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STUMPY: A Powerful and Scalable Python Library for Time Series
STUMPY is a powerful and scalable Python library for computing a Matrix Profile, which can be used for a variety of time series data mining tasks.
time-series anomaly-detection pattern-matching matrix-profile
Intro to Autoencoders
This tutorial introduces autoencoders with three examples: the basics, image denoising, and anomaly detection.
autoencoders anomaly-detection time-series denoising
Anomaly Detection Toolkit (ADTK)
A Python toolkit for rule-based/unsupervised anomaly detection in time series
anomaly-detection time-series unsupervised-learning library
Generative Adversarial Networks for Outlier Detection
PyTorch implementation of a GAN architecture for the problem of outlier detection.
generative-adversarial-networks outlier-detection pytorch anomaly-detection
Anomaly Detection for Dummies
Unsupervised anomaly detection for univariate & multivariate data.
anomaly-detection outlier-detection unsupervised-learning univariate
Awesome Fraud Detection
A curated list of data mining papers about fraud detection.
fraud-detection deep-learning community-detection classification
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