A Transformer-Based Framework for Multivariate Time Series Representation Learning

A Transformer-Based Framework for Multivariate Time Series Representation Learning

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Intro

1 of 11

1 of 11

Intro

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A Transformer-Based Framework for Multivariate Time Series Representation Learning

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  1. 1 Intro
  2. 2 I've never worked with Time Series data
  3. 3 What do data scientist think of time series analysis
  4. 4 Technical Challenges with Time Series
  5. 5 Transformers is all we need
  6. 6 TST Base Model
  7. 7 Unsupervised Pre-training
  8. 8 Supervised fine-tuning
  9. 9 Classification
  10. 10 Data Imputation/forecasting
  11. 11 How well does it work?

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