# outlier-detection.pyqt5

**Repository Path**: hmqf/outlier-detection.pyqt5

## Basic Information

- **Project Name**: outlier-detection.pyqt5
- **Description**: A PyQt5 UI for simulation of different outlier detection algorithms on synthetized data.
- **Primary Language**: Python
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 1
- **Created**: 2023-11-29
- **Last Updated**: 2023-11-29

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# 20220901 项目：异常值检测可视化

纪要：
1. 可视化形式要多样，多种图形；
2. 后台的代码找现成的Python代码，确保有几个基于聚类的方法；
3. 前端基于pyqt；

https://github.com/yzhao062/pyod

https://pyod.readthedocs.io/en/latest/example.html

生成仿真数据

https://pyod.readthedocs.io/en/latest/pyod.utils.html#pyod.utils.data.generate_data

所有模型

https://pyod.readthedocs.io/en/latest/pyod.models.html


模型列表
```
'ABOD',
'AutoEncoder',
'CBLOF',
'HBOS',
'IForest',
'KNN',
'LOF',
'MCD',
'OCSVM',
'PCA'
```