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An official implementation of "Learning Memory-guided Normality for Anomaly Detection" (CVPR 2020) in PyTorch.

Portdog ⭐ 142

Awesome Paper List ⭐ 140

A curated list of repositories in which many NLP/CV/ML papers and related area resources are collected.

Anomalydetectiontransformations ⭐ 137

A simple and effective method for single-class classification of images

Anomaly Seg ⭐ 136

The Combined Anomalous Object Segmentation (CAOS) Benchmark

Repo 2019 ⭐ 135

BERT, AWS RDS, AWS Forecast, EMR Spark Cluster, Hive, Serverless, Google Assistant + Raspberry Pi, Infrared, Google Cloud Platform Natural Language, Anomaly detection, Tensorflow, Mathematics

Flink Htm ⭐ 135

Distributed, streaming anomaly detection and prediction with HTM in Apache Flink

Lstm Autoencoders ⭐ 134

Anomaly detection for streaming data using autoencoders

Sherlock ⭐ 133

Sherlock is an anomaly detection service built on top of Druid

腾讯事务处理技术验证系统（Tencent Transaction Processing Testbed System）

Vae Lstm For Anomaly Detection ⭐ 128

We propose a VAE-LSTM model as an unsupervised learning approach for anomaly detection in time series.

Anogan Keras ⭐ 127

Unsupervised anomaly detection with generative model, keras implementation

Data Science Portfolio ⭐ 125

A Portfolio of my Data Science Projects

Kitnet Py ⭐ 124

KitNET is a lightweight online anomaly detection algorithm, which uses an ensemble of autoencoders.

Unsupervised_anomaly_detection_brain_mri ⭐ 123

Autoencoders for Unsupervised Anomaly Segmentation in Brain MR Images: A Comparative Study

Phd Thesis ⭐ 120

My Ph.D. thesis on Outlier Selection and One-Class Classification

Crucible ⭐ 120

Anomaly detection training suite

Humanbehaviorbku ⭐ 116

Abnormal Human Behaviors Detection/ Road Accident Detection From Surveillance Videos/ Real-World Anomaly Detection in Surveillance Videos/ C3D Feature Extraction

Anomaliesinoptions ⭐ 113

In this notebook we will explore a machine learning approach to find anomalies in stock options pricing.

Anomalies ⭐ 113

Javascript.anomaly ⭐ 113

Examples of not obvious behaviors for javascript beginner programmers

Interesting Papers ⭐ 112

Interesting papers I'd like to implement (or at least have implementations of)

Business Analytics Ime654 ⭐ 106

Course homepage for "Business Analytics (IME654)" @Korea University

Seasonal Esd Anomaly Detection ⭐ 104

Anomaly detection algorithm implemented at Twitter

Basic Anomaly IDS capabilities with Python and Bro

Anomaly Detection ⭐ 102

A simple demonstration of sub-sequence sampling as used for anomaly detection with EKG signals

Fog Google ⭐ 101

Fog for Google Cloud Platform

Anomaly Detection ⭐ 100

Anomaly detection algorithm implementation in Python

Anomaly Mod Hosting ⭐ 99

Holds all public Files and Links used for the Anomaly mod

Anomaly Detection ⭐ 99

UnSupervised and Semi-Supervise Anomaly Detection / IsolationForest / KernelPCA Detection / ADOA / etc.

Anomaly detection framework @ PayPal

Anomaly Detection on Time-Evolving Streams in Real-time. Detecting intrusions (DoS and DDoS attacks), frauds, fake rating anomalies.

F Anogan ⭐ 98

Code for reproducing f-AnoGAN training and anomaly scoring

Easy-to-use anomaly detection for Ruby

Anomagram ⭐ 96

Interactive Visualization to Build, Train and Test an Autoencoder with Tensorflow.js

Skeleton_based_anomaly_detection ⭐ 95

Code for the CVPR'19 paper "Learning Regularity in Skeleton Trajectories for Anomaly Detection in Videos"

Unsupervised Deep Learning Framework For Anomaly Detection In Time Series ⭐ 94

Unsupervised deep learning framework with online(MLP: prediction-based, 1 D Conv and VAE: reconstruction-based, Wavenet: prediction-based) settings for anaomaly detection in time series data

Firstorder ⭐ 94

A traffic analyzer to evade Empire's communication from Anomaly-Based IDS

Pyanomaly ⭐ 92

Useful Toolbox for Anomaly Detection

Ctv Anomalydetection ⭐ 91

CRAN Task View: Anomaly Detection with R 🛒🛒🛒🛒🛒🛒🛒🛒🛒🛒🛒🛒🛒🛍️🛒🛒

Cyber Security ⭐ 89

Machine Learning for Network Intrusion Detection & Misc Cyber Security Utilities

Anomalydetector ⭐ 88

Samples for the Anomaly Detection API documentation:

Repository for the One class neural networks paper

Telemetry ⭐ 88

Open-source datasets for anyone interested in working with network anomaly based machine learning, data science and research

Deep Learning For Anomaly Detection A Survey ⭐ 87

This paper is continuously updated with deep anomaly detection methods and their applications

F Anogan ⭐ 86

Implementation of f-AnoGAN with PyTorch

Object_centric_vad ⭐ 85

An Tensorflow Re-Implement of CVPR 2019 "Object-centric Auto-Encoders and Dummy Anomalies for Abnormal Event Detection in Video"

Quick and Easy Time Series Outlier Detection

Twitch Troll Detection ⭐ 83

Unsupervised machine learning methods to detect and classify anomalies in streaming data. We apply this to the viral event, TwitchPlaysPokemon, and attempt to identify trolls in a live IRC chat.

Student Teacher Anomaly Detection ⭐ 83

Student–Teacher Anomaly Detection with Discriminative Latent Embeddings

Anomalydetecttool ⭐ 83

A tool of detecting anomaly points from data

Bowshock ⭐ 81

all-in-one wrapper for NASA API's

Astronomaly ⭐ 80

A flexible framework for anomaly detection in astronomy.

Gaussian Ad Mvtec ⭐ 79

Code underlying our publication "Modeling the Distribution of Normal Data in Pre-Trained Deep Features for Anomaly Detection" at ICPR2020

Adversarially Learned Anomaly Detection ⭐ 79

ALAD (Proceedings of IEEE ICDM 2018) official code

Keras Oneclassanomalydetection ⭐ 79

[5 FPS - 150 FPS] Learning Deep Features for One-Class Classification (AnomalyDetection). Corresponds RaspberryPi3. Convert to Tensorflow, ONNX, Caffe, PyTorch. Implementation by Python + OpenVINO/Tensorflow Lite.

Ace_azure_ml ⭐ 78

This repository contains training material related to Azure and Machine Learning

Trend Api ⭐ 78

Anomaly detection and forecasting API

Cloze Test Helps: Effective Video Anomaly Detection via Learning to Complete Video Events. Oral paper in ACM Multimedia 2020.

Anomaly Detection ⭐ 75

A machine learning plugin in Open Distro for real time anomaly detection on streaming data.

Machinelearning ⭐ 74

POC IDS anomaly detection engine built with iPython notebook, matplotlib, pandas, numpy, scikit-learn, d3.js, hyperloglog implementation, PYCON 2013 Intro and Advanced Machine Learning Tutorial Notebooks

Out Of Distribution Detection ⭐ 74

The Ultimate Reference for Out of Distribution Detection with Deep Neural Networks

Unsupervised Anomaly Detection With Generative Adversarial Networks ⭐ 74

Unsupervised Anomaly Detection with Generative Adversarial Networks on MIAS dataset

Detection of Accounting Anomalies using Deep Autoencoder Neural Networks - A lab we prepared for NVIDIA's GPU Technology Conference 2018 that will walk you through the detection of accounting anomalies using deep autoencoder neural networks. The majority of the lab content is based on Jupyter Notebook, Python and PyTorch.

Wgan Gp Anomaly ⭐ 73

gan, wgan-gp, anomaly detection, unsupervised, pytorch

Gcn_anomalydetection ⭐ 73

Code for Deep Anomaly Detection on Attributed Networks (SDM2019)

Anomatools ⭐ 71

Toolbox for anomaly detection.

Mapdetection ⭐ 71

Detect manualmapped images remotely, without hassle

Anomaly Reactionrl ⭐ 69

Using RL for anomaly detection in NSL-KDD

Df Ml Anomaly Detection ⭐ 69

Streaming Anomaly Detection Solution by using Pub/Sub, Dataflow, BQML & Cloud DLP

Tad Iros2019 ⭐ 68

Code of the Unsupervised Traffic Accident Detection paper in Pytorch.

Rapidminer Anomalydetection ⭐ 67

RapidMiner Extension for Anomaly Detection

Backdoor ⭐ 66

Code implementation of the paper "Neural Cleanse: Identifying and Mitigating Backdoor Attacks in Neural Networks", at IEEE Security and Privacy 2019.

xray: The R Package to have X Ray vision on your datasets

Driver Anomaly Detection ⭐ 64

PyTorch Implementation of "Driver Anomaly Detection: A Dataset and Contrastive Learning Approach", codes and pretrained models.

Secacademic ⭐ 64

记录我的安全学术学习

Deviation Network ⭐ 64

Source code of the KDD19 paper "Deep anomaly detection with deviation networks", weakly/partially supervised anomaly detection, few-shot anomaly detection

Cloudtrail Anomaly ⭐ 63

Streamad ⭐ 63

Online anomaly detection for data streams/ Real-time anomaly detection for time series data.

Anomalydetectiontoolbox ⭐ 63

A collection of algorithms for anomaly detection

Machine Learning Netflow ⭐ 62

Ipython notebook that illustrates effectiveness of machine learning algorithms in anomaly detection of netflow data (inbound/outbound DDoS, etc...)

Workload Collocation Agent ⭐ 62

DEPRECATED: Orchestration-aware Workload Collocation Agent - a daemon that can help you collocate your workloads.

Official implementation of "Classification-Based Anomaly Detection for General Data" by Liron Bergman and Yedid Hoshen, ICLR 2020.

Homemade Machine Learning Cn ⭐ 60

自制机器学习

Unsupervised_anomaly_detection ⭐ 60

A Notebook where I implement differents anomaly detection algorithms on a simple exemple. The goal was just to understand how the different algorithms works and their differents caracteristics.

Project: Unsupervised Anomaly Segmentation via Deep Feature Reconstruction

Topological Anomaly Detection ⭐ 59

Topological Anomaly Detection (TAD) per Gartley and Basener 2009

stray {Search and TRace AnomalY}. Full paper is available from https://arxiv.org/pdf/1908.04000.pdf 🐶🐶🐶🐶🐱 🐶 🐶🐶🐶🐶

Real-world Anomaly Detection in Surveillance Videos CVPR2018 UCF-Crime dataset

Anomaly Detection ⭐ 57

Anomaly Detection model uses Spark for training and Spark Streaming for testing

anomaly detection with GAN

Predictive Maintenance ⭐ 56

Datasets for Predictive Maintenance

Mahalanobisad Pytorch ⭐ 56

PyTorch implementation of "Modeling the Distribution of Normal Data in Pre-Trained Deep Features for Anomaly Detection"

Anomaly Detection ⭐ 56

A Detector ⭐ 56

⭐ An anomaly-based intrusion detection system.

Jmotif R ⭐ 56

SAX, HOT-SAX, VSM, SAX-VSM, RePair and RRA in R (Rcpp)

Rwbclimate ⭐ 56

R interface for the World Bank climate data

Srnn_tsc_anomaly_detection ⭐ 54

Time series based anomaly detector

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