Bypass the GIL and utilize all CPU cores for compute-intensive tasks.
Tag: optimization
Tips and Tricks #199: Use functools.cache for Automatic Memoization
Cache expensive function results automatically with the built-in cache decorator.
Tips and Tricks #198: Accelerate Pandas with PyArrow Backend
Switch to PyArrow-backed DataFrames for faster operations and lower memory usage.
Tips and Tricks #197: Use Generators for Memory-Efficient Data Processing
Process large datasets without loading everything into memory using Python generators.
Tips and Tricks #172: Use Web Workers for Heavy Computations
Move CPU-intensive tasks off the main thread to keep the UI responsive.
Tips and Tricks #171: Optimize Re-renders with React.memo and useMemo
Prevent unnecessary component re-renders by memoizing components and computed values.