# Lecture 12 

This lecture uses Python to compute persistence for point clouds.

- **Reading:** 
- **Slides:**
  - No slides for this lecture.
- **Code:**
  - [12-RipsPersistence.ipynb](12-RipsPersistence.ipynb)
<!-- - **Additional:** -->
  <!-- - [Solution for homework problem](./Lec07-ExampleSoln.ipynb) -->
