An abstract class for all transforms

Shouldn't there be a base class for all transforms like `torch.utils.data.Dataset`? 

It can be:

```python
class Transform(object):
    def __init__():
        pass

    def __call__():
        raise NotImplementedError
```

This makes transforms transparent and easy to refer in other functions like `Compose`. 