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

machine-learning mlops interpretability explainability responsible-ai deep-learning machine-learning-operations ml-ops ml-operations privacy-preserving

17.62 k

6 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 machine-learning model-monitoring html-report production-machine-learning machine-learning-operations mlops data-science

Jupyter Notebook5.42 k

8 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 machine-learning deployment serving mlops aiops machine-learning-operations production-machine-learning

HTML4.39 k

4 小时前