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

3 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

1 年前

getindata / jupyter-images

Receipes of publicly-available Jupyter images

Jupyter Notebook jupyterlab mlops mlops-environment

Shell 8

15 天前

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

3 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

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

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

6 个月前

ml-starter-packs / microservice-workshop

interactive coding environment for microservices demo

mlops ml-ops Flask wsgi mlops-environment

Dockerfile 2

2 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

4 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 1

1 年前

JBris / machine-learning-r

Some examples of running R in a Docker container with machine learning and MLOps features

Docker Docker Compose Docker Image mlops mlops-environment R 统计 stats mlflow tidymodels tidyverse quarto

R 1

2 年前

coolmunzi / webapp_mlops

#计算机科学#This is a simple webapp for wine quality prediction and involves MLOPs including DVC for model and data tracking and Github actions for CI-Cd workflows. The app is deployed on Heroku.

CI/CD mlops mlops-environment DevOps 机器学习 regression Web app Heroku dvc Actions

Python 1

4 年前