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The Top 23 Python Anomaly Detection Open Source Projects

Open source projects categorized as Python Anomaly Detection
Categories > Machine Learning > Anomaly Detection
Gaussian Ad Mvtec ⭐ 79
Code underlying our publication "Modeling the Distribution of Normal Data in Pre-Trained Deep Features for Anomaly Detection" at ICPR2020
most recent commit a year ago
Practicalmachinelearning ⭐ 79
A curated collection of machine learning resources, including notebooks, code, and books, all of which are either free or open-source
most recent commit 3 months ago
Astnet ⭐ 78
This is an official implementation for "Attention-based Residual Autoencoder for Video Anomaly Detection".
most recent commit 4 months ago
Memstream ⭐ 77
MemStream: Memory-Based Streaming Anomaly Detection
most recent commit 4 months ago
Unsupervised Anomaly Detection With Generative Adversarial Networks ⭐ 74
Unsupervised Anomaly Detection with Generative Adversarial Networks on MIAS dataset
most recent commit 7 years ago
Wgan Gp Anomaly ⭐ 73
gan, wgan-gp, anomaly detection, unsupervised, pytorch
most recent commit 5 years ago
Gcn_anomalydetection ⭐ 73
Code for Deep Anomaly Detection on Attributed Networks (SDM2019)
most recent commit 3 years ago
Anomstack ⭐ 70
Anomstack - Painless open source anomaly detection for your metrics 📈📉🚀
most recent commit 4 months ago
Timeeval ⭐ 68
Evaluation Tool for Anomaly Detection Algorithms on Time Series
most recent commit 2 months ago
Video Anomaly Detection ⭐ 67
Anomaly detection in videos using deep learning.
most recent commit 3 years ago
Madi ⭐ 66
most recent commit 6 months ago
Revisiting Reverse Distillation ⭐ 66
(CVPR 2023) Revisiting Reverse Distillation for Anomaly Detection
most recent commit 4 months ago
Pytorch Cutpaste ⭐ 65
unoffical and work in progress PyTorch implementation of CutPaste
most recent commit 3 years ago
Squid ⭐ 64
[CVPR 2023] Deep Feature In-painting for Unsupervised Anomaly Detection in X-ray Images
most recent commit 5 months ago
Deviation Network ⭐ 64
Source code of the KDD19 paper "Deep anomaly detection with deviation networks", weakly/partially supervised anomaly detection, few-shot anomaly detection
most recent commit 3 years ago
Panda ⭐ 64
PANDA: Adapting Pretrained Features for Anomaly Detection and Segmentation (CVPR 2021)
most recent commit a year ago
Streamad ⭐ 63
Online anomaly detection for data streams/ Real-time anomaly detection for time series data.
dependent packages 1total releases 5most recent commit a year agopypi streamad} Downloads
Goad ⭐ 61
Official implementation of "Classification-Based Anomaly Detection for General Data" by Liron Bergman and Yedid Hoshen, ICLR 2020.
most recent commit 2 years ago
Pad ⭐ 61
[NeurlPS 2023] A Dataset and Benchmark for Pose-agnostic Anomaly Detection. Feel free to explore the brand new anomaly detection setting using our dataset🪀!
most recent commit 5 months ago
Topological Anomaly Detection ⭐ 59
Topological Anomaly Detection (TAD) per Gartley and Basener 2009
most recent commit 9 years ago
Dfr ⭐ 59
Project: Unsupervised Anomaly Segmentation via Deep Feature Reconstruction
most recent commit 2 years ago
Mist_vad ⭐ 58
Official codes for CVPR2021 paper "MIST: Multiple Instance Self-Training Framework for Video Anomaly Detection"
most recent commit 2 years ago
Dgfraud Tf2 ⭐ 57
A Deep Graph-based Toolbox for Fraud Detection in TensorFlow 2.X
most recent commit 2 years ago
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