mednet.models.typing¶
Defines most common types used in code.
Module Attributes
Definition of a lightning checkpoint. |
|
Types of supported tasks. |
|
Types of classifiers/segmenters we support. |
- mednet.models.typing.Checkpoint¶
Definition of a lightning checkpoint.
alias of
MutableMapping
[str
,Any
]
- mednet.models.typing.TaskType¶
Types of supported tasks.
alias of
Literal
[‘classification’, ‘segmentation’]
- mednet.models.typing.TargetType¶
Types of classifiers/segmenters we support.
We distinguish target types by looking at sample target values of available databases.
binary
: single (binary) target, where negative labels are set to zero andpositives to 1.
multiclass
: multiple (binary) outputs, one-hot encoded where negative/positive are encoded as in the binary case. Each sample is assigned exactly one, and only one, label.multilabel
: multiple outputs, where each sample may have more than one label.
alias of
Literal
[‘binary’, ‘multiclass’, ‘multilabel’]