Code Monkey home page Code Monkey logo

awesome-mlops / awesome-ml-experiment-management Goto Github PK

View Code? Open in Web Editor NEW
61.0 61.0 2.0 4 KB

A curated list of awesome open source tools and commercial products for ML Experiment Tracking and Management ๐Ÿš€

License: Apache License 2.0

aiops awesome awesome-list data-science dataops datascience deep-learning experiment-management experiment-tracking kubernetes machine-learning ml-lifecycle mlops model-management model-registry orchestration

awesome-ml-experiment-management's Introduction

awesome-mlops-kubernetes

A curated list of awesome open source tools and commercial products that will help you train, deploy, monitor, version, scale, and secure your production machine learning on kubernetes ๐Ÿš€

  • Bodywork: Deploys machine learning projects developed in Python, to Kubernetes.
  • Katib: Kubernetes-based system for hyperparameter tuning and neural architecture search.
  • Kubeflow: A machine learning toolkit for Kubernetes.
  • Kserve: Serverless Inferencing on Kubernetes.
  • MLOperator: Machine Learning Operator & Controller for Kubernetes.
  • Pachyderm: Pachyderm is the leader in data versioning and pipelines for MLOps on Kubernetes.
  • Polyaxon: A cloud native platform for reproducible and scalable machine learning and deep learning on kubernetes.
  • Seldon Core: Open source platform for deploying and monitoring machine learning models in kubernetes.
  • Training Operator: Training operators on Kubernetes.

awesome-ml-experiment-management's People

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.