Most Useful Sites and tools (All Online)

These are primarily bookmarks I have in my browser. I thought they could be helpful to others, so I have compiled them here. For Researchers Connected Papers This is an excellent tool for researchers, especially when searching for review articles. Enter the paper title, and you’ll be able to see a beautiful graph of connected papers, as the name suggests! Research Rabbit I have always wanted a tool to find related papers to the ones I am already reading. This one does that. So, you don’t need to search for the state of the art papers using different keywords now and then. ...

September 17, 2021 · 4 min · 717 words · Amir

Bayesian Linear Regression Full Derivation

Introduction Many articles like this in the towardsdatascience tell us how to use Bayesian Linear Regression and why. I am not going to repeat that. I want to derive the formulas from scratch entirely. I also understand that comprehending this stuff is slightly challenging if you don’t have a strong mathematics background. Note: All of my notation is from Bishop’s book. The main difference between Bayesian and Non-Bayesian regression is that Bayesian regression assumes that weights are Random variables. ...

March 20, 2021 · 5 min · 957 words · Amir