The log/exp functions are already there. In the menu try:

math/pow/ln -- for log with base e
math/pow/pow,2/log10 -- for log10()
math/pow/e^x -- for exp()

The other functions can easily be implemented as Calc programs (command mode/prog/new).

Please refer to the documentation on the website for details.