lineprof
Visualizes line profiling results in R to help identify performance bottlenecks in code.
What is lineprof?
lineprof is an R package that visualizes line profiling results to help developers identify performance bottlenecks in their code. It takes raw profiling data generated by R's profiling tools and presents it in a graphical format that makes it easier to see which lines of code are consuming the most execution time.
R developers and data scientists who need to optimize their code's performance and want visual tools to analyze profiling results.
It provides a visual alternative to numerical profiling reports, making it easier to spot performance issues quickly without manually interpreting raw data tables.
Overview
Visualise line profiling results in R
Use Cases
Best For
- Visualizing R code performance profiles
- Identifying slow functions in R scripts
- Optimizing data processing pipelines in R
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