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Sangyun Kang's Projects

imageai icon imageai

A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities

interfusion icon interfusion

KDD 2021: Multivariate Time Series Anomaly Detection and Interpretation using Hierarchical Inter-Metric and Temporal Embedding

interpret-text icon interpret-text

A library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in dashboard.

kobert icon kobert

Korean BERT pre-trained cased (KoBERT)

learning-shapelets icon learning-shapelets

A PyTorch implementation of learning shapelets from the paper Grabocka et al., „Learning Time-Series Shapelets“.

learning_ros icon learning_ros

repository to accompany "A Systematic Approach to Learning Robot Programming with ROS"

lime icon lime

Lime: Explaining the predictions of any machine learning classifier

merlion icon merlion

Merlion: A Machine Learning Framework for Time Series Intelligence

mida-pytorch icon mida-pytorch

PyTorch implementation of "MIDA: Multiple Imputation using Denoising Autoencoders"

msda icon msda

Library for multi-dimensional, multi-sensor, uni/multivariate time series data analysis, unsupervised feature selection, unsupervised deep anomaly detection, and prototype of explainable AI for anomaly detector

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