The Math behind Adam Optimizer
The Math Behind the Adam OptimizerWhy is Adam the most popular optimizer in Deep Learning? Let’s understand it by diving into its math, and recreating the algorithmImage generated by DALLE-2If you’ve clicked on this article, you’ve likely heard about Adam, a name that has gained notable recognition in many winning Kaggle competitions. It’s common to experiment with a few optimizers like SGD, Adagrad, Adam, or AdamW, but truly understanding their mechanics is a different story. By the end of this post, you’ll be among the…