Replace dictionary-based function definitions to proper functions in functions.py

Currently some functions in functions.py are defined by a dictionary. It programmatically defines the functions to the module; however, it makes some IDEs such as PyCharm don't detect.

Also, it makes hard to add proper examples into the docstrings.