mlops-environment · GitHub Topics

#计算机科学#Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases with DVC and CML using Github Actions and IBM Watson. Part of the ...

mlops dvc ibm-cloud cml 机器学习 watson CI/CD mlops-environment

Jupyter Notebook 48

4 年前

mlops-guide / mlops-template

#计算机科学#🍪 Cookiecutter template for MLOps Project. Based on: https://mlops-guide.github.io/

mlops cookiecutter-template dvc 机器学习 ibm-watson-services mlops-environment

Python 26

4 年前

ashishpatel26 / MLOps-Engineering-in-Action

#计算机科学#Reference code base for ML Engineering in Action, Manning Publications Author: Ben Wilson

深度学习 kubeflow 机器学习 mlflow mlops mlops-environment production PyTorch Tensorflow

Jupyter Notebook 20

2 年前

Jamil226 / SP25-AI

#计算机科学#Spring 25 - Artificial Intelligence

人工智能数据分析数据科学数据可视化 datastructures datastructures-algorithms DevOps generative-ai Git GitOps 机器学习 mlops mlops-environment neural-networks Python webscraping

Jupyter Notebook 18

2 个月前

getindata / jupyter-images

Receipes of publicly-available Jupyter images

Jupyter Notebook jupyterlab mlops mlops-environment

Shell 8

6 个月前

datadrivers / effective-guide-mlops

#计算机科学#Example end-to-end ml pipeline build with the Sagemaker Python SDK

机器学习数据科学 mlops mlops-environment Amazon Web Services aws-sagemaker aws-apigateway 深度学习 scikit-learn scikitlearn-machine-learning Python

Jupyter Notebook 4

4 年前

saadhaxxan / AWS-Lambda-Model-Deployment

aws-lambda Serverless Tensorflow tensorflow-lite mlops-environment model-deployment aws-s3 aws-apigateway

Python 4

3 年前

1minds3t / omnipkg

One environment. Infinite packages. Zero conflicts.

依赖管理 devops-tools Docker environment environment-manager knowledge-graph machinelearning-python mlops-environment npm Package manager pdm pip runtime uv

Python 3

1 个月前

Vedant-S / MLOps-Contiguous-Accuracy-Attainer

Project Includes python script (which runs in an MLOps environment) with the task of auto training Models until a desired accuracy is achieved.

mlops-environment 持续集成 Hacktoberfest

Python 3

5 年前

easonlai / ADB_AML_MLOps_Sample

#计算机科学#

机器学习 scikit-learn mlops databricks Azure Python flask-api flask-restful Flask Docker DevOps mlops-environment

Jupyter Notebook 2

5 年前

AjNavneet / Gaussian-TimeSeries-MLOps-AWS-Deployment

#时序数据库#Gaussian Time Series model and MLOps pipeline using the AWS to deploy the model in a production environment.

gaussian-processes mlops-environment time-series

Jupyter Notebook 2

2 年前

nsgowebjavaprog / GitHub-Action-With-CICD-Pipeline---MLOps

GitHub Actions is a continuous integration and continuous delivery [CI/CD] platform that allows you to automate your build, test, and deployment pipeline. You can create workflows that build and test ...

CI/CD mlops mlops-environment more Python testing-tool

Python 2

5 个月前

kaushikrohit004 / MLOps-AWS-S3

This repository demonstrates how to set up automated model training workflows triggered by AWS S3 using Kestra. When new customer interaction data is added to S3, the system retrains recommendation mo...

aws-s3 mlops-environment

Python 2

1 年前