Last year I gave a talk on how to use Tensorflow to predict when we will have another sunspot,from a tutorial from DeepLearning AI:
Deeplearning-AI worksheet on fitting Sun Spot data with timeseries
| Raw data | Prediction |
|---|---|
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Going to use a green algorithm: SVD.
Green AI are a group of classical algorithms that use information about the system to predict / classify. They have the following advantages:
- Fast to train
- Fast to run
- Many cases probability is meaningful.
| SVD Prediction |
|---|
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They fail at object detection in images, but there are many other use cases.