Project Name	Stars	Packages Using This	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
Ad_examples	738		2 years ago			2	mit	Python
A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.
Rrcf	450		9 months ago			27	mit	Python
🌲 Implementation of the Robust Random Cut Forest algorithm for anomaly detection on streams
Adaptive Alerting	200		2 months ago			n,ull	apache-2.0	Java
Anomaly detection for streaming time series, featuring automated model selection.
Pysad	200	1	7 months ago	3	October 06, 2023	1	bsd-3-clause	Python
Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)
Random Cut Forest By Aws	194	4	4 months ago	16	July 24, 2023	11	apache-2.0	Java
An implementation of the Random Cut Forest data structure for sketching streaming data, with support for anomaly detection, density estimation, imputation, and more.
Flink Htm	135		7 years ago			11	agpl-3.0	Java
Distributed, streaming anomaly detection and prediction with HTM in Apache Flink
Lstm Autoencoders	134		2 years ago			6	mit	Python
Anomaly detection for streaming data using autoencoders
Mstream	98		4 months ago				apache-2.0	C++
Anomaly Detection on Time-Evolving Streams in Real-time. Detecting intrusions (DoS and DDoS attacks), frauds, fake rating anomalies.
Memstream	77		4 months ago				apache-2.0	Python
MemStream: Memory-Based Streaming Anomaly Detection
Anograph	68		4 months ago				apache-2.0	C++
Sketch-Based Anomaly Detection in Streaming Graphs

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Ad_examples ⭐ 738

A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.

most recent commit 2 years ago

Rrcf ⭐ 450

🌲 Implementation of the Robust Random Cut Forest algorithm for anomaly detection on streams

most recent commit 9 months ago

Adaptive Alerting ⭐ 200

Anomaly detection for streaming time series, featuring automated model selection.

most recent commit 2 months ago

Pysad ⭐ 200

Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)

dependent packages 1total releases 3most recent commit 7 months ago

Random Cut Forest By Aws ⭐ 194

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

dependent packages 4total releases 16most recent commit 4 months ago

Flink Htm ⭐ 135

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

most recent commit 7 years ago

Lstm Autoencoders ⭐ 134

Anomaly detection for streaming data using autoencoders

most recent commit 2 years ago

Mstream ⭐ 98

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

most recent commit 4 months ago

Memstream ⭐ 77

MemStream: Memory-Based Streaming Anomaly Detection

most recent commit 4 months ago

Anograph ⭐ 68

Sketch-Based Anomaly Detection in Streaming Graphs

most recent commit 4 months ago

Suggest An Alternative To MemStream

Alternative Project Comparisons

Memstream vs Ad_examples

Memstream vs Rrcf

Memstream vs Adaptive Alerting

Memstream vs Pysad

Memstream vs Random Cut Forest By Aws

Memstream vs Flink Htm

Memstream vs Lstm Autoencoders

Memstream vs Mstream

Memstream vs Anograph

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