Explore @SeldonIO Open Source projects

Seldon (@SeldonIO)

SeldonIO

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Location 🇬🇧 United Kingdom
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seldon-core

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

alibi

Algorithms for explaining machine learning models

alibi-detect

Algorithms for outlier, adversarial and drift detection

seldon-server

Machine Learning Platform and Recommendation Engine built on Kubernetes

MLServer

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

tempo

MLOps Python Library

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

k8s-local-docker-registry

seldon-spark

Seldon Spark Jobs

semantic-vectors-lucene-tools

Tools for building a Lucene index for Semantic Vectors

mlgraph

Machine Learning Inference Graph Spec

seldon-ucl

Seldon UCL Project

seldon-vm

seldon-deploy-sdk

SDK for Seldon Deploy

sig-mlops-jenkins-classic

Jupyter Notebook

ml-prediction-schema

Generic schema structure for machine learning model predictions

seldon-operator

Seldon Core Operator for Kubernetes

deploy-workshops

Jupyter Notebook

sig-mlops-seldon-jenkins-x

Jupyter Notebook

cassava-example

Example mlserver and seldon deployment for a cassava leaf classifier

importer-movielens-10m

Create Seldon data import files from Movielens 10m source data

trtis-k8s-scheduler

Custom Scheduler to deploy ML models to TRTIS for GPU Sharing

movie-demo-frontend

js frontend for movie recommender demo

seldon-core-launcher

Seldon Core Cloud Launcher

Jupyter Notebook

seldon-core-examples

eubot

Machine learning classifer for the EU Referendum

seldon-js-lib

A Javascript library to interact with the Seldon Server

ansible-k8s-collection

Collection of Ansible roles and playbooks crafted for Seldon ecosystem

seldon-importer-web

Web page importer

tensorflow-demo-notebooks

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

Jupyter Notebook

seldon-java-client

Seldon Java REST Client

jenkins-x-seldon-core-sandbox

deep-mnist-webapp

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

seldon-server-config-template

seldon-models

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

Jupyter Notebook

seldon-deploy-operator

Seldon Deploy installation

i-am-spartakus

cicd-demo-model-source-files

triton-python-examples

Triton inference server python backend examples

DistributedKernelShap

JPMML-utils

Helper function to use JPMML with Seldon-Core

seldon-server-config-vm

Seldon Server configuration required for the Docker VM

seldon-gcp-marketplace

Seldon Core GCP Marketplace

environment-paladinrose-staging

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

alibi-testing

Repository for storing and loading model binaries for testing purposes

environment-paladinrose-production

seldon

Seldon Top Level Repo

helm-charts

Seldon Helm Charts

cicd-demo-k8s-manifest-files

seldon-java-wrapper

Wrap java code for use with seldon-core

test-ci-project

seldon-gitops

Example GitOps repository.

seldon-core-aws

Seldon Core AWS Marketplace Helm Charts

seldon-deploy-demos-gitops-template

movie-demo-setup

movie-demo-setup

seldon-prometheus-exporter

seldon-deploy-resources

seldon-mlmd-tools