The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.

Open Source ML Model Versioning, Metadata, and Experiment Management

⚡️SwanLab: your ML experiment notebook. 你的AI实验笔记本，日志记录与可视化AI训练全流程。

⏱️Make Laravel model versionable

Docker for Your ML/DL Models Based on OCI Artifacts

A scalable, high-performance serving system for federated learning models

Simplified snapshots and restoration for ActiveRecord models and associations with a transparent white-box implementation

Metadata store for Production ML

Cloud Native Machine Learning Model Registry

Version, share, deploy, and monitor models.

Laravel Model history tracking made easy

A lightweight command line interface for the management of arbitrary machine learning tasks

A Laravel package for versioning Eloquent models with a simple and scalable approach.

Frictionless Machine Learning on Kubernetes

A Model Management Platform (MMP) for Industry 4.0 Environments (Frontend)

A Model Management Platform (MMP) for Industry 4.0 Environments (Backend)

Model versioning using Weight&Biases with Python.

Newron is a data-centric ML platform to easily build, manage, deploy and continuously improve models through data driven development.

Deploying a Machine Learning Model on Heroku with FastAPI using CI/CD tools as GitHub Actions and Heroku Automatic Deployment.

Learning data and model versioning with ClearML while cleaning and modeling happiness by country with a Kaggle dataset