ejboettcher / gemcityml-svd Goto Github PK

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

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

They fail at object detection in images, but there are many other use cases.

https://sthalles.github.io/svd-for-regression/