modeldb
Model Manager
Provides a system to manage machine learning models throughout their lifecycle, including versioning, metadata tracking, and experiment management.
Open Source ML Model Versioning, Metadata, and Experiment Management
2k stars
66 watching
286 forks
Language: Java
last commit: 4 months ago
Linked from 3 awesome lists
machine-learningmitmodel-managementmodel-versioningmodeldbverta
ethicalml/awesome-production-machine-learning
kelvins/awesome-mlops
jphall663/awesome-machine-learning-interpretabilityRelated projects:
| Repository | Description | Stars |
|---|---|---|
 operatorai/modelstore | A library that manages and stores machine learning models | 376 |
 blib-la/hyv | A versatile library designed to streamline the integration and interaction of diverse AI models for collaborative software development | 21 |
 plivesey/rocketdata | A caching and consistency solution for immutable models in Swift. | 648 |
 marquezproject/marquez | An open source metadata service for data ecosystems. | 1,789 |
 google/ml-metadata | A library for recording and managing metadata associated with machine learning workflows | 627 |
 final-israel/vmn | Automatic version management and state recovery solution for software projects | 62 |
 vector-of-bool/semver | A C++ library for managing and manipulating semantic versioning information | 11 |
 pmargreff/juliavm | A tool to manage multiple Julia environments and versions. | 46 |
 rakenapp/mobx-mc | A library for managing data in models and collections, with automatic state management and built-in CRUD operations. | 16 |
 hiroakimikami/jlenv | A shell-based tool for managing multiple versions of the Julia programming language in a developer environment. | 26 |
 jorgebucaran/nvm.fish | A tool for managing multiple Node.js versions in a single environment. | 2,154 |
 javiersantos/mlmanager | An Android app manager with customizable features and Material Design support | 1,206 |
 ssamadgh/modelassistant | A framework to manage interactions between views and models in Swift-based applications | 28 |
 ekalinin/pbvm | A tool to manage and switch between different versions of the Protocol Buffers compiler | 3 |
 upc/ravada | A tool that allows users to manage and access virtual machines remotely via a web interface. | 562 |