machine-learning-operations · GitHub Topics

#计算机科学#A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

翻译 - 精选的优秀开源库列表，用于部署，监视，版本化和扩展您的机器学习

机器学习 mlops interpretability explainability responsible-ai 深度学习 machine-learning-operations ml-ops ml-operations privacy-preserving

17.7 k

21 天前

evidently

@evidentlyai

#计算机科学#Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.

data-drift Jupyter Notebook pandas-dataframe 机器学习 model-monitoring html-report production-machine-learning machine-learning-operations mlops 数据科学

Jupyter Notebook5.54 k

16 小时前

seldon-core

Seldon@SeldonIO

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

翻译 - 用于将生产机器学习部署，管理和扩展到数千个模型的框架

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

HTML4.41 k

2 天前