[FEATURE] Update README to reflect Python requirement

[slavakurilyak]

Is your feature request related to a problem? Please describe.

Problem Description:
There is a compatibility issue arising from the project's Python environment setup. The project's dependencies, particularly numpy, require a specific range of Python versions. However, these specific requirements are not clearly stated in the project's documentation, leading to potential setup difficulties and compatibility issues for contributors.

Describe the solution you'd like

Proposed Solution:
I recommend updating the README with detailed instructions on setting up a Python environment that aligns with the project's dependencies. Specifically, the README should state the recommended Python version as ^3.10, <3.13 to ensure compatibility with numpy. The updated instructions should include:

1. A clear recommendation for the Python version: ^3.10, <3.13.
2. Detailed steps for creating and activating a virtual environment using tools like venv or pyenv.
3. Instructions to verify that the correct Python version is being used within the virtual environment.

This update will help contributors set up their development environments more efficiently and reduce the risk of compatibility issues.

Describe alternatives you've considered

Alternatives Considered:

1. Keeping the setup process as is, but this may continue to lead to inconsistencies and issues among contributors.
2. Implementing containerization with tools like Docker, although this could add complexity and may not be necessary for all contributors.

Additional context

Additional Context:

• Providing explicit environment setup instructions can significantly improve the contributor experience, especially for those who are new to the project.
• Clear documentation in the README regarding the Python version requirement will minimize setup-related confusion and streamline the initial development process.

[jmar5439]

yes