nnmnkwii.preprocessing.inv_scale

nnmnkwii.preprocessing.inv_scale(x, data_mean, data_std)

Inverse tranform of mean/variance scaling.

Given mean and variances, apply mean-variance denormalization to data.

Parameters

• x (array) – Input data

• data_mean (array) – Means for each feature dimention.

• data_std (array) – Standard deviation for each feature dimention.

Returns

Denormalized data.

Return type

array

See also

nnmnkwii.preprocessing.scale()