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timeseries_transformer_classification
keras-io/timeseries_transformer_classification
timeseries_transformer_classification is a time series forecasting model from keras-io. Use it for the time series forecasting task on the model card, and read the license before you ship it in a product. It is set up for tf-keras. The card lists the license as cc0-1.0.
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At a glance
- Task
- Time Series Forecasting
- Library
- tf-keras
- License
- cc0-1.0
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Jul 9, 2024
- SHA
- 84d63382
Model card
From the Hugging Face model README
Timeseries classification with a Transformer model on the 🤗Hub!
Full credits go to Theodoros Ntakouris.
This repository contains the model from this notebook on time-series classification using the attention mechanism.
The dataset we are using here is called FordA. The data comes from the UCR archive. The dataset contains 3601 training instances and another 1320 testing instances. Each timeseries corresponds to a measurement of engine noise captured by a motor sensor. For this task, the goal is to automatically detect the presence of a specific issue with the engine. The problem is a balanced binary classification task.
- Task
- Time Series Forecasting
- Library
- tf-keras
- License
- cc0-1.0
- Created
- Mar 2, 2022
- Updated
- Jul 9, 2024