Activation function, Optimizer
Activation functions
Optimizers
Source: https://ruder.io/optimizing-gradient-descent/, https://johnchenresearch.github.io/demon/, https://towardsdatascience.com/10-gradient-descent-optimisation-algorithms-86989510b5e9
Adadelta
Adamax
Nadam
AMSGrad
Source: Deniz Yuret's Homepage: Alec Radford's animations for optimization algorithms
By Amrutha
Course Content Developer for Deep Learning course by Professor Mitesh Khapra. Offered by IIT Madras Online degree - Programming and Data Science.