I have created a partition for a class, but when I tried to set up a dynamic partition for the class, the Dynamic Partition option isn't available. 

Dynamic partitions can only be configured for the leaf partition class. This means there cannot be any other static partitions configured at the children class level. In other words, if any of the child classes have a partition, the parent partition cannot be configured for dynamic partitions.