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AI/Abnormal Detection

[Transformer] Time Series Classification model based on Transformer

by jinny-log 2024. 12. 17.

* https://youtu.be/1ggV-0Y0rkE?si=Q-tCs_q2Xf4VIktU

 

 

 

* https://youtu.be/D8BXliGyUSM?si=PbqzIkmE8jlwhXwc

 


* https://www.linkedin.com/pulse/time-series-classification-model-based-transformer-gokmen

 

Time Series Classification model based on Transformer

Recent studies show that transformer models numerous contribution on several tasks such as classification, forecasting and segmentation. This article is based on definitions in the paper 'Attention is all you need'.

www.linkedin.com

 

 

* github code : https://github.com/mselmangokmen/TimeSeriesProject

 

GitHub - mselmangokmen/TimeSeriesProject: This repository is created for experiments on time series classification.

This repository is created for experiments on time series classification. - GitHub - mselmangokmen/TimeSeriesProject: This repository is created for experiments on time series classification.

github.com

 

* https://keras.io/examples/timeseries/timeseries_classification_transformer/

 

Keras documentation: Timeseries classification with a Transformer model

► Code examples / Timeseries / Timeseries classification with a Transformer model Timeseries classification with a Transformer model Author: Theodoros Ntakouris Date created: 2021/06/25 Last modified: 2021/08/05 Description: This notebook demonstrates ho

keras.io