Analysis of Python code time efficiency

1. c-Profile

pip install line-profiler

2. Use line profile in jupyter notebook

%load_ext line_profiler

3. Run the code to get timing

%lprun -f function_name function_name(value)
%lprun %Time -f function_name function_name(value) #Gte time at each line
%lprun %Time -T timings.text -f function_name function_name(value) #save data in text fil