GitPlanet

Cheap and reliable Node.js hosting starts at $3/month, and $1/month static HTML hosting

Created with love in Canada, visit hostnodejs.com today

Feel like to post an Ad? Learn Details
All Projects β†’ kleveross β†’ Klever Model Registry

kleveross / Klever Model Registry

Licence: apache-2.0
Cloud Native Machine Learning Model Registry

Programming Languages

go
31211 projects - #10 most used programming language

Labels

deep-learningmachine-learningdockercloud-native

Projects that are alternatives of or similar to Klever Model Registry

Quarkus Microservices Poc
Very simplified shop sales system made in a microservices architecture using quarkus
Stars: ✭ 16 (-70.37%)
Mutual labels:  cloud-native
Kong
🦍 The Cloud-Native API Gateway
Stars: ✭ 30,838 (+57007.41%)
Mutual labels:  cloud-native
Deep Microservices Todomvc
Todo Microservice is built on top of DEEP Framework using Microservices Architecture
Stars: ✭ 44 (-18.52%)
Mutual labels:  cloud-native
Vearch
A distributed system for embedding-based retrieval
Stars: ✭ 940 (+1640.74%)
Mutual labels:  cloud-native
Kubevious
Kubevious - application centric Kubernetes UI and continuous assurance provider
Stars: ✭ 869 (+1509.26%)
Mutual labels:  cloud-native
Fluent Bit Go Loki
[Deprecated] The predessor of fluent-bit output plugin for Loki. https://github.com/grafana/loki
Stars: ✭ 38 (-29.63%)
Mutual labels:  cloud-native
Inlets Operator
Add public LoadBalancers to your local Kubernetes clusters
Stars: ✭ 795 (+1372.22%)
Mutual labels:  cloud-native
Argo Workflows
Workflow engine for Kubernetes
Stars: ✭ 10,024 (+18462.96%)
Mutual labels:  cloud-native
K8s App Monitor Test
A test application for monitoring in kubernetes
Stars: ✭ 15 (-72.22%)
Mutual labels:  cloud-native
Pacbot
PacBot (Policy as Code Bot)
Stars: ✭ 1,017 (+1783.33%)
Mutual labels:  cloud-native
Linkerd2
Ultralight, security-first service mesh for Kubernetes. Main repo for Linkerd 2.x.
Stars: ✭ 7,887 (+14505.56%)
Mutual labels:  cloud-native
Go Zero
go-zero is a web and rpc framework written in Go. It's born to ensure the stability of the busy sites with resilient design. Builtin goctl greatly improves the development productivity.
Stars: ✭ 13,156 (+24262.96%)
Mutual labels:  cloud-native
Stash
πŸ›… Backup your Kubernetes Stateful Applications
Stars: ✭ 989 (+1731.48%)
Mutual labels:  cloud-native
Kubeflow Data Science On Steroids
The blog post about Kubeflow, including all materials
Stars: ✭ 25 (-53.7%)
Mutual labels:  cloud-native
Kumuluzee Samples
KumuluzEE samples demonstrate how to get started using KumuluzEE microservice framework. They provide small, specific, working samples that can be used as a reference for your own projects.
Stars: ✭ 47 (-12.96%)
Mutual labels:  cloud-native
Argo Events
Event-driven workflow automation framework
Stars: ✭ 821 (+1420.37%)
Mutual labels:  cloud-native
Pomerium Helm
Official helm charts for Pomerium.
Stars: ✭ 32 (-40.74%)
Mutual labels:  cloud-native
Kubernetes With Cri O
πŸ“¦ πŸš€ πŸ“¦ - Kubernetes Cluster setup using CRI-O Runtime
Stars: ✭ 51 (-5.56%)
Mutual labels:  cloud-native
Nff Go
NFF-Go -Network Function Framework for GO (former YANFF)
Stars: ✭ 1,036 (+1818.52%)
Mutual labels:  cloud-native
Management Api For Apache Cassandra
RESTful / Secure Management Sidecar for Apache Cassandra
Stars: ✭ 41 (-24.07%)
Mutual labels:  cloud-native
View All Similar Projects βž”

Klever Model Registry

Go Report Card Build Status Build Status Coverage Status

Slack

English | δΈ­ζ–‡

Klever Model Registry is a Cloud Native ML model registry. Use Klever Model Registry in order to:

  • Manage your ML models
  • Version and deliver your ML models with the existing infrastructures
  • Keep track of ML models' hyperparameters and so on to help decision makers
  • Convert models between different formats ( e.g. TensorFlow SavedModel, ONNX )
  • Serve the model
  • Get the standalone executable program to deploy ML model inference services on edge devices/servers ( Coming Soon! )

Klever Model Registry's features:

  • Deploy with Docker and Kubernetes
  • Keep non-Invasive for your business
  • Manage ML models like Docker ( With the help of kleveross/ormb )
  • Reuse Harbor to store models, without any new infrastructure
  • Support model serving for models managed by MLflow
  • Extract models signatures for:
    • SavedModel
    • ONNX
    • GraphDef
    • NetDef
    • Keras H5
    • CaffeModel
    • TorchScript
    • MXNetParams
    • PMML
  • Convert models from:
    • MXNetParams to ONNX
    • Keras H5 to SavedModel
    • CaffeModel to NetDef
    • NetDef to ONNX

See our official documentations for more information。

UI MockUp

Installation

Build the image

Clone:

$ git clone https://github.com/kleveross/klever-model-registry
$ cd klever-model-registry

Get the dependencies:

$ go mod tidy

Build:

$ make docker-build

Install

Please have a look at docs/installation.md.

If you want to trial quickly, you can run installation script as follow.

$ wget https://raw.githubusercontent.com/kleveross/klever-model-registry/master/scripts/installation/install-k8s-1.14.sh
$ bash install-k8s-1.14.sh <master-ip>

or

$ wget https://raw.githubusercontent.com/kleveross/klever-model-registry/master/scripts/installation/install-k8s-1.19.sh
$ bash install-k8s-1.19.sh <master-ip>

Community

klever-model-registry project is part of Klever, a Cloud Native Machine Learning platform.

The Klever slack workspace is klever.slack.com. To join, click this invitation to our Slack workspace.

Note that the project description data, including the texts, logos, images, and/or trademarks, for each open source project belongs to its rightful owner. If you wish to add or remove any projects, please contact us at [email protected].