Estimate time and space complexity of Python functions using static analysis and runtime profiling.
Project description
complexity-estimator
Estimate (not prove) Big-O time & space complexity of Python functions.
Features
- Static hints (loops, recursion)
- Runtime profiling (time + peak memory via
tracemalloc) - Model fit to {O(1), O(log n), O(n), O(n log n), O(n^2), O(n^3)}
- Decorator
@analyzeand CLIcomplexity-analyze
Quick Start
pip install complexity-estimator
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