anomaly

There are 6 repositories under anomaly topic.

yzhao062 / pyod
A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
outlier-detection anomaly-detection outlier-ensembles outliers anomaly python machine-learning data-mining unsupervised-learning python3 fraud-detection autoencoder neural-networks deep-learning data-science data-analysis novelty-detection out-of-distribution-detection
Language:Python 7938
hoya012 / awesome-anomaly-detection
A curated list of awesome anomaly detection resources
anomaly anomaly-detection anomalydetection awesome awesome-anomaly-detection awesomeanomalydetection deep-learning machine-learning machinelearning
2645
SeldonIO / alibi-detect
Algorithms for outlier, adversarial and drift detection
anomaly outlier concept-drift detection unsupervised-learning semi-supervised-learning adversarial data-drift drift-detection time-series images tabular-data text
Language:Python 2083
sentinl / sentinl
Kibana Alert & Report App for Elasticsearch
alert elasticsearch kibana reporting alerting scheduler kibi watchdog kibana-dashboard visualization watcher elk anomaly timeseries kaae pdf anomaly-detection plugin elastic alarm
Language:JavaScript 1331
MentatInnovations / datastream.io
An open-source framework for real-time anomaly detection using Python, ElasticSearch and Kibana
anomaly kibana elasticsearch data-stream python dashboard jupyter bokeh-dashboard dataset iot anomaly-detection anomalydiscovery anomalydetection alerts dsio timeseries data-science datascience machinelearning sklearn
Language:Python 887
hendrycks / outlier-exposure
Deep Anomaly Detection with Outlier Exposure (ICLR 2019)
anomaly anomaly-detection calibration deep-learning ml-safety out-of-distribution-detection pytorch
Language:Python 531
earthgecko / skyline
Anomaly detection
anomaly detection anomaly-detection python timeseries timeseries-analysis graphite influxdb prometheus telegraf victoriametrics
Language:Python 510
business-science / anomalize
Tidy anomaly detection
detect-anomalies decomposition iqr time-series anomaly-detection anomaly r-package
Language:R 337
gudovskiy / cflow-ad
Official PyTorch code for WACV 2022 paper "CFLOW-AD: Real-Time Unsupervised Anomaly Detection with Localization via Conditional Normalizing Flows"
unsupervised anomaly detection mvtec-ad mvtec normalizing-flows
Language:Python 222
selimfirat / pysad
Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)
anomaly-detection outlier-detection incremental-learning streaming-data anomaly python machine-learning outliers unsupervised-learning real-time intrusion-detection fraud-detection
Language:Python 219
cuebook / CueObserve
Timeseries Anomaly detection and Root Cause Analysis on data in SQL data warehouses and databases
sql anomaly anomaly-detection bigquery redshift snowflake datawarehouse timeseries-analysis timeseries-forecasting prophet-facebook root-cause-analysis
Language:Python 207
ExpediaGroup / adaptive-alerting
Anomaly detection for streaming time series, featuring automated model selection.
anomaly-detection anomaly outlier-detection outlier monitoring time-series streaming
Language:Java 200
JulienAu / Anomaly_Detection_Tuto
Anomaly detection tutorial on univariate time series with an auto-encoder
auto-encoder tutorial deeplearning anomaly detection time-series anomalydetection
Language:Jupyter Notebook 182
ufocoder / javascript.anomaly
Examples of not obvious behaviors for javascript beginner programmers
javascript anomaly closure logic math
136
pyoats
georgian-io / pyoats
Quick and Easy Time Series Outlier Detection
anomaly anomaly-detection data-science deep-learning machine-learning time-series timeseries
Language:Python 95
fjchange / object_centric_VAD
An Tensorflow Re-Implement of CVPR 2019 "Object-centric Auto-Encoders and Dummy Anomalies for Abnormal Event Detection in Video"
vad cvpr2019 anomaly
Language:Python 94
megvii-research / FSSD_OoD_Detection
Feature Space Singularity for Out-of-Distribution Detection. (SafeAI 2021)
ood-detection anomaly-detection ai-safety out-of-distribution-detection anomaly
Language:Python 80
kokikwbt / predictive-maintenance
Datasets for Predictive Maintenance
ai-engineering industry-4 machine-learning predictive-maintenance remaining-useful-life anomaly condition-based-maintenance survival-analysis anomaly-detection time-series time-series-analysis forecasting automation phm prognosis-and-health-management run-to-failure-models run-to-failure event-to-event time-to-event degradation
Language:Jupyter Notebook 77
OpsPAI / MTAD
MTAD: Tools and Benchmark for Multivariate Time Series Anomaly Detection
anomaly-detection multivariate-timeseries timeseries anomaly benchmark toolkit
Language:Python 69
zamanzadeh / ts-anomaly-benchmark
Time-Series Anomaly Detection Comprehensive Benchmark
anomaly-detection dataset machine-learning time-series multivariate-timeseries timeseries-analysis univariate-timeseries anomaly timeseries-data
66
logdata-anomaly-miner
ait-aecid / logdata-anomaly-miner
This tool parses log data and allows to define analysis pipelines for anomaly detection. It was designed to run the analysis with limited resources and lowest possible permissions to make it suitable for production server use.
logging anomaly linux security logdata python detection ids anomaly-detection cybersecurity hids intrusion-detection log-analysis
Language:Python 63
NeelBhowmik / xray
List of datasets and papers in X-ray security images (Computer vision/Machine Learning)
computer-vision x-ray-images machine-learning artificial-intelligence papers datasets x-ray computed-tomography object-detection classification tip cnn ct deep-learning gan segmentation anomaly-detection threat-image-projection anomaly
62
KDD-OpenSource / agots
Anomaly Generator on Time Series
anomaly data generator time-series
Language:Python 49
rajshah4 / outliers_shiny
2D Outlier Analysis using Shiny
outliers-shiny outliers anomalydetection anomaly shiny 2d-outlier-analysis
Language:R 45
kaist-dmlab / NETS
NETS:Extremely Fast Outlier Detection from a Data Stream via Set-Based Processing
outlier anomaly stream outlier-detection anomaly-detection vldb
Language:Java 37
spawaskar-cora / cora-docs
CoRA Docs
anomaly anthropology articulations bones commingled-human-remains cora data-analytics data-science data-visualization dna forensics haplogroups human-remains isotopes missing-persons osteology pair-matching pathology specimens trauma
Language:HTML 36
kaist-dmlab / STARE
Ultrafast Local Outlier Detection from a Data Stream with Stationary Region Skipping
outlier anomaly stream outlier-detection anomaly-detection kdd
Language:Java 34
kennethleungty / Anomaly-Detection-Pipeline-Kedro
Anomaly Detection Pipeline with Isolation Forest model and Kedro framework
kedro anomaly-detection financial financial-data credit-card credit-card-fraud fraud fraud-detection mlops machine-learning machine-learning-pipeline data-science-pipeline pipelines anomaly quantumblack data-science ml
Language:Python 19
SimonWesterlindVPD / AnomalyDetectionOnRisk
Thesis project about Unsupervised anomaly detection on the streaming time-series data of porfolio risk measures and returns.
anomaly detection lstm htm ewma garch finance risk
Language:Python 19
KentaItakura / Crack-detection-using-one-class-SVM
This demo shows how to detect the crack images using one-class SVM using MATLAB.
classification image-classification machine-learning deep-learning matlab one-class-svm svm anomaly
Language:MATLAB 17
vafaei-ar / drama
Main component extraction for outlier detection
anomaly anomaly-detection anomalydetection drama outlier-detection unsupervised-learning
Language:Jupyter Notebook 17
remmarp / PaDiM-TF
[TF 2.x] PaDiM - unofficial tensorflow implementation of the paper 'a Patch Distribution Modeling Framework for Anomaly Detection and Localization'.
anomaly anomaly-detection anomaly-localization defect-detection
Language:Python 16
sgsuh / oc-nn-pytorch
pytorch oc-nn anomaly
Language:Python 14
xray-forge / stalker-xrf-engine
Enabling power of typescript and pre-processing for XRay-16 engine.
engine modding stalker typescript lua game mods template xray-engine ts mod pripyat xray anomaly cop opensource
Language:TypeScript 14
YeongHyeon / RIAD-PyTorch
PyTorch implementation of "Reconstruction by inpainting for visual anomaly detection (RIAD)"
anomaly anomaly-detection inpainting mnist mnist-dataset multi-resolution multi-scale reconstruction
Language:Python 14
lnutimura / ml_classifiers
A Snort 3 Machine Learning-based Inspector for Bidirectional Network Flow Classification.
snort3 machine learning inspector bi-directional flow classification anomaly detection
Language:C++ 13

anomaly

yzhao062 / pyod

hoya012 / awesome-anomaly-detection

SeldonIO / alibi-detect

sentinl / sentinl

MentatInnovations / datastream.io

hendrycks / outlier-exposure

earthgecko / skyline

business-science / anomalize

gudovskiy / cflow-ad

selimfirat / pysad

cuebook / CueObserve

ExpediaGroup / adaptive-alerting

JulienAu / Anomaly_Detection_Tuto

ufocoder / javascript.anomaly

georgian-io / pyoats

fjchange / object_centric_VAD

megvii-research / FSSD_OoD_Detection

kokikwbt / predictive-maintenance

OpsPAI / MTAD

zamanzadeh / ts-anomaly-benchmark

ait-aecid / logdata-anomaly-miner

NeelBhowmik / xray

KDD-OpenSource / agots

rajshah4 / outliers_shiny

kaist-dmlab / NETS

spawaskar-cora / cora-docs

kaist-dmlab / STARE

kennethleungty / Anomaly-Detection-Pipeline-Kedro

SimonWesterlindVPD / AnomalyDetectionOnRisk

KentaItakura / Crack-detection-using-one-class-SVM

vafaei-ar / drama

remmarp / PaDiM-TF

sgsuh / oc-nn-pytorch

xray-forge / stalker-xrf-engine

YeongHyeon / RIAD-PyTorch

lnutimura / ml_classifiers