ReneEnjilian opened a new pull request, #2206:
URL: https://github.com/apache/systemds/pull/2206

   This patch implements two new optimization algorithms: 
   
   - Adam with weight decay (AdamW): https://arxiv.org/abs/1711.05101v3
   - Scaled Gradient Descent (ScaledGD): https://arxiv.org/pdf/2005.08898
   
   I did not add the shampoo optimizer because another student is working on 
that. 


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