Code Optimization

R Code Optimization IV: Practical Tools and Workflow

The fourth and final post in the series, covering profiling with profvis, benchmarking with microbenchmark and bench, and the iterative optimization workflow that brings it all together.

R Code Optimization III: Hardware Utilization and Performance

The third post in a four-part series on code optimization, covering vectorization, parallelization, and memory management techniques to maximize computational efficiency.

R Code Optimization II: Language, Design, and Readability

The second post in a series on code optimization, exploring how programming languages, clean code principles, and how algorithm design shapes code efficiency.

R Code Optimization I: Foundations and Principles

The first post in a series focused on code optimization, establishing the foundational principles and decision framework for when to optimize code.