outlier-detection

#数据仓库#The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

翻译 - 在数据集中查找标签错误并使用嘈杂的标签进行学习。

#计算机科学#A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques

翻译 - 用于可扩展离群值检测（异常检测）的Python工具箱

#Awesome#Anomaly detection related books, papers, videos, and toolboxes

翻译 - 与异常检测相关的书籍，论文，视频和工具箱

#Awesome#List of tools & datasets for anomaly detection on time-series data.

#计算机科学#fastdup is a powerful, free tool designed to rapidly generate valuable insights from image and video datasets. It helps enhance the quality of both images and labels, while significantly reducing data...

#计算机科学#TODS: An Automated Time-series Outlier Detection System

#计算机科学#A curated list of graph-based fraud, anomaly, and outlier detection papers & resources

#计算机科学#🔴 MiniSom is a minimalistic implementation of the Self Organizing Maps

#计算机科学#A Python Library for Graph Outlier Detection (Anomaly Detection)

Benchmarking Generalized Out-of-Distribution Detection

#计算机科学#Official Implement of "ADBench: Anomaly Detection Benchmark", NeurIPS 2022.

Out-of-distribution detection, robustness, and generalization resources. The repository contains a curated list of papers, tutorials, books, videos, articles and open-source libraries etc

#计算机科学#ELKI Data Mining Toolkit

#时序数据库#Luminaire is a python package that provides ML driven solutions for monitoring time series data.

翻译 - Luminaire是一个python软件包，提供ML驱动的解决方案来监视时间序列数据。

#计算机科学#ML powered analytics engine for outlier detection and root cause analysis.

#时序数据库#A python library for time-series smoothing and outlier detection in a vectorized way.

#计算机科学#A Deep Graph-based Toolbox for Fraud Detection

#自然语言处理#Curated list of open source tooling for data-centric AI on unstructured data.

Deep learning-based outlier/anomaly detection

The Official Repository for "Generalized OOD Detection: A Survey"