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集合主题趋势排行榜
#

outliers

Website
Wikipedia
https://static.github-zh.com/github_avatars/yzhao062?size=40
yzhao062 / pyod

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

outlier-detectionanomaly-detectionoutlier-ensemblesoutliersanomalyPython机器学习data-miningunsupervised-learningfraud-detectionautoencoderneural-networks深度学习数据科学数据分析out-of-distribution-detection
Python 9.43 k
2 个月前
https://static.github-zh.com/github_avatars/kLabUM?size=40
kLabUM / rrcf

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

outlierstreerandom-forest机器学习anomaly-detectionstreaming-dataPython
Python 515
2 年前
https://static.github-zh.com/github_avatars/vc1492a?size=40
vc1492a / PyNomaly

#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].

outlier-detectionanomaly-detection机器学习probabilityoutliersnearest-neighbors
Python 327
20 天前
https://static.github-zh.com/github_avatars/selimfirat?size=40
selimfirat / pysad

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

anomaly-detectionoutlier-detectionincremental-learningstreaming-dataanomalyPython机器学习outliersunsupervised-learningreal-timeintrusion-detectionfraud-detection
Python 275
2 个月前
https://static.github-zh.com/github_avatars/NVISOsecurity?size=40
NVISOsecurity / ee-outliers

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

outliersnetsecthreat-hunting统计security-monitoringanomaly-detectionoutlier-detectionsiem机器学习statistical-analysis
Python 209
2 年前
https://static.github-zh.com/github_avatars/aartighatkesar?size=40
aartighatkesar / Image-Mosaicing

Image Mosaicing or Panorama Creation

panoramaimage-stitchingmosaiclevenberg-marquardtoutliersoptimization
Python 67
3 年前
https://static.github-zh.com/github_avatars/fastforwardlabs?size=40
fastforwardlabs / deepad

#计算机科学#Deep Learning for Anomaly Deteection

anomaly-detection深度学习outliers
Python 59
3 年前
https://static.github-zh.com/github_avatars/c-bata?size=40
c-bata / outlier-utils

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

Pythonoutliers统计
Python 57
2 年前
https://static.github-zh.com/github_avatars/NikhilGupta1997?size=40
NikhilGupta1997 / LookOut

Beyond Outlier Detection: LookOut for Pictorial Explanation

outlier-detectionscatter-plotoutliers
Python 26
7 年前
https://static.github-zh.com/github_avatars/MAGICS-LAB?size=40
MAGICS-LAB / OutEffHop

[ICML 2024] Outlier-Efficient Hopfield Layers for Large Transformer-Based Models

attention-mechanismtransformeroutliersattentionoutlier
Python 21
4 个月前
https://static.github-zh.com/github_avatars/STAN-UAntwerp?size=40
STAN-UAntwerp / robpy

A python package for robust statistics

outliersrobust统计
Python 20
1 个月前
https://static.github-zh.com/github_avatars/MAGICS-LAB?size=40
MAGICS-LAB / GERM

[ICML 2025] Fast and Low-Cost Genomic Foundation Models via Outlier Removal.

Bioinformaticscpudnafoundation-modelsloralow-latencypeftquantizationoutliersgenomics
Python 16
3 个月前
https://static.github-zh.com/github_avatars/odb9402?size=40
odb9402 / OneClassClassifier

#计算机科学#One-class classifiers for anomaly detection (outlier detection)

anomaly-detectionoutlier-detectionautoencoder机器学习variational-autoencoderknnoutliers
Python 15
5 年前
https://static.github-zh.com/github_avatars/navdeep-G?size=40
navdeep-G / robust-random-cut-forest

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

Python机器学习random-forestoutliers
Python 7
8 个月前
https://static.github-zh.com/github_avatars/vladan-stojnic?size=40
vladan-stojnic / active-outliers

#计算机科学#This repository contains the code, data, and models from the paper Vladan Stojnić, Zakaria Laskar, Giorgos Tolias, "Training Ensembles with Inliers and Outliers for Semi-supervised Active Learning", I...

active-learning深度学习image-classificationoutliers
Python 7
2 年前
https://static.github-zh.com/github_avatars/adrianodemarino?size=40
adrianodemarino / Detect-and-remove-outliers

#算法刷题#In statistics, an outlier is an observation point that is distant from other observations. How we can filter out these values using python?

PythonpandasNumPy算法outliersoutlier-detection
Python 6
6 年前
https://static.github-zh.com/github_avatars/baranylcn?size=40
baranylcn / SolvingOutliersProblem

data-analytics数据科学outliers
Python 4
2 年前
https://static.github-zh.com/github_avatars/PyAnomaly?size=40
PyAnomaly / UNSUPERVISED-ANOMALY-DETECTION

Supervised machine learning methods for novel anomaly detection.

svmoutliers
Python 3
5 年前
https://static.github-zh.com/github_avatars/jfaccioni?size=40
jfaccioni / SCOUTS

Single Cell Outlier Selector - quickly find outliers in your single-cell data

Bioinformaticsoutlier-detectionoutliers
Python 3
2 年前