GitHub topics: model-versioning
wandb/wandb
The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.
Language: Python - Size: 169 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 9,769 - Forks: 731
SwanHubX/SwanLab
⚡️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.
Language: Python - Size: 41.7 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 1,381 - Forks: 91
VertaAI/modeldb
Open Source ML Model Versioning, Metadata, and Experiment Management
Language: Java - Size: 52.7 MB - Last synced at: 5 days ago - Pushed at: 9 months ago - Stars: 1,720 - Forks: 285
layerai-archive/sdk 📦
Metadata store for Production ML
Language: Python - Size: 2.22 MB - Last synced at: 5 days ago - Pushed at: over 2 years ago - Stars: 88 - Forks: 6
kleveross/ormb
Docker for Your ML/DL Models Based on OCI Artifacts
Language: Go - Size: 156 MB - Last synced at: 11 days ago - Pushed at: about 1 year ago - Stars: 466 - Forks: 62
overtrue/laravel-versionable
⏱️Make Laravel model versionable
Language: PHP - Size: 174 KB - Last synced at: 13 days ago - Pushed at: about 2 months ago - Stars: 549 - Forks: 47
rstudio/vetiver-python
Version, share, deploy, and monitor models.
Language: Python - Size: 6.9 MB - Last synced at: 20 days ago - Pushed at: about 1 month ago - Stars: 65 - Forks: 18
westonganger/active_snapshot
Simplified snapshots and restoration for ActiveRecord models and associations with a transparent white-box implementation
Language: Ruby - Size: 176 KB - Last synced at: 16 days ago - Pushed at: 3 months ago - Stars: 163 - Forks: 19
BodieCoding/ml-project-template
A template for building governed and reproducible machine learning projects, enabling transparent tracking of data, models, and deployments across various platforms.
Language: Python - Size: 25.4 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0
kleveross/klever-model-registry
Cloud Native Machine Learning Model Registry
Language: Go - Size: 53.9 MB - Last synced at: 24 days ago - Pushed at: over 2 years ago - Stars: 81 - Forks: 25
SayamAlt/Airline-Passenger-Satisfaction-Classification
Successfully developed a machine learning model to predict Airline Passenger Satisfaction by building an end-to-end MLOps pipeline. It integrates DVC for data versioning, a Dockerfile for containerization, and CI/CD using GitHub Actions for automated deployment.
Language: Jupyter Notebook - Size: 53.5 MB - Last synced at: 19 days ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0
FederatedAI/FATE-Serving
A scalable, high-performance serving system for federated learning models
Language: Java - Size: 28.8 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 139 - Forks: 77
Md-Emon-Hasan/MLFlow-Basic
Covers essential features like model tracking, versioning, and experiment, providing a foundation for efficient ML project lifecycle management.
Language: Python - Size: 6.18 MB - Last synced at: about 2 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0
laravel-enso/history-tracker
Laravel Model history tracking made easy
Language: PHP - Size: 46.9 KB - Last synced at: 11 days ago - Pushed at: 9 months ago - Stars: 51 - Forks: 9
MarionChaff/model-storage-manager
A simple class to handle model update, saving and loading with GCP
Language: Python - Size: 2.93 KB - Last synced at: 12 days ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0
VineetKT/ML_fastapi_on_Heroku_CI-CD
Deploying a Machine Learning Model on Heroku with FastAPI using CI/CD tools as GitHub Actions and Heroku Automatic Deployment.
Language: Jupyter Notebook - Size: 4.91 MB - Last synced at: 9 months ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 2
averagepythonfan/mongomv
Framework for model versioning with MongoDB
Language: Python - Size: 194 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0
latomate07/laraversion
A Laravel package for versioning Eloquent models with a simple and scalable approach.
Language: PHP - Size: 1.75 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 17 - Forks: 0
kstarkiller/simplon_brief11_moviewise_recommender_system
A study of a recommendation system for movies used as a first step in ML Flow
Language: Jupyter Notebook - Size: 18.5 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
christopheitenberger/VSOL
Versioning System for Online Learning systems (VSOL)
Language: Python - Size: 3.09 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
beringresearch/lab
A lightweight command line interface for the management of arbitrary machine learning tasks
Language: Python - Size: 40.3 MB - Last synced at: 6 months ago - Pushed at: about 4 years ago - Stars: 19 - Forks: 2
hectorLop/Wandb-MV
Model versioning using Weight&Biases with Python.
Language: Python - Size: 86.9 KB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 0
NewronAI/newron-sdk
Newron is a data-centric ML platform to easily build, manage, deploy and continuously improve models through data driven development.
Language: Python - Size: 1.11 MB - Last synced at: 6 days ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 4
IPVS-AS/MMP-Frontend
A Model Management Platform (MMP) for Industry 4.0 Environments (Frontend)
Language: TypeScript - Size: 195 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 2
hectorLop/mixver
Custom versioning of Machine Learning models
Language: Python - Size: 305 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
hyper-ml/hyperML
Frictionless Machine Learning on Kubernetes
Language: Go - Size: 152 MB - Last synced at: 5 months ago - Pushed at: about 2 years ago - Stars: 14 - Forks: 1
IPVS-AS/MMP-Backend
A Model Management Platform (MMP) for Industry 4.0 Environments (Backend)
Language: Java - Size: 196 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 1