tsts.metrics

Functions

class tsts.metrics.build_metrics[source]

Build a list of metrics.

Parameters

cfg (CN) – Global configuration

Returns

List of metrics

Return type

List[Metric]

Classes

class tsts.metrics.MAE[source]

MAE implementation.

Example

METRICS:
  NAMES: ["MAE"]
forward(reset: bool = True) float[source]

Return averaged score.

Returns

Averaged score

Return type

float

class tsts.metrics.MAPE[source]

MAPE implementation.

Example

METRICS:
  NAMES: ["MAPE"]
forward(reset: bool = True) float[source]

Return averaged score.

Returns

Averaged score

Return type

float

class tsts.metrics.MSE[source]

MSE implementation.

Example

METRICS:
  NAMES: ["MSE"]
forward(reset: bool = True) float[source]

Return averaged score.

Returns

Averaged score

Return type

float

class tsts.metrics.RMSE[source]

RMSE implementation.

Example

METRICS:
  NAMES: ["RMSE"]
forward(reset: bool = True) float[source]

Return averaged score.

Returns

Averaged score

Return type

float