Use proper data structure. Use of proper data structure has a significant effect on runtime. … Decrease the use of for loop. … Use list comprehension. … Use multiple assignments. … Do not use global variables. … Use library function. … Concatenate strings with join. … Use generators.
How do you accelerate code in Python?
- Proper algorithm & data structure. Each data structure has a significant effect on runtime. …
- Using built-in functions and libraries. …
- Use multiple assignments. …
- Prefer list comprehension over loops. …
- Proper import. …
- String Concatenation.
How can I speed up my code?
- Profile. You can’t know how to make your code faster until you know how it is slow. …
- Elimination. The fastest code is the code that never runs. …
- Avoidance. Some code only needs to be run some of the time. …
- Cacheing. …
- Pre-processing. …
- Vectorization. …
- Algorithms and Data Types. …
- Acceleration.
