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Projects in Awesome Lists by yzhao062
A curated list of projects in awesome lists by yzhao062 .
https://github.com/yzhao062/pyod
A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
anomaly anomaly-detection autoencoder data-analysis data-mining data-science deep-learning fraud-detection machine-learning neural-networks novelty-detection out-of-distribution-detection outlier-detection outlier-ensembles outliers python python3 unsupervised-learning
Last synced: 16 Dec 2024
https://github.com/yzhao062/Pyod
A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
anomaly anomaly-detection autoencoder data-analysis data-mining data-science deep-learning fraud-detection machine-learning neural-networks novelty-detection out-of-distribution-detection outlier-detection outlier-ensembles outliers python python3 unsupervised-learning
Last synced: 05 Nov 2024
https://github.com/yzhao062/combo
(AAAI' 20) A Python Toolbox for Machine Learning Model Combination
aggregation data-mining data-science ensemble-learning machine-learning machine-learning-pipelines model-combination pipeline-framework python
Last synced: 21 Dec 2024
https://github.com/yzhao062/suod
(MLSys' 21) An Acceleration System for Large-scare Unsupervised Heterogeneous Outlier Detection (Anomaly Detection)
anomaly-detection data-mining distributed-systems knowledge-distillation machine-learning machine-learning-algorithms machine-learning-library outlier-detection python
Last synced: 15 Dec 2024
https://github.com/yzhao062/SUOD
(MLSys' 21) An Acceleration System for Large-scare Unsupervised Heterogeneous Outlier Detection (Anomaly Detection)
anomaly-detection data-mining distributed-systems knowledge-distillation machine-learning machine-learning-algorithms machine-learning-library outlier-detection python
Last synced: 25 Nov 2024
https://github.com/yzhao062/data-mining-conferences
Ranking, acceptance rate, deadline, and publication tips
data-mining data-science research
Last synced: 20 Dec 2024
https://github.com/yzhao062/pytod
TOD: GPU-accelerated Outlier Detection via Tensor Operations
anomaly-detection gpu-acceleration gpu-systems machine-learning outlier-detection unsupervised-learning
Last synced: 16 Dec 2024
https://github.com/yzhao062/metaod
Automating Outlier Detection via Meta-Learning (Code, API, and Contribution Instructions)
Last synced: 17 Dec 2024
https://github.com/yzhao062/wsad
A Collection of Resources for Weakly-supervised Anomaly Detection (WSAD)
Last synced: 27 Oct 2024
https://github.com/yzhao062/xgbod
Supplementary material for IJCNN paper "XGBOD: Improving Supervised Outlier Detection with Unsupervised Representation Learning"
anomaly-detection outlier-detection outlier-ensembles semi-supervised
Last synced: 12 Dec 2024
https://github.com/yzhao062/lscp
Supplementary material for SDM 19 paper "LSCP: Locally Selective Combination in Parallel Outlier Ensembles"
anomaly-detection data-mining lscp outlier-detection outlier-ensembles
Last synced: 12 Dec 2024
https://github.com/yzhao062/uoms
Resources and environment for unsupervised outlier model selection (UOMS)
Last synced: 12 Dec 2024
https://github.com/yzhao062/dcso
Supplementary material for KDD 2018 workshop "DCSO: Dynamic Combination of Detector Scores for Outlier Ensembles"
anomaly-detection outlier-detection outlier-ensembles
Last synced: 12 Dec 2024
https://github.com/yzhao062/hpod
AutoML 2024: HPOD: Hyperparameter Optimization for Unsupervised Outlier Detection
Last synced: 12 Dec 2024
https://github.com/yzhao062/outlierdetection.jl
A Julia Library for Outlier Detection (Anomaly Detection)
Last synced: 12 Dec 2024
https://github.com/yzhao062/elect
Toward Unsupervised Outlier Model Selection (ICDM 2022)
Last synced: 12 Dec 2024
https://github.com/yzhao062/pyod-dask
An embarrassingly simple extension of PyOD for scalable outlier detection
anomaly-detection dask distributed-systems outlier-detection
Last synced: 25 Nov 2024
https://github.com/yzhao062/simulation-modeling-with-machine-learning
The project demonstrate how to incorporate simulation modeling with machine learning techniques
Last synced: 12 Dec 2024
https://github.com/yzhao062/siml
SImilarity Measure Library: an extended python library for measuring similarities
Last synced: 12 Dec 2024
https://github.com/yzhao062/algs
An AutoML system for algorithm selection (model selection)
algorithm-selection auto-ml automated-machine-learning machine-learning model-selection python
Last synced: 25 Nov 2024
https://github.com/yzhao062/mlmm
A Monitoring framework to track Machine Learning Model training processes
Last synced: 12 Dec 2024
https://github.com/yzhao062/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.
Last synced: 12 Dec 2024
https://github.com/yzhao062/coding-questions
Elements in Interview C++ alternative solutions
Last synced: 12 Dec 2024
https://github.com/yzhao062/od-econometrics
Outlier Detection and Removal for Econometrics Models
econometrics outlier-detection outlier-removal python
Last synced: 12 Dec 2024