yzhao062

pyod

A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

combo

(AAAI' 20) A Python Toolbox for Machine Learning Model Combination

SUOD

(MLSys' 21) An Acceleration System for Large-scare Unsupervised Heterogeneous Outlier Detection (Anomaly Detection)

data-mining-conferences

Ranking, acceptance rate, deadline, and publication tips

awesome-ensemble-learning

Ensemble learning related books, papers, videos, and toolboxes

pytod

TOD: GPU-accelerated Outlier Detection via Tensor Operations

MetaOD

Automating Outlier Detection via Meta-Learning (Code, API, and Contribution Instructions)

WSAD

A Collection of Resources for Weakly-supervised Anomaly Detection (WSAD)

XGBOD

Supplementary material for IJCNN paper "XGBOD: Improving Supervised Outlier Detection with Unsupervised Representation Learning"

LSCP

Supplementary material for SDM 19 paper "LSCP: Locally Selective Combination in Parallel Outlier Ensembles"

UOMS

Resources and environment for unsupervised outlier model selection (UOMS)

DCSO

Supplementary material for KDD 2018 workshop "DCSO: Dynamic Combination of Detector Scores for Outlier Ensembles"

mmad

multimodal anomaly detection

yzhao062

OutlierDetection.jl

A Julia Library for Outlier Detection (Anomaly Detection)

ELECT

Toward Unsupervised Outlier Model Selection (ICDM 2022)

fedod

yzhao062.github.io

scikit-learn-doc-zh

scikit-learn（sklearn） translation in Chinese （中文官方文档）

SIML

SImilarity Measure Library: an extended python library for measuring similarities

Simulation-Modeling-with-Machine-Learning

The project demonstrate how to incorporate simulation modeling with machine learning techniques

Coding-questions

Elements in Interview C++ alternative solutions

DataStructure_CPP

It is a repository to store multiple implementation of data structures and algorithms in C++ written by me in the past several years.

Financial-Models

MLMM

A Monitoring framework to track Machine Learning Model training processes

OD-Econometrics

Outlier Detection and Removal for Econometrics Models

Smartwatch_Unlock

Supplementary materials for ISWC paper "An empirical study of touch-based authentication methods on smartwatches"

.github

cmu-catalyst.github.io