Transformers¶
DeepChem dc.trans.Transformer objects are another core
building block of DeepChem programs. Often times, machine learning
systems are very delicate. They need their inputs and outputs to fit
within a pre-specified range or follow a clean mathematical
distribution. Real data of course is wild and hard to control. What do
you do if you have a crazy dataset and need to bring its statistics to
heel? Fear not for you have Transformer objects.
Contents
Base Transformer (for develop)¶
The dc.trans.Transformer class is the abstract parent class
for all transformers. This class should never be directly initialized,
but contains a number of useful method implementations.