cleanlab

name	cleanlab
description	自动化置信学习 - 自动发现并修正跨模态数据集中的标注错误
category	quality
emoji	🎯
github_url	https://github.com/cleanlab/cleanlab
triggers	["标注错误","置信学习","异常检测","cleanlab","数据清洗"]
inputs	["json","csv","numpy"]
outputs	["json","csv"]
use_cases	["标注错误检测","异常值发现"]

Cleanlab

自动化置信学习框架。

安装

pip install cleanlab

使用

from cleanlab import Datalab
lab = Datalab(data, label_name="label")
lab.find_issues()