Doc of MLOps
- Feast (Feature Store) is an open source feature store for machine learning.
- butterfree A tool for building feature stores. Transform your raw data into beautiful features.
- Featureform is a virtual feature store. It enables data scientists to define, manage, and serve their ML model's features.
- Feathr is the feature store that is used in production in LinkedIn for many years and was open sourced in April 2022.
- Hopsworks is a data platform for ML with a Python-centric Feature Store and MLOps capabilities.
- Seldon-Core an open source platform to deploy your machine learning models on Kubernetes at massive scale.
- Wandb is the machine learning platform for developers to build better models faster.
- ClearML is a ML/DL development and production suite, it contains FOUR main modules.
- Welcome to Polyaxon, a platform for building, training, and monitoring large scale deep learning applications.
- BentoML makes it easy to create Machine Learning services that are ready to deploy and scale.
- MLRun is an open MLOps platform for quickly building and managing continuous ML applications across their lifecycle.
- ZenML is here to help transition your production ML pipelines to production.
- Hopsworks is a data platform for ML with a Python-centric Feature Store and MLOps capabilities.
- Wallaroo Community is aimed at those looking to speed up and simplify the deployment and management of ML models and pipelines.