1. Introduction

Use this space to motivate the problem or idea. Explain the context briefly and mention any prerequisites (for example: basic topology, linear algebra, or familiarity with Python).

Then continue with normal paragraphs. You can mix inline mathematics written in LaTeX-like notation if you are rendering via MathJax (e.g., \\int f(x)\\,dx), or keep the post fully text-based if you prefer.

$$ \int f(x)\,dx $$

When $a \ne 0$, there are two solutions to $ax^2 + bx + c = 0$, and they are $$x = {-b \pm \sqrt{b^2-4ac} \over 2a}$$

2. Main idea

Break the post into logical sections. Use <h2> for main sections and <h3> for subsections.

2.1 Example with code

For small code snippets, use inline <code>. For longer blocks, <pre><code> works well:

Python

# Example Python snippet
import numpy as np

def toy_filtration(x):
    """Example helper for a blog post."""
    return np.sort(x)

points = np.random.randn(100, 2)
values = toy_filtration(points[:, 0])
print(values[:5])
  

You can also include figures by placing them in the assets/ folder and referencing them with an <img> tag:

Example figure for a blog post.

3. Wrap-up

Finish with a short summary of the main takeaways, possible extensions, and references to papers or software. You can add a short bibliography as a list:

  • Author A., Author B. Title of the paper. Journal, year.
  • Link to a GitHub repository or dataset.

If you notice any errors or have suggestions, feel free to send me an email.

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