Hongzuo Xu's repositories
outlier-interpretation
(WWW'21) ATON - an Outlier Interpreation / Outlier explanation method
deep-iforest
offical implementation of TKDE paper "Deep isolation forest for anomaly detection"
scale-learning
Deep anomaly detection with scale learning
SelectVC-POP
The source code of POP to detect outliers in high-dimensional categorical data published in CIKM17.
TS-AD-Datasets
Public datasets for time series anomaly detection
Anomaly-Detection
UnSupervised and Semi-Supervise Anomaly Detection / IsolationForest / KernelPCA Detection / ADOA / etc.
A-Comparative-Study-on-Unsupervised-Anomaly-Detection-forTime-Series
A Comparative Study on Unsupervised Anomaly Detection forTime Series
ADTS
A-Comparative-Study-on-Unsupervised-Anomaly-Detection-forTime-Series
anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes
Awesome-Meta-Learning
A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.
awesome-TS-anomaly-detection
List of tools & datasets for anomaly detection on time-series data.
CCNet
CCNet: Criss-Cross Attention for Semantic Segmentation (TPAMI 2020 & ICCV 2019).
dcbrain
dcbrain
FMMS
Factorization Machines based Unsupervised Model Selection Method
HAI-dataset
HIL-based Augmented ICS (HAI) Security Dataset
matrixprofile-ts
A Python library for detecting patterns and anomalies in massive datasets using the Matrix Profile
pyod
A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
RCA
Implementation for paper: RCA: A Deep Collaborative Autoencoder Approach for Anomaly Detection
TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)