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pycorrector

pycorrector is a toolkit for text error correction. 文本纠错，实现了Kenlm，T5，MacBERT，ChatGLM3，Qwen2.5等模型应用在纠错场景，开箱即用。

tidecv

A General Toolbox for Identifying Object Detection Errors

py-splat

detect runtime errors and auto-create PRs

traval

:chart_with_upwards_trend: Tools for applying automatic error detection schemes to timeseries

density-forest

Density Forest library for confidence estimation and novelty detection

gwdatalens

Dashboard for groundwater time series validation.

buildlog-parser

buildlog-parser extracts structured log data, categorizing status, errors, warnings, timestamps for easy CI analysis.