elki-project/elki

ELKI Data Mining Toolkit

Language: Java - Size: 55.4 MB - Last synced at: 1 day ago - Pushed at: 10 days ago - Stars: 824 - Forks: 326

hoya012/awesome-anomaly-detection

A curated list of awesome anomaly detection resources

Size: 2.3 MB - Last synced at: 3 days ago - Pushed at: about 3 years ago - Stars: 2,841 - Forks: 512

qingsongedu/Awesome-TimeSeries-SpatioTemporal-LM-LLM

A professional list on Large (Language) Models and Foundation Models (LLM, LM, FM) for Time Series, Spatiotemporal, and Event Data.

Size: 40 KB - Last synced at: 11 days ago - Pushed at: 10 months ago - Stars: 1,157 - Forks: 87

jacksu/machine-learning

从零基础开始机器学习之旅

Language: Jupyter Notebook - Size: 263 KB - Last synced at: 3 days ago - Pushed at: almost 7 years ago - Stars: 248 - Forks: 87

qingsongedu/awesome-AI-for-time-series-papers

A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.

Size: 923 KB - Last synced at: 11 days ago - Pushed at: over 1 year ago - Stars: 1,534 - Forks: 149

aws/random-cut-forest-by-aws

An implementation of the Random Cut Forest data structure for sketching streaming data, with support for anomaly detection, density estimation, imputation, and more.

Language: Java - Size: 3.2 MB - Last synced at: 12 days ago - Pushed at: about 2 months ago - Stars: 229 - Forks: 35

hoxo-m/densratio_py

Python Package for Density Ratio Estimation

Language: Python - Size: 427 KB - Last synced at: 1 day ago - Pushed at: about 2 years ago - Stars: 132 - Forks: 29

qingsongedu/time-series-transformers-review

A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.

Size: 306 KB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 2,870 - Forks: 266

aqibsaeed/Anomaly-Detection

Anomaly detection algorithm implementation in Python

Language: Jupyter Notebook - Size: 152 KB - Last synced at: 4 days ago - Pushed at: over 5 years ago - Stars: 129 - Forks: 132

FreeAnalyticsPR/AnomalyDetection

学習データから逸脱した観測値やパターンを検出する仕組み

Language: Jupyter Notebook - Size: 461 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

Marcnuth/AnomalyDetection

Twitter's Anomaly Detection in Pure Python

Language: Python - Size: 396 KB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 319 - Forks: 78

vladaderina/MAD-demo

A system for finding anomalies in metrics of the control plane component

Language: Jupyter Notebook - Size: 16.4 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

MentatInnovations/datastream.io

An open-source framework for real-time anomaly detection using Python, ElasticSearch and Kibana

Language: Python - Size: 2.47 MB - Last synced at: 28 days ago - Pushed at: over 5 years ago - Stars: 912 - Forks: 168

gamzeakkurt/BTK-Datathon-2025

Predicting e-commerce session value using behavioral data and ML (CatBoost & AutoGluon) for revenue insights and anomaly detection.

Language: Jupyter Notebook - Size: 6.36 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

GizzZmo/CoreTex

CORTEX ANOMALITY DETECTOR empowers organizations to proactively identify threats and anomalies in real time, ensuring trust and safety at the highest standard. The project focused on identifying irregularities within datasets or systems. Built primarily with HTML.

Language: HTML - Size: 278 KB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 1 - Forks: 0

boniolp/MSAD

[VLDB 2023] Model Selection for Anomaly Detection in Time Series

Language: Jupyter Notebook - Size: 67.3 MB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 38 - Forks: 7

hoxo-m/densratio

R Package for Density Ratio Estimation

Language: R - Size: 714 KB - Last synced at: 12 days ago - Pushed at: about 2 years ago - Stars: 21 - Forks: 8

abc-125/segad

Segmentation-based Anomaly Detector (SegAD)

Language: Python - Size: 34.2 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 57 - Forks: 7

cybersecurity-dev/awesome-time-series-anomaly-detection-scientific-research

Awesome Time Series Anomaly Detection Scientific Research

Size: 77.1 KB - Last synced at: 7 days ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

jMotif/SAX

Java implementation of SAX, HOT-SAX, and EMMA

Language: Java - Size: 7.74 MB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 83 - Forks: 24

GrammarViz2/grammarviz2_src

GrammarViz 2.0 public release:

Language: Java - Size: 25.2 MB - Last synced at: about 2 months ago - Pushed at: almost 4 years ago - Stars: 126 - Forks: 39

abc-125/viad-benchmark

Benchmark for Visual Industrial Anomaly Detection

Language: Jupyter Notebook - Size: 893 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 6 - Forks: 0

monheritier/OracleSQL-Forecasting-Outlier-Detection-Model

PL/SQL pipeline for detecting outliers and forecasting time series data using Oracle's DBMS_DATA_MINING package (SVM regression). Includes data preparation, model training, prediction, and metric evaluation (MAE, RMSE, MAPE, R²).

Size: 29.3 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

faridcher/ml-course

Starter code of Prof. Andrew Ng's machine learning MOOC in R statistical language

Language: R - Size: 36.4 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 174 - Forks: 148

vt-le/astnet

This is an official implementation for "Attention-based Residual Autoencoder for Video Anomaly Detection".

Language: Python - Size: 44.1 MB - Last synced at: 2 months ago - Pushed at: 10 months ago - Stars: 123 - Forks: 17

Koustav2908/anomaly-detection

A look into anomaly detection in network traffic data to detect unusual patterns or anomalies using unsupervised learning techniques like Isolation Forest and Autoencoders.

Language: Jupyter Notebook - Size: 46.7 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

AgnostiqHQ/Quantum-Variational-Rewinding 📦

Covalent demonstration of the QVR algorithm using a cryptocurrency time series use case

Language: Jupyter Notebook - Size: 15.9 MB - Last synced at: about 2 months ago - Pushed at: about 2 years ago - Stars: 21 - Forks: 3

Goutam1511/Real-Time-Anomaly-Detection-Using-Machine-Learning-

This project aims to compare different models and benchmark a model that would be suitable to detect anomalies in streaming data in real time and will be adaptative to concept drift.

Language: Python - Size: 3.1 MB - Last synced at: 7 days ago - Pushed at: about 6 years ago - Stars: 8 - Forks: 3

singhmnprt01/Machine-Learning-Deep-Learning

ML and DL projects to solve business problems

Language: Jupyter Notebook - Size: 1.65 MB - Last synced at: about 2 months ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 0

kausik-24/VisionSecureframwork-VSF-

The VisionSecureFramework (VSF) is a state-of-the-art IoT camera framework for anomaly-based lossless compression, utilizing Detectron2 for real-time image analysis. It detects anomalies and compresses images using the Deflate algorithm, ideal for security and quality control. Key features include advanced logging, model configuration and visualize

Language: Jupyter Notebook - Size: 49.8 KB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

cvjena/libmaxdiv

Implementation of the Maximally Divergent Intervals algorithm for Anomaly Detection in multivariate spatio-temporal time-series.

Language: C++ - Size: 42.2 MB - Last synced at: about 2 months ago - Pushed at: over 4 years ago - Stars: 63 - Forks: 13

linkedin/luminol

Anomaly Detection and Correlation library

Language: Python - Size: 209 KB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 1,214 - Forks: 218

kahramankostas/IoTGeM

IoT Attack Detection with machine learning

Language: Jupyter Notebook - Size: 79.1 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 27 - Forks: 6

kentaroy47/AnomalyDetection.pytorch

Startup some anomaly detection with pytorch!

Language: Python - Size: 8.28 MB - Last synced at: 4 months ago - Pushed at: about 6 years ago - Stars: 10 - Forks: 0

algorithm-tools/ad4j

Java implemented anomaly detection library.

Language: Java - Size: 153 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 23 - Forks: 7

cybersecurity-dev/PCAP2TimeSeries-Extractor

PCAP to Time Series Extractor

Language: Python - Size: 554 KB - Last synced at: 17 days ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

edoardottt/offensive-onos

My experiments in weaponizing ONOS applications (https://github.com/opennetworkinglab/onos)

Language: Java - Size: 2.07 MB - Last synced at: 5 months ago - Pushed at: 12 months ago - Stars: 17 - Forks: 1

koalaverse/anomalyDetection

An R package for implementing augmented network log anomaly detection procedures

Language: R - Size: 3.66 MB - Last synced at: 8 days ago - Pushed at: about 6 years ago - Stars: 22 - Forks: 6

chenryn/aiops-handbook

Collection of slides, repositories, papers about AIOps

Size: 278 KB - Last synced at: 7 months ago - Pushed at: 9 months ago - Stars: 1,364 - Forks: 283

Minqi824/ADGym

Official Implement of "ADGym: Design Choices for Deep Anomaly Detection", NeurIPS 2023

Language: Python - Size: 153 MB - Last synced at: 7 months ago - Pushed at: about 2 years ago - Stars: 29 - Forks: 6

rajshah4/outliers_shiny

2D Outlier Analysis using Shiny

Language: R - Size: 6.84 KB - Last synced at: 7 months ago - Pushed at: about 3 years ago - Stars: 48 - Forks: 28

thacyano15/Mining

The process of creating new blocks

Size: 1.95 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

CSQianDong/AnomalyDetection

异常检测

Language: Python - Size: 2.86 MB - Last synced at: 8 months ago - Pushed at: about 2 years ago - Stars: 21 - Forks: 4

EnsiyeTahaei/DeepAnT-Time-Series-Anomaly-Detection

An implementation of the DeepAnT model, a deep learning approach for unsupervised anomaly detection in time series data, using Python.

Language: Python - Size: 820 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 2 - Forks: 1

ChronixDB/chronix.server 📦

The Chronix Server implementation that is based on Apache Solr.

Language: Java - Size: 2.23 MB - Last synced at: 6 months ago - Pushed at: almost 6 years ago - Stars: 265 - Forks: 27

Projects-Developer/Credit-Card-Fraud-Detection-Projects

A machine learning-based project aimed at detecting and preventing credit card fraud in real-time. Credit Card Fraud Detection Project Includes Source Code, PPT, Synopsis, Report, Documents, Base Research Paper & Video tutorials

Size: 7.81 KB - Last synced at: 27 days ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

takuti/datadog-anomaly-detector

:dog: Anomaly detection system for Datadog multiple metrics

Language: Python - Size: 332 KB - Last synced at: 7 months ago - Pushed at: almost 9 years ago - Stars: 22 - Forks: 5

Md-Emon-Hasan/ML-Project-Intrusion-Detection-Systems-Anomaly-Detection-with-ML-DL

🔒 Leverages Machine Learning and Deep Learning models to identify malicious activities in network traffic, enhancing cybersecurity.

Language: Jupyter Notebook - Size: 5.01 MB - Last synced at: 7 months ago - Pushed at: 11 months ago - Stars: 2 - Forks: 1

JAdelhelm/AutoAD

AutoAD - A framework for the rapid detection of anomalies in (big) datasets

Language: Jupyter Notebook - Size: 2.42 MB - Last synced at: 7 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 1

qingsongedu/Talks-Keynotes-slides

My invited Keynote/Talk at Conferences, Universities, Companies, etc.

Size: 81.2 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 9 - Forks: 0

rupeshs/anomalydetection

Anomaly Detection Using Anomalib and OpenVINO – Step by Step by Guide

Language: Python - Size: 98.6 KB - Last synced at: 12 days ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0

mrtkp9993/AnomalyDetectionShiny

Shiny app for anomaly detection using AnomalyDetection package.

Language: R - Size: 1.18 MB - Last synced at: 6 months ago - Pushed at: over 6 years ago - Stars: 11 - Forks: 4

CraftedWithIntent/InsightfulAI

InsightfulAI offers flexible, ready-made ML templates to accelerate your machine learning projects. Unlock machine learning with customizable templates for tasks like classification, NLP, and anomaly detection.

Size: 9.77 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

sheoyon-jhin/PAD

Precursor-of-Anomaly Detection

Language: Python - Size: 120 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 2

kahramankostas/IPF

why Individual Packet Features (IPF) should not be used for intrusion detection

Language: Jupyter Notebook - Size: 118 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

JulienAu/Anomaly_Detection_Tuto

Anomaly detection tutorial on univariate time series with an auto-encoder

Language: Jupyter Notebook - Size: 100 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 188 - Forks: 29

arman-aminian/network-anomaly-detection

Rahnema Final Project - Network anomaly detection

Language: Jupyter Notebook - Size: 5.53 MB - Last synced at: 6 months ago - Pushed at: over 4 years ago - Stars: 11 - Forks: 0

longtuge-w/Anomaly-Detection

Language: Jupyter Notebook - Size: 587 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

LMissher/TFMAE

[ICDE'2024] Temporal-Frequency Masked Autoencoders for Time Series Anomaly Detection

Language: Python - Size: 192 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 0

tygrosman/MachineLearning

ML projects using a variety of different methods for solving classification problems

Size: 195 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

alessandrobessi/seasonal_esd

Seasonal ESD is an anomaly detection algorithm implemented at Twitter: https://arxiv.org/pdf/1704.07706.pdf

Language: Jupyter Notebook - Size: 104 KB - Last synced at: 7 months ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

albertoscala/anomaly-detection

This repository is showcasing our Anomaly Detection System, developed as our final project in the software engineering course, utilizing basic statistical techniques like mean, variance, and covariance to detects anomalies

Language: C++ - Size: 22 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

vt-le/MoGuP

MoGuP: This repo is the official implementation of "MoGuP: Motion-guided Prediction for Video Anomaly Detection".

Size: 3.91 KB - Last synced at: 7 months ago - Pushed at: almost 2 years ago - Stars: 12 - Forks: 0

plinde/ml-anomaly-injector

Generate a dataset containing a simple anomaly and load into ElasticSearch ML

Language: Python - Size: 508 KB - Last synced at: over 1 year ago - Pushed at: over 8 years ago - Stars: 2 - Forks: 0

TheAnomalieZ/product-taz

Anomaly detection in Java applications using data analytics

Language: Python - Size: 13.7 MB - Last synced at: about 1 year ago - Pushed at: over 8 years ago - Stars: 6 - Forks: 1

binli826/LSTM-Autoencoders

Anomaly detection for streaming data using autoencoders

Language: Python - Size: 46.4 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 182 - Forks: 46

mijanr/PredEngine

Predictive modeling techniques for data-driven decision-making

Language: Jupyter Notebook - Size: 10.3 MB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

lcostantini/anomaly-detection

Anomaly Detection using ELK (Elasticsearch, Logstash and Kibana)

Language: Ruby - Size: 17.6 KB - Last synced at: over 1 year ago - Pushed at: over 9 years ago - Stars: 6 - Forks: 4

FelixFuStudy/AICore 📦

AI核心库

Language: Python - Size: 1.23 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 2

ciari/gps-firewall

GNSS anomaly detection based GPS Firewall

Size: 14.6 KB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 1

sharmi1206/featal-ecg-anomaly-detection

Fetus Anomaly detection using Variational Auto Encoder

Language: Python - Size: 10.8 MB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 3 - Forks: 0

SofiaKirsanova/Log_Analysis

Log analysis project aimed at finding and predicting anomalies in logs

Language: Jupyter Notebook - Size: 5.08 MB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 2

SYED-M-HUSSAIN/Vision-Pipeline-Research-Project

This paper proposes an automated video summarization method for prompt detection of suspicious events, utilizing a multi-stage Pipeline technique and OpenCV. The ConvLSTM and LRCN models classify frames into 14 subclasses, distinguishing between normal and anomalous events.

Language: Jupyter Notebook - Size: 132 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

Jingtao-Li-CVer/ASD

This is an official implementation for "Anomaly Segmentation for High-Resolution Remote Sensing Images Based on Pixel Descriptors“

Language: Python - Size: 2.54 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 117 - Forks: 0

Sahandfer/AIOps

This is our repo for the final project of the Advanced Network Management course at Tsinghua University

Language: Jupyter Notebook - Size: 56.6 MB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 18 - Forks: 9

UW-CIA/Extensive_Evaluations

Experiments evaluating 10+ ml models in anomaly detection cases for continuous and implicit authentication using the HMOG data set.

Language: Jupyter Notebook - Size: 204 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 1

nyakasko/AnomalyDetection

In this assignment I have to build a reconstruction loss based anomaly detection model using tf.keras. I have to train an autoencoder to reconstruct Homer Simpson images, then use the trained model to classify Simpson and Flower images.

Language: Jupyter Notebook - Size: 283 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 1

ahmed-nady/Real-Time-Abnormal-Event-Detection-in-Crowded-Scenes

This project is based on STACOG descriptor to detect anomalous event in real-time

Language: Matlab - Size: 13.1 MB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 15 - Forks: 5

ralfoan/Detection-of-high-density-anomalies

Algorithms for the R environment that are able to detect high-density anomalies. Such anomalies are deviant cases positioned in the most normal regions of the data space.

Language: R - Size: 3.47 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

GiacomoBenvenuti/Banking_Fraud_Detection

In this demo, I develop an anomaly detection pipeline using real world data (supervised learning)

Language: Jupyter Notebook - Size: 4.28 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1

LeeDoYup/AnoGAN-tf

Unofficial Tensorflow Implementation of AnoGAN (Anomaly GAN)

Language: Python - Size: 723 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 264 - Forks: 96

LeapMind/MLF-SC

Anomaly detection method that incorporates multi-scale features to sparse coding

Language: Python - Size: 114 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 44 - Forks: 9

KubaBury/MasterThesis

Preparations for my master's thesis

Language: TeX - Size: 4.99 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

KubaBury/hybridVAE.jl

scripts with a few methods for dealing with set data

Language: Julia - Size: 1.89 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

slrbl/malicious-urls-detection-with-autoencoder-neural-networks

Detecting malicious URLs using an autoencoder neural network

Language: Python - Size: 38.6 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 37 - Forks: 13

huzaifa-57/Anomaly-Detection-using-Unsupervised-Machine-Learning

This project is developed to detect anomalies on the recorded data. It is deployed using Flask

Language: Python - Size: 1.71 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1

omerfarukozturk/AnomalyDetection

Anomaly Detection: Nelson Rules for Control Chart - Python implementation

Language: Python - Size: 33.2 KB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 7 - Forks: 3

nusenu/tor-network-observations

Size: 29.1 MB - Last synced at: 8 months ago - Pushed at: about 5 years ago - Stars: 8 - Forks: 3

milad-ahmadi/GAID

Tensorflow implementation of GAID

Language: Python - Size: 3.17 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 11 - Forks: 3

nico-ru/so-process-simulation

A supplementary project for the thesis "Profile-based Anomaly Detection in Service Oriented Business Processes", for the simulation of a webshop microservice system.

Language: Jupyter Notebook - Size: 326 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

kahramankostas/Anomaly-Detection-in-Networks-Using-Machine-Learning

A thesis submitted for the degree of Master of Science in Computer Networks and Security

Language: Jupyter Notebook - Size: 5.84 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 98 - Forks: 44

munhouiani/GEE

Pytorch implementation of GEE: A Gradient-based Explainable Variational Autoencoder for Network Anomaly Detection

Language: Jupyter Notebook - Size: 1010 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 18 - Forks: 11

vzhomeexperiments/detect-anomaly

Repository for Udemy Course: Identify problems with Artificial Intelligence

Language: R - Size: 258 MB - Last synced at: 5 months ago - Pushed at: about 5 years ago - Stars: 5 - Forks: 16

jpmoura/AnomalyDetection

Data Mining application that uses the Anomaly Detection algorithm

Language: Java - Size: 133 KB - Last synced at: over 2 years ago - Pushed at: about 10 years ago - Stars: 1 - Forks: 0

vafaei-ar/drama

Main component extraction for outlier detection

Language: Jupyter Notebook - Size: 22.7 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 17 - Forks: 4

kaiyoo/ML-Anomaly-Detection

Detection of network traffic anomalies using unsupervised machine learning

Language: Jupyter Notebook - Size: 2.06 MB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 9 - Forks: 3

cattystats/Anomaly_Detection

anomaly detection with anomalize and Google Trends data

Language: R - Size: 6.64 MB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 41 - Forks: 15

hrbrmstr/AnomalyDetection Fork of twitter/AnomalyDetection

⏰ Anomaly Detection with R (separately maintained fork of Twitter's AnomalyDetection 📦)

Language: R - Size: 1.42 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 91 - Forks: 9

sergiovirahonda/AnomalyDetection

This repository is part of an article about how to forecast and detect anomalies on time-series data. The main objective is to train a RNN regressor on the Bitcoin dataset to predict future values on then detect anomalies in the whole data window - that last step achieved by implementing a RNN Autoencoder. You'll see some other models in the notebooks that I've provided to you in case they are of your interest and this RNN regressor + RNN Autoencoder doesn't perform well for your purpose in any other scenario. The dataset used is available at https://www.kaggle.com/mczielinski/bitcoin-historical-data and contains BITCOIN/USD 1-minute candle data, from 2012-01-01 to 2020-12-31. I hope you can get advantage of this approach!

Language: Jupyter Notebook - Size: 17.5 MB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 9 - Forks: 7

tisljaricleo/stm-tensor-convolution

[work-in-progress] Convolutional neural network for anomaly detection on large road networks

Language: Python - Size: 108 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0