The current README is minimal and does not explain the project clearly. Update it to include:
- Project objectives and motivation (why this project exists).
- Description of the main algorithms and structures to be implemented (e.g., KDTree, BallTree, etc.).
- Explanation of the learning purpose behind the implementations.
- Basic usage instructions and examples.
This will help new contributors and users to quickly understand the scope and purpose of the project.