* 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
'AI > Abnormal Detection' 카테고리의 다른 글
[transformer] PatchTST (0) | 2025.02.17 |
---|---|
[keras] multivariate time series - CNN Conv2D- LSTM (1) | 2024.12.12 |
Time Series Clustering - K-Means + Dynamic Time Warping (비지도 기반 시계열 데이터 군집 시각화) (1) | 2024.12.04 |
Anomaly Detection in Time Series - LSTM+AE, LSTM+CNN (0) | 2024.12.02 |
LSTM-AE (AutoEncoder) for Anomaly Detectioin 비지도 학습 (0) | 2024.11.27 |