• jenkins-x-seldon-core-sandbox
  HTML Apache-2.0 1 3 0 2 Updated Sep 26, 2020

• seldon-prometheus-exporter Archived
  Go 0 0 0 0 Updated Sep 24, 2020

• seldon-deploy-operator

  Seldon Deploy installation
  Shell 1 0 2 0 Updated Sep 9, 2020

• alibi-testing

  Repository for storing and loading model binaries for testing purposes
  Python 0 0 0 0 Updated Aug 5, 2020

• kfserving

  Forked from kubeflow/kfserving

  Serverless Inferencing on Kubernetes
  Jsonnet Apache-2.0 258 0 0 0 Updated Apr 12, 2020

• seldon-server

  Machine Learning Platform and Recommendation Engine built on Kubernetes

  python java docker kubernetes aws machine-learning cloud
  Java Apache-2.0 298 1,423 20 3 Updated Apr 12, 2020

• seldon-models

  A repository of training, inference and packaging code for Seldon demo models
  Jupyter Notebook 3 1 1 1 Updated Apr 5, 2020

• trtis-k8s-scheduler

  Custom Scheduler to deploy ML models to TRTIS for GPU Sharing
  Go Apache-2.0 2 3 0 0 Updated Apr 1, 2020

• sig-mlops-seldon-jenkins-x
  Jupyter Notebook 4 8 0 0 Updated Feb 28, 2020

• seldon-gitops

  Example GitOps repository.
  0 0 0 1 Updated Feb 19, 2020

• sig-mlops-jenkins-classic
  Jupyter Notebook 5 9 2 0 Updated Feb 10, 2020

• seldon-core-aws

  Seldon Core AWS Marketplace Helm Charts
  Smarty Apache-2.0 2 0 0 1 Updated Dec 3, 2019

• environment-seldon-core-test-ci-cluster-dev
  Shell 3 0 0 0 Updated Nov 28, 2019

• i-am-spartakus
  Go Apache-2.0 1 3 0 0 Updated Nov 21, 2019

• seldon

  Seldon Top Level Repo
  Apache-2.0 3 2 0 1 Updated Nov 20, 2019

• bcrypt-tool
  Go Apache-2.0 1 1 0 0 Updated Nov 8, 2019

• seldon-operator

  Seldon Core Operator for Kubernetes
  Go Apache-2.0 11 11 10 2 Updated Nov 5, 2019

• cicd-demo-k8s-manifest-files
  Shell Apache-2.0 10 1 0 0 Updated Oct 29, 2019

• cicd-demo-model-source-files
  Makefile Apache-2.0 12 2 0 1 Updated Oct 29, 2019

• environment-paladinrose-production
  Makefile Apache-2.0 0 0 0 0 Updated Aug 16, 2019

• environment-paladinrose-staging
  Makefile Apache-2.0 0 0 0 0 Updated Aug 16, 2019

• mlgraph

  Machine Learning Inference Graph Spec
  Apache-2.0 4 17 1 0 Updated Jul 27, 2019

• seldon-java-wrapper

  Wrap java code for use with seldon-core
  Java Apache-2.0 3 0 1 0 Updated Apr 16, 2019