model-versioning

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wandb /wandb

Star10.1k

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

data-science machine-learning reinforcement-learning ai deep-learning tensorflow keras collaboration pytorch hyperparameter-optimization reproducibility hyperparameter-tuning data-versioning hyperparameter-search model-versioning jax mlops experiment-track ml-platform

UpdatedJul 18, 2025
Python

⚡️SwanLab - an open-source, modern-design AI training tracking and visualization tool. Supports Cloud / Self-hosted use. Integrated with PyTorch / Transformers / LLaMA Factory / Swift / Ultralytics / veRL / MMEngine / Keras etc.

visualization python tracking data-science machine-learning deep-learning tensorflow logging transformers pytorch tensorboard model-versioning jax mlops

UpdatedJul 18, 2025
Python

VertaAI /modeldb

Star1.7k

Open Source ML Model Versioning, Metadata, and Experiment Management

machine-learning mit model-management modeldb model-versioning verta

UpdatedJul 23, 2024
Java

overtrue /laravel-versionable

Sponsor

Star559

⏱️Make Laravel model versionable

laravel-package model-versioning laravel-model-versionable laravel-reversion

UpdatedMay 21, 2025
PHP

kleveross /ormb

Star470

Docker for Your ML/DL Models Based on OCI Artifacts

docker machine-learning docker-registry oci model-management harbor opencontainers model-versioning image-registry oci-artifacts oci-registry

UpdatedJan 26, 2024
Go

westonganger /active_snapshot

Star169

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

ruby rails activerecord audit versioning associations restore-data model-versioning model-snapshots

UpdatedJan 18, 2025
Ruby

FederatedAI /FATE-Serving

Star138

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

monitor inference model-serving model-versioning federated-learning

UpdatedDec 19, 2024
Java

layerai-archive /sdk

Star88

Metadata store for Production ML

python data-science machine-learning reinforcement-learning deep-learning tensorflow sklearn keras collaboration pytorch hyperparameter-optimization hyperparameter-tuning data-versioning model-versioning mlops experiment-tracking

UpdatedSep 29, 2022
Python

kleveross /klever-model-registry

Star81

Cloud Native Machine Learning Model Registry

docker machine-learning deep-learning cloud-native model-management harbor model-versioning

UpdatedJan 12, 2023
Go

rstudio /vetiver-python

Star68

Version, share, deploy, and monitor models.

python model-versioning mlops model-monitoring model-deploy

UpdatedMar 21, 2025
Python

laravel-enso /history-tracker

Star51

Laravel Model history tracking made easy

laravel trait laravel-package model-history laravel-enso history-tracking model-versioning

UpdatedAug 8, 2024
PHP

beringresearch /lab

Star19

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

machine-learning ai ml model-management model-versioning

UpdatedJan 29, 2021
Python

latomate07 /Laraversion

Star18

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

laravel-package model-versioning

UpdatedMar 15, 2024
PHP

hyper-ml /hyperML

Star14

Frictionless Machine Learning on Kubernetes

kubernetes machine-learning deep-learning model-versioning

UpdatedMar 7, 2023
Go

IPVS-AS /MMP-Frontend

Star6

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

machine-learning model-management model-versioning industry-40

UpdatedOct 28, 2020
TypeScript

IPVS-AS /MMP-Backend

Star5

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

machine-learning model-management model-versioning industry-40

UpdatedJun 4, 2020
Java

hectorLop /Wandb-MV

Star3

Model versioning using Weight&Biases with Python.

data-science machine-learning deep-learning model model-validation model-deployment model-versioning mlops experiment-tracking ml-platform

UpdatedFeb 10, 2022
Python

NewronAI /newron-sdk

Star3

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

data-science machine-learning deep-learning tensorflow keras python3 pytorch hyperparameter-optimization hyperparameter-tuning data-versioning hyperparameter-search model-versioning mlops model-monitoring model-registry experiment-tracking ml-platform model-reproducibility

UpdatedOct 4, 2022
Python

VineetKT /ML_fastapi_on_Heroku_CI-CD

Star2

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

python heroku machine-learning continuous-integration continuous-delivery continuous-deployment ci-cd data-version-control heroku-deployment data-versioning model-versioning dvc github-actions fastapi dvc-for-data-science

UpdatedJul 28, 2021
Jupyter Notebook

tahonick /MLOps-Data-versioning-with-ClearML

Star1

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

machine-learning data-versioning model-versioning mlops clearml

UpdatedAug 1, 2021
HTML

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