model-versioning | Topic | Ecosyste.ms: Repos

Topic: "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: 173 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 9,931 - Forks: 743

VertaAI/modeldb

Open Source ML Model Versioning, Metadata, and Experiment Management

Language: Java - Size: 52.7 MB - Last synced at: 8 days ago - Pushed at: 11 months ago - Stars: 1,723 - Forks: 286

⚡️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: 42 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 1,612 - Forks: 109

overtrue/laravel-versionable

⏱️Make Laravel model versionable

Language: PHP - Size: 179 KB - Last synced at: 16 days ago - Pushed at: 21 days ago - Stars: 552 - Forks: 48

kleveross/ormb

Docker for Your ML/DL Models Based on OCI Artifacts

Language: Go - Size: 156 MB - Last synced at: 14 days ago - Pushed at: over 1 year ago - Stars: 467 - Forks: 62

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: 15 days ago - Pushed at: 5 months ago - Stars: 166 - Forks: 20

FederatedAI/FATE-Serving

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

Language: Java - Size: 28.8 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 139 - Forks: 77

layerai-archive/sdk 📦

Metadata store for Production ML

Language: Python - Size: 2.22 MB - Last synced at: 19 days ago - Pushed at: over 2 years ago - Stars: 88 - Forks: 6

kleveross/klever-model-registry

Cloud Native Machine Learning Model Registry

Language: Go - Size: 53.9 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 81 - Forks: 25

rstudio/vetiver-python

Version, share, deploy, and monitor models.

Language: Python - Size: 6.9 MB - Last synced at: 13 days ago - Pushed at: 3 months ago - Stars: 67 - Forks: 18

laravel-enso/history-tracker

Laravel Model history tracking made easy

Language: PHP - Size: 46.9 KB - Last synced at: about 2 months ago - Pushed at: 10 months ago - Stars: 51 - Forks: 9

beringresearch/lab

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

Language: Python - Size: 40.3 MB - Last synced at: 8 months ago - Pushed at: over 4 years ago - Stars: 19 - Forks: 2

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

hyper-ml/hyperML

Frictionless Machine Learning on Kubernetes

Language: Go - Size: 152 MB - Last synced at: 6 months ago - Pushed at: over 2 years ago - Stars: 14 - Forks: 1

IPVS-AS/MMP-Frontend

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

Language: TypeScript - Size: 195 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 2

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: 4 days ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 4

hectorLop/Wandb-MV

Model versioning using Weight&Biases with Python.

Language: Python - Size: 86.9 KB - Last synced at: 19 days ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 0

IPVS-AS/MMP-Backend

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

Language: Java - Size: 196 KB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 3 - Forks: 1

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: 10 months ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 2

adil-faiyaz98/neural-scope

A comprehensive tool for analyzing machine learning models with CI/CD integration. Features include pre-trained model support, security analysis, adversarial robustness, testing, model versioning and MLFlow integration

Language: Python - Size: 123 MB - Last synced at: 8 days ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

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: 3 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

fullscreen-triangle/trebuchet

A high-performance microservices metacognitive orchestration framework built in Rust

Language: Rust - Size: 17.5 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

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: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

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: 2 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

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