nemo_microservices.types.score_stats_param#

Module Contents#

Classes#

API#

class nemo_microservices.types.score_stats_param.ScoreStatsParam#

Bases: typing_extensions.TypedDict

count: int#

None

The number of values used for computing the score.

max: float#

None

The maximum of all values used for computing the score.

mean: float#

None

The mean of all values used for computing the score.

min: float#

None

The minimum of all values used for computing the score.

nan_count: int#

None

The number of values that are not a number (NaN) and are excluded from the score stats calculations.

stddev: float#

None

This is the population standard deviation, not the sample standard deviation.

See https://towardsdatascience.com/variance-sample-vs-population-3ddbd29e498a for details.

stderr: float#

None

The standard error.

sum: float#

None

The sum of all values used for computing the score.

sum_squared: float#

None

The sum of the square of all values used for computing the score.

variance: float#

None

This is the population variance, not the sample variance.

See https://towardsdatascience.com/variance-sample-vs-population-3ddbd29e498a for details.