mlnext.data

Module for data loading and manipulation.

Functions

detemporalize	Transforms a 3 dimensional array (rows, timesteps, features) into a 2 dimensional array (new_rows, features).
load_data	Loads data from path.
load_data_3d	Loads data from path and temporalizes it with timesteps.
sample_bernoulli	Samples from a bernoulli distribution with mean.
sample_normal	Samples from a normal gaussian with mu=`mean` and sigma=`std`.
temporalize	Transforms a 2 dimensional array (rows, features) into a 3 dimensional array of shape (new_rows, timesteps, features).