Source code for paperswithcode.models.evaluation.metric

from typing import Optional, List

from tea_client.models import TeaClientModel

from paperswithcode.models.page import Page


[docs]class Metric(TeaClientModel): """Metric object. Metric used for evaluation. Attributes: id (str): Metric id. name (str): Metric name. description (str): Metric description. is_loss (bool): Is this a loss metric. """ id: str name: str description: str is_loss: bool
[docs]class Metrics(Page): """Object representing a paginated page of metrics. Attributes: count (int): Number of elements matching the query. next_page (int, optional): Number of the next page. previous_page (int, optional): Number of the previous page. results (List[Metric]): List of metrics on this page. """ results: List[Metric]
[docs]class MetricCreateRequest(TeaClientModel): """Metric object. Metric used for evaluation. Attributes: name (str): Metric name. description (str): Metric description. is_loss (bool): Is this a loss metric. """ name: str description: str is_loss: bool
[docs]class MetricUpdateRequest(TeaClientModel): """Metric object. Metric used for evaluation. Attributes: name (str, optional): Metric name. description (str, optional): Metric description. is_loss (bool, optional): Is this a loss metric. """ name: Optional[str] = None description: Optional[str] = None is_loss: Optional[bool] = None