Discover SeldonIO/seldon-deploy-operator Open Source project

Algorithms for outlier, adversarial and drift detection

2,370

alibi-detect

Machine Learning Platform and Recommendation Engine built on Kubernetes

2,202

seldon-server

An inference server for your machine learning models, including support for multiple frameworks, multi-model serving and more

1,475

MLServer

tempo

goven

Goven (go-oven) is a go library that allows you to have a drop-in query language for your database schema.

seldonio.github.com

Seldon Documentation

HTML

k8s-local-docker-registry

Shell

seldon-spark

Seldon Spark Jobs

semantic-vectors-lucene-tools

Tools for building a Lucene index for Semantic Vectors

Machine Learning Inference Graph Spec

mlgraph

seldon-ucl

seldon-vm

seldon-deploy-sdk

SDK for Seldon Deploy

Mustache

sig-mlops-jenkins-classic

Generic schema structure for machine learning model predictions

ml-prediction-schema

seldon-operator

Seldon Core Operator for Kubernetes

deploy-workshops

sig-mlops-seldon-jenkins-x

Example mlserver and seldon deployment for a cassava leaf classifier

cassava-example

Create Seldon data import files from Movielens 10m source data

importer-movielens-10m

Custom Scheduler to deploy ML models to TRTIS for GPU Sharing

trtis-k8s-scheduler

movie-demo-frontend

js frontend for movie recommender demo

JavaScript

seldon-core-launcher

Seldon Core Cloud Launcher

seldon-core-examples

Machine learning classifer for the EU Referendum

eubot

A Javascript library to interact with the Seldon Server

seldon-js-lib

ansible-k8s-collection

Collection of Ansible roles and playbooks crafted for Seldon ecosystem

Jinja

seldon-importer-web

Web page importer

tensorflow-demo-notebooks

Building and deploying a TensorFlow MNIST digit classifier on Kubernetes with Seldon

A webapp that recognises characters you draw using Seldon and Tensorflow.

seldon-java-client

Seldon Java REST Client

jenkins-x-seldon-core-sandbox

HTML

deep-mnist-webapp

JavaScript

seldon-server-config-template

seldon-models

A repository of training, inference and packaging code for Seldon demo models

i-am-spartakus

cicd-demo-model-source-files

Triton inference server python backend examples

triton-python-examples

DistributedKernelShap

Helper function to use JPMML with Seldon-Core

JPMML-utils

Seldon Server configuration required for the Docker VM

seldon-server-config-vm

seldon-gcp-marketplace

Seldon Core GCP Marketplace

environment-paladinrose-staging

Repository for storing and loading model binaries for testing purposes

environment-seldon-core-test-ci-cluster-dev

Shell

alibi-testing

environment-paladinrose-production

Wrap java code for use with seldon-core

seldon

Seldon Top Level Repo

helm-charts

Seldon Helm Charts

Mustache

cicd-demo-k8s-manifest-files

Shell

seldon-java-wrapper

Example GitOps repository.

test-ci-project

seldon-gitops

seldon-core-aws

Seldon Core AWS Marketplace Helm Charts

Smarty

seldon-deploy-demos-gitops-template

movie-demo-setup

JavaScript

seldon-prometheus-exporter

seldon-deploy-resources

Dockerfile

seldon-mlmd-tools