Metrics

The module tsl.metrics exposes API to evaluate common metrics on both ndarray and Tensor objects.

Metrics packages

• Numpy metrics
  • mae()
  • nmae()
  • mape()
  • smape()
  • mse()
  • rmse()
  • nrmse()
  • nrmse_2()
  • r2()
  • mre()
  • mase_time()
  • rae()
• PyTorch metrics
  • MaskedMetric
  • MaskedMAE
  • MaskedMSE
  • MaskedMRE
  • MaskedMAPE
  • MaskedSMAPE
  • MaskedPinballLoss
  • mae()
  • nmae()
  • mape()
  • mse()
  • rmse()
  • nrmse()
  • nrmse_2()
  • r2()
  • mre()
  • multi_quantile_pinball_loss()
  • MaskedMetricWrapper
  • SelectMetricWrapper
  • convert_to_masked_metric()