This repository implements the equations to calculate:

• sparsity,
• orthogonality,and
• dynamics awareness

for analysing neural network representations based on the paper: Wang, Han, et al. "Investigating the properties of neural network representations in reinforcement learning." arXiv preprint arXiv:2203.15955 (2022).