Discover @shubhomoydas Open Source projects

Shubhomoy Das (@shubhomoydas)

shubhomoydas

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ad_examples

A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.

pyaad

Implementation of Active Anomaly Discovery (AAD) in Python

aad

Implementation of Active Anomaly Discovery (AAD) in R

topic_models

Some experiments with topic models, ranking, Plackett-Luce

ranking_PL

Ranking with mixture of Plackett-Luce distributions