EmbeddingGemma 2: an open, lightweight multimodal embedding model
deepmind.google·6d ago
AI Engineering
Lobsters·Jul 27·5 min read
Functional programming from first principles, part 1 – motivation
TL;DR
Functional programming is a major programming paradigm distinct from imperative and declarative languages. This article series aims to demystify functional programming concepts for those familiar with imperative languages by exploring the design and purpose of functional languages through the creation of a new one.
✦ Why It Matters
Start exploring functional programming concepts to enhance your software design skills today.
Key Takeaways
- Understand the differences between functional and imperative programming.
- Explore the concept of pure functions and their benefits.
- Learn about immutability and its impact on state management.
- Consider creating or using functional programming languages for better reliability.
How It Works
Functional programming relies on mathematical functions, which are mappings between sets that satisfy totality and univalency. This allows for the composition of functions, enabling programmers to build complex behaviors from simpler, reusable functions.
By treating functions as first-class values, they can be passed around and manipulated like any other data type, promoting a high-level approach to programming.