What are the best practices for developing AI frameworks?

What are the best practices for developing AI frameworks?

Some best practices include modular design, thorough documentation, and ensuring scalability.

Can you elaborate on modular design?

Modular design allows you to break down the framework into smaller, manageable components, making it easier to maintain and update.

What about testing and validation?

Testing and validation are crucial; you should implement continuous integration and regularly evaluate model performance.

How can I ensure my framework is scalable?

To ensure scalability, design your architecture to handle increased loads and consider cloud solutions for flexibility.