outliers

#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

#计算机科学#ELKI Data Mining Toolkit

#计算机科学#🌲 Implementation of the Robust Random Cut Forest algorithm for anomaly detection on streams

🔗 Methods for Correlation Analysis

#计算机科学#Anomaly detection using LoOP: Local Outlier Probabilities, a local density based outlier detection method providing an outlier score in the range of [0,1].

pca: A Python Package for Principal Component Analysis.

#计算机科学#Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)

#计算机科学#Open-source framework to detect outliers in Elasticsearch events

Image Mosaicing or Panorama Creation

#计算机科学#Deep Learning for Anomaly Deteection

RADseq Data Exploration, Manipulation and Visualization using R

Utility library for detecting and removing outliers from normally distributed datasets using the Smirnov-Grubbs test.

2D Outlier Analysis using Shiny

Mean Absolute Error Does Not Treat Examples Equally and Gradient Magnitude’s Variance Matters

Beyond Outlier Detection: LookOut for Pictorial Explanation

#时序数据库#Imputation of Financial Time Series with Missing Values and/or Outliers

An implementation of Isolation forest

A MATLAB function for robust non-linear least squares

#计算机科学#Genie: A Fast and Robust Hierarchical Clustering Algorithm (this R package has now been superseded by genieclust)

Mean and Covariance Matrix Estimation under Heavy Tails