Yue Zhao (@yzhao062)
github

yzhao062

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Top repositories

1

pyod

A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
Python
7,613
star
2

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes
Python
7,290
star
3

combo

(AAAI' 20) A Python Toolbox for Machine Learning Model Combination
Python
616
star
4

SUOD

(MLSys' 21) An Acceleration System for Large-scare Unsupervised Heterogeneous Outlier Detection (Anomaly Detection)
Python
363
star
5

data-mining-conferences

Ranking, acceptance rate, deadline, and publication tips
Python
305
star
6

awesome-ensemble-learning

Ensemble learning related books, papers, videos, and toolboxes
Python
256
star
7

pytod

TOD: GPU-accelerated Outlier Detection via Tensor Operations
Python
149
star
8

MetaOD

Automating Outlier Detection via Meta-Learning (Code, API, and Contribution Instructions)
Python
144
star
9

WSAD

A Collection of Resources for Weakly-supervised Anomaly Detection (WSAD)
Python
134
star
10

XGBOD

Supplementary material for IJCNN paper "XGBOD: Improving Supervised Outlier Detection with Unsupervised Representation Learning"
Python
69
star
11

LSCP

Supplementary material for SDM 19 paper "LSCP: Locally Selective Combination in Parallel Outlier Ensembles"
Python
29
star
12

DCSO

Supplementary material for KDD 2018 workshop "DCSO: Dynamic Combination of Detector Scores for Outlier Ensembles"
Python
19
star
13

UOMS

Resources and environment for unsupervised outlier model selection (UOMS)
Jupyter Notebook
17
star
14

mmad

multimodal anomaly detection
Python
13
star
15

yzhao062

11
star
16

OutlierDetection.jl

A Julia Library for Outlier Detection (Anomaly Detection)
Julia
9
star
17

fedod

Python
8
star
18

pyod-dask

An embarrassingly simple extension of PyOD for scalable outlier detection
8
star
19

ELECT

Toward Unsupervised Outlier Model Selection (ICDM 2022)
Python
6
star
20

algs

An AutoML system for algorithm selection (model selection)
3
star
21

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.
C++
2
star
22

MLMM

A Monitoring framework to track Machine Learning Model training processes
2
star
23

SIML

SImilarity Measure Library: an extended python library for measuring similarities
2
star
24

Coding-questions

Elements in Interview C++ alternative solutions
C++
2
star
25

Simulation-Modeling-with-Machine-Learning

The project demonstrate how to incorporate simulation modeling with machine learning techniques
2
star
26

Financial-Models

2
star
27

OD-Econometrics

Outlier Detection and Removal for Econometrics Models
Python
1
star
28

starter-hugo-academic

1
star
29

yzhao062.github.io

HTML
1
star