NumPy, Pandas, and Matplotlib accelerate math and statistical operations, and make it easy to create visualizations of data. ... A slow Python program isn’t necessarily fated to be forever slow.

Another powerful library for speeding up math operations is Numba. Write some Python code for numerical manipulation and wrap it with Numba’s JIT (just-in-time) compiler, and the resulting code ...