PyodA Python Toolbox for Scalable Outlier Detection (Anomaly Detection)
Stars: ✭ 5,083 (+29800%)
Mutual labels: outlier-detection, anomaly, unsupervised-learning, anomaly-detection
pytodTOD: GPU-accelerated Outlier Detection via Tensor Operations
Stars: ✭ 131 (+670.59%)
Mutual labels: outlier-detection, unsupervised-learning, anomaly-detection
DCSOSupplementary material for KDD 2018 workshop "DCSO: Dynamic Combination of Detector Scores for Outlier Ensembles"
Stars: ✭ 20 (+17.65%)
Mutual labels: outlier-detection, anomaly-detection
deviation-network-imageOfficial PyTorch implementation of the paper “Explainable Deep Few-shot Anomaly Detection with Deviation Networks”, weakly/partially supervised anomaly detection, few-shot anomaly detection, image defect detection.
Stars: ✭ 47 (+176.47%)
Mutual labels: outlier-detection, anomaly-detection
XGBODSupplementary material for IJCNN paper "XGBOD: Improving Supervised Outlier Detection with Unsupervised Representation Learning"
Stars: ✭ 59 (+247.06%)
Mutual labels: outlier-detection, anomaly-detection
outliertree(Python, R, C++) Explainable outlier/anomaly detection through decision tree conditioning
Stars: ✭ 40 (+135.29%)
Mutual labels: outlier-detection, anomaly-detection
FSSD OoD DetectionFeature Space Singularity for Out-of-Distribution Detection. (SafeAI 2021)
Stars: ✭ 66 (+288.24%)
Mutual labels: anomaly, anomaly-detection
DGFraud-TF2A Deep Graph-based Toolbox for Fraud Detection in TensorFlow 2.X
Stars: ✭ 84 (+394.12%)
Mutual labels: outlier-detection, anomaly-detection
deviation-networkSource code of the KDD19 paper "Deep anomaly detection with deviation networks", weakly/partially supervised anomaly detection, few-shot anomaly detection
Stars: ✭ 94 (+452.94%)
Mutual labels: outlier-detection, anomaly-detection
kenchiA scikit-learn compatible library for anomaly detection
Stars: ✭ 36 (+111.76%)
Mutual labels: outlier-detection, anomaly-detection
Awesome Ts Anomaly DetectionList of tools & datasets for anomaly detection on time-series data.
Stars: ✭ 2,027 (+11823.53%)
Mutual labels: outlier-detection, anomaly-detection
RemixautomlR package for automation of machine learning, forecasting, feature engineering, model evaluation, model interpretation, data generation, and recommenders.
Stars: ✭ 159 (+835.29%)
Mutual labels: unsupervised-learning, anomaly-detection
Novelty DetectionLatent space autoregression for novelty detection.
Stars: ✭ 152 (+794.12%)
Mutual labels: unsupervised-learning, anomaly-detection
f anogan pytorchCode for reproducing f-AnoGAN in Pytorch
Stars: ✭ 28 (+64.71%)
Mutual labels: outlier-detection, anomaly-detection
Isolation ForestA Spark/Scala implementation of the isolation forest unsupervised outlier detection algorithm.
Stars: ✭ 139 (+717.65%)
Mutual labels: unsupervised-learning, anomaly-detection
PysadStreaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)
Stars: ✭ 87 (+411.76%)
Mutual labels: unsupervised-learning, anomaly-detection
CCDCode for 'Constrained Contrastive Distribution Learning for Unsupervised Anomaly Detection and Localisation in Medical Images' [MICCAI 2021]
Stars: ✭ 30 (+76.47%)
Mutual labels: unsupervised-learning, anomaly-detection
anomalibAn anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.
Stars: ✭ 1,210 (+7017.65%)
Mutual labels: unsupervised-learning, anomaly-detection
prescription-outliersDDC-Outlier: Preventing medication errors using unsupervised learning
Stars: ✭ 18 (+5.88%)
Mutual labels: outlier-detection, unsupervised-learning