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