model-registry

There are 0 repository under model-registry topic.

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
airflow batch-processing feature-store github-actions mlops python cicd docker fastapi gcp great-expectations hopsworks ml-monitoring poetry sktime streamlit weights-and-biases 3-pipeline-design model-registry data-versioning
Language:Python 883
iterative / mlem
🐶 A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one day🤞
python data-science machine-learning developer-tools model-registry deployment git mlem cli
Language:Python 720
iterative / gto
🏷️ Git Tag Ops. Turn your Git repository into Artifact Registry or Model Registry.
artifact-registry git-tags model-registry git-tag git artifacts cli data-registry models
Language:Python 144
awesome-mlops / awesome-ml-experiment-management
A curated list of awesome open source tools and commercial products for ML Experiment Tracking and Management 🚀
aiops awesome awesome-list data-science dataops datascience deep-learning experiment-management experiment-tracking kubernetes machine-learning ml-lifecycle mlops model-management model-registry orchestration
105
JakobLS / mlops-credit-risk
MLOps for deploying a Credit Risk model
docker-compose evidentlyai gcp grafana-dashboard makefile mlflow model-monitoring model-registry prefect experiment-tracking
Language:HTML 27
yassine-rd / PaperWhiz
A simple app to help you find relevant machine learning papers to read.
cosine-similarity trubrics feature-store hopsworks model-registry content-based-recommendation sentence-transformers
Language:Jupyter Notebook 14
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.
aws continuous-delivery continuous-integration devops experiment-tracking infrastructure-as-code machine-learning model-registry workflow-orchestration
Language:Jupyter Notebook 12
logicalclocks / machine-learning-api
Hopsworks Machine Learning Api 🚀 Model management with a model registry and model serving
model-registry model-serving
Language:Python 8
Hydrospheredata / hydro-serving-manager
Part of the Hydrosphere.io project.
scala docker ml-models model-registry hydrosphere
Language:Scala 4
newron-sdk
NewronAI / newron-sdk
Newron is a data-centric ML platform to easily build, manage, deploy and continuously improve models through data driven development.
deep-learning machine-learning mlops data-science data-versioning experiment-tracking hyperparameter-optimization hyperparameter-search hyperparameter-tuning keras ml-platform model-monitoring model-reproducibility model-versioning pytorch tensorflow model-registry python3
Language:Python 3
neptune-ai / project-images-segmentation
Experiment tracking and model registry in the images segmentation project
computer-vision deep-learning experiment-tracking images-segmentation machine-learning mlops model-registry neptune neptune-ai
Language:Jupyter Notebook 2
koseemre / mlplatform
Basic MLPlatform includes Model Registry and Inference Server
flask grafana inference-server machine-learning mlplatform model-registry prometheus python unit-testing web-server
Language:Python 1
neptune-ai / project-nlp
Experiment tracking and model registry in the NLP project
experiment-tracking model-registry neptune machine-learning nlp text-classification fasttext optuna text-summarization transformers
Language:Jupyter Notebook 1
ronylpatil / mlflow-pipeline
Built an E2E MLFlow Pipeline & hosted on AWS.
mlflow-tracking model-registry model-serving
Language:Python 1
cs-uche / Car-Prices-Prediction
Advanced Machine Learning Regression: Predicting Car Prices
data-versioning eda predictive-modeling model-registry ensemble-machine-learning optuna mlflow aws cli-tool click aws-sagemaker mlops
Language:Jupyter Notebook 0
deepad-tech / hopsworks-go
Go SDK to interact with the Hopsworks API
feature-store golang hopsworks hsfs model-registry
Language:Go 0
hectorLop / mixver
Custom versioning of Machine Learning models
deep-learning machine-learning mlops mlops-workflow model-registry model-versioning python
Language:Python 0
omrylcn / mlkit
Modular, Reusable, Trackable ML Development and Deployment
feature-store ml mlflow-tracking mlops mlops-workflow model-registry pipeline
Language:Python 0
ambideXtrous9 / Logo-Recognition-App-MLOps
Logo Recognition App MLOps
cicd cnn cnn-classification experiment-tracking gcp githubactions google-cloud-platform logo-detection mlflow mlops model-registry pytorch pytorch-lightning streamlit streamlit-webapp
Language:Python
duketemon / python-model-registry
Model Registry is the service that exposes API to save, fetch and delete machine learning models
machine-learning model-registry model-serving python
Language:Python
ericyoc / huggingface-model-metadata-blockchain-poc
Registration of pre-trained models found on Hugging Face using blockchain technology
blockchain-demos blockchain-technology huggingface model-registry pre-trained-models
Language:Jupyter Notebook
iterative / example-gto-frozen
To be used for Studio test cases only.
gto model-registry studio test testing
iterative / monorepo-example
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.
docs model-registry studio
neptune-ai / awesome-model-registry
List of model registry resources and tools
machine-learning reinforcement-learning deep-learning model-registry model-management ml-models
neptune-ai / project-scientific-data
Tabular data experiment tracking with Neptune
experiment-tracking mlops model-registry neptune neptune-ai autoencoder svm tabular-data
Language:Python
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.
azure-web-app-service ci-cd-pipeline classification docker-container dvc-pipeline experiment-tracking exploratory-data-analysis feature-engineering github-actions hyperparameter-tuning machine-learning mlflow mlflow-tracking mlops-workflow model-registry model-training-and-evaluation model-versioning optuna scikit-learn
Language:Jupyter Notebook
TrilokiDA / Vertex-AI
This repo explore the vertex ai component
api artifact-registry auto-ml automl deployment docker docker-compose endpoint flask flaskapi machine-learning model-registry python vertex vertex-ai vertexai workbench
Language:PureBasic

model-registry

iusztinpaul / energy-forecasting

iterative / mlem

iterative / gto

awesome-mlops / awesome-ml-experiment-management

JakobLS / mlops-credit-risk

yassine-rd / PaperWhiz

Nerdward / Mlops_project

logicalclocks / machine-learning-api

Hydrospheredata / hydro-serving-manager

NewronAI / newron-sdk

neptune-ai / project-images-segmentation

koseemre / mlplatform

neptune-ai / project-nlp

ronylpatil / mlflow-pipeline

cs-uche / Car-Prices-Prediction

deepad-tech / hopsworks-go

hectorLop / mixver

omrylcn / mlkit

ambideXtrous9 / Logo-Recognition-App-MLOps

duketemon / python-model-registry

ericyoc / huggingface-model-metadata-blockchain-poc

iterative / example-gto-frozen

iterative / monorepo-example

neptune-ai / awesome-model-registry

neptune-ai / project-scientific-data

SayamAlt / Airline-Passenger-Satisfaction-Classification

TrilokiDA / Vertex-AI