Here I explore the intricacies of the optimisation algorithms used in machine learning and deep learning through visualisations and simulation.
Download the IPYNB and run it to find the interactive plots and play with the parameters to understand the algorithms in a better way.
For installation of ipywidgets refer to this link: https://ipywidgets.readthedocs.io/en/latest/user_install.html