Articles in the reference category


A Discriminative Feature Learning Approach for Deep Face Recognition
Notes from paper A Discriminative Feature Learning Approach for Deep Face Recognition by Yandong Wen, Kaipeng Zhang, Zhifeng Li, and Yu Qiao

ArcFace: Additive Angular Margin Loss for Deep Face Recognition
Notes from paper ArcFace: Additive Angular Margin Loss for Deep Face Recognition by Jiankang Deng, Jia Guo, Niannan Xue, Stefanos Zafeiriou

Essence of Linear Algebra
Notes from 3Blue1Brown's video series, Essence of Linear Algebra


Mathematics for Machine Learning
Notes from Coursera's Mathematics for Machine Learning: Linear Algebra by Imperial College London

Law of cosines (Khan Academy)
Notes from the Khan Academy video series on the Law of Cosines

Deep Learning for Coders (2020)
Notes from the Deep Learning for Coders (2020) video series by Jeremy Howard and Sylvain Gugger (fast.ai)

How to Take Smart Notes
How to Take Smart Notes provides an overview of the Zettelkasten system, popularised by prolific sociologist Niklas Luhman. The book starts with an overview of …

The Art of Game Design  A Book Of Lenses (2nd Edition) by Jesse Schell
As a person who's recently found themselves building a game, I really got a lot out of this book. It's a nice balance between theory …