production-machine-learning

EthicalML / awesome-production-machine-learning

#Awesome#A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

机器学习 mlops interpretability explainability responsible-ai 深度学习 machine-learning-operations ml-ops ml-operations privacy-preserving privacy-preserving-machine-learning data-mining production-machine-learning Awesome Lists

18.6 k

15 天前

SeldonIO / seldon-core

#计算机科学#An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models

Kubernetes 机器学习部署 serving mlops aiops machine-learning-operations production-machine-learning

HTML 4.55 k

2 天前

machine-learning-apps / Issue-Label-Bot

#自然语言处理#Code For The Issue Label Bot, an App that automatically labels issues using machine learning, available on the GitHub Marketplace. This is also code for the blog article: "How to automate tasks on G...

机器学习 Kubernetes 深度学习 github-app 自然语言处理 Flask Bootstrap Tensorflow Keras BigQuery machine-learning-tutorials 数据科学 github-api-v3 production-machine-learning

SCSS 330

3 年前

MAIF / eurybia

#计算机科学#⚓ Eurybia monitors model drift over time and securizes model deployment with data validation

Python data-validation drift html-report 机器学习 data-drift model-monitoring production-machine-learning

Jupyter Notebook 210

8 个月前

evidentlyai / ml_observability_course

Free Open-source ML observability course for data scientists and ML engineers. Learn how to monitor and debug your ML models in production.

data-drift data-quality data-quality-checks llmops machine-learning-operations ml-monitoring ml-observability ml-pipelines mlops model-monitoring production-machine-learning

Jupyter Notebook 86

1 年前

katonic-dev / explainit

#计算机科学#A modern, enterprise-ready business intelligence web application

数据可视化 mlops Python 数据科学机器学习 machine-learning-operations model-monitoring pandas-dataframe production-machine-learning

Python 33

3 年前

modzy / sdk-python

#计算机科学#Python library for Modzy Machine Learning Operations (MLOps) Platform

mlops Python 部署 explainable-ai 机器学习 machine-learning-operations 微服务 model-deployment model-serving production-machine-learning serving Docker ai-security API

Python 25

2 年前

modzy / sdk-javascript

#计算机科学#The official JavaScript SDK for the Modzy Machine Learning Operations (MLOps) Platform.

JavaScript ai-security API explainable-ai Kubernetes 机器学习 machine-learning-operations 微服务 mlops model-serving production-machine-learning

TypeScript 16

3 年前

modzy / sdk-java

#计算机科学#The official Java library for the Modzy Machine Learning Operations (MLOps) Platform

ai-security API Docker explainable-ai Java Kubernetes 机器学习 machine-learning-operations 微服务 mlops production-machine-learning

Java 11

4 年前

modzy / sdk-go

The Golang library for Modzy Machine Learning Operations (MLOps) Platform

ai-security API Docker explainable-ai Go Kubernetes machine-learning-operations 微服务 mlops model-serving production-machine-learning serving

Go 4

4 年前

GrandGarcon / KaggleAwesomeKernels

Sharing my journey to be fluent in writing machine learning models for interesting datasets from competitions from kaggle , AICrowd and other ensemble of deep learning model techniques and then tryi...

production-machine-learning kaggle

Jupyter Notebook 1

4 年前

prathamsolanki / bank-marketing-production-ml

End to end machine learning models deployment to production for a bank marketing problem.

mlops production-machine-learning vertex-ai

Jupyter Notebook 0

2 年前