Algorithms

This page is a general resource for various algorithm-related topics.

• Deep learning online book

• Statistics vs machine learning

• Animations of search path algorithms Fun-to-watch demonstrations of maze path finding

• Sorting algorithm visualization

• HDBSCAN clustering The author makes a good case for why this is a good clustering algorithm

• Choosing a random number Really nice twitter thread on the perils of choosing random numbers. It’s not intuitive.

• A visual introduction to machine learning A really nice demonstration of training a decision tree. This, and the second part on bias and variance, I think really capture the essence of machine learning.