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anomaly-transformer

About Code release for "Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy" (ICLR 2022 Spotlight), https://openreview.net/forum?id=LzQQ89U1qm_

awesome-ts-anomaly-detection

List of tools & datasets for anomaly detection on time-series data.

hdiffpatch

itransformer

This is the official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting".

js-mynr3c

Created with StackBlitz ⚡️

my-memae-anomaly-detection

MemAE for anomaly detection. -- Gong, Dong, et al. "Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection". ICCV 2019.

my-memae-pytorch

Memory-augmented Deep Autoencoder (https://arxiv.org/abs/1904.02639) for Vector Data

my-memaugutransad

Official code for "Memory-Augmented U-Transformer for Multivariate Time Series Anomaly Detection" Code will come soon!

my-memstream

MemStream: Memory-Based Streaming Anomaly Detection

my-mnad

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

my-tarnet

Task-Aware Reconstruction for Time-Series Transformer

my-time-series-library

A Library for Advanced Deep Time Series Models.

my_mvts_transformer

Multivariate Time Series Transformer, public version

myhdiffpatch

(已弃用，新版本MiniHdiffPatch)hdiffpatch的原地升级版本，不是很完美，但能用。。。

nab

The Numenta Anomaly Benchmark

right_hand_lab