GitHub topics: model-registry
JRJSolutions/jrjModelRegistry
Simple and secure model registry for storing, versioning, and serving ML models using S3 and MongoDB.
Language: Python - Size: 6.86 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 1 - Forks: 0
iterative/gto
🏷️ Git Tag Ops. Turn your Git repository into Artifact Registry or Model Registry.
Language: Python - Size: 599 KB - Last synced at: 6 days ago - Pushed at: 11 days ago - Stars: 148 - Forks: 16
chogerlate/baq
This project is part of the CPE393 coursework on the topic of the MLOps final project.
Language: Python - Size: 22.9 MB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 1 - Forks: 1
iusztinpaul/energy-forecasting
🌀 𝗧𝗵𝗲 𝗙𝘂𝗹𝗹 𝗦𝘁𝗮𝗰𝗸 𝟳-𝗦𝘁𝗲𝗽𝘀 𝗠𝗟𝗢𝗽𝘀 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸 | 𝗟𝗲𝗮𝗿𝗻 𝗠𝗟𝗘 & 𝗠𝗟𝗢𝗽𝘀 for free by designing, building and deploying an end-to-end ML batch system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 2.5 𝘩𝘰𝘶𝘳𝘴 𝘰𝘧 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 & 𝘷𝘪𝘥𝘦𝘰 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴
Language: Python - Size: 4.1 MB - Last synced at: 30 days ago - Pushed at: about 1 year ago - Stars: 913 - Forks: 207
NT7749/gto
Open source poker command line and Streamlit GUI tool that assists with poker decisions using Monte Carlo equity simulations
Language: Python - Size: 17.6 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0
iterative/mlem 📦
🐶 A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one day🤞
Language: Python - Size: 1.3 MB - Last synced at: 6 days ago - Pushed at: almost 2 years ago - Stars: 720 - Forks: 43
BjornMelin/mlops-toolkit
🛠️ Enterprise ML infrastructure and deployment tools. Comprehensive suite for ML lifecycle management with focus on GPU cluster optimization. 📊
Size: 5.86 KB - Last synced at: 3 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0
ambideXtrous9/Logo-Recognition-App-MLOps
Logo Recognition App MLOps
Language: Python - Size: 37.1 KB - Last synced at: 3 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0
omrylcn/mlkit
Modular, Reusable, Trackable ML Development and Deployment
Language: Python - Size: 400 KB - Last synced at: 6 months ago - Pushed at: 6 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: 3 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0
ericyoc/huggingface-model-metadata-blockchain-poc
Registration of pre-trained models found on Hugging Face using blockchain technology
Language: Jupyter Notebook - Size: 59.6 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0
logicalclocks/machine-learning-api
Hopsworks Machine Learning Api 🚀 Model management with a model registry and model serving
Language: Python - Size: 5.17 MB - Last synced at: 7 days ago - Pushed at: 8 months ago - Stars: 8 - Forks: 20
neptune-ai/project-images-segmentation
Experiment tracking and model registry in the images segmentation project
Language: Jupyter Notebook - Size: 30.7 MB - Last synced at: 1 day ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0
ronylpatil/mlflow-pipeline
Built an E2E MLFlow Pipeline & hosted on AWS.
Language: Python - Size: 950 KB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 5
duketemon/python-model-registry
Model Registry is the service that exposes API to save, fetch and delete machine learning models
Language: Python - Size: 79.1 KB - Last synced at: 3 days ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
Nerdward/Mlops_project
An end to end ML project. Using MLflow for experiment tracking and model registry. Prefect for workflow orchestration. S3 for artifacts storage. AWS Lambda/ ECR for serverless model serving. AWS REST API gateway as endpoint to lambda function. GitHub Actions for CI/CD.
Language: Jupyter Notebook - Size: 695 KB - Last synced at: 11 months ago - Pushed at: almost 3 years ago - Stars: 11 - Forks: 2
deepad-tech/hopsworks-go
Go SDK to interact with the Hopsworks API
Language: Go - Size: 31.3 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
cs-uche/Car-Prices-Prediction
Advanced Machine Learning Regression: Predicting Car Prices
Language: Jupyter Notebook - Size: 10.1 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
TrilokiDA/Vertex-AI
This repo explore the vertex ai component
Language: PureBasic - Size: 316 KB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
JakobLS/mlops-credit-risk
MLOps for deploying a Credit Risk model
Language: HTML - Size: 8.03 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0
iterative/monorepo-example Fork of shcheklein/monorepo-in-a-branch
Example repo that showcase monorepo scenario. `cv` folder has an image segmentation model, and `nlp` folder has a text classification model. Load this repo as project in https://studio.iterative.ai to see models registered within a model registry.
Size: 1.41 MB - Last synced at: 6 days ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 2
iterative/example-gto-frozen 📦
To be used for Studio test cases only.
Size: 6.84 KB - Last synced at: 6 days ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 1
neptune-ai/project-nlp 📦
Experiment tracking and model registry in the NLP project
Language: Jupyter Notebook - Size: 1.11 MB - Last synced at: 1 day ago - Pushed at: over 2 years ago - Stars: 1 - 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: about 5 hours ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 4
neptune-ai/project-scientific-data
Tabular data experiment tracking with Neptune
Language: Python - Size: 5.11 MB - Last synced at: 1 day ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
hectorLop/mixver
Custom versioning of Machine Learning models
Language: Python - Size: 305 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
Hydrospheredata/hydro-serving-manager
Part of the Hydrosphere.io project.
Language: Scala - Size: 5.82 MB - Last synced at: 2 months ago - Pushed at: almost 2 years ago - Stars: 4 - Forks: 4
neptune-ai/awesome-model-registry
List of model registry resources and tools
Size: 1000 Bytes - Last synced at: 1 day ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0