data_provider Module

  • Reference

Default data splitter.

Classes

DataProvider

An abstract provider of dataset for doing sampling.
DiskBasedDataProvider

Data provider which uses files on disk to lazily load into memory the training set.

Initialize an instance of this class.
InMemoryDataProvider

Default data provider using in-memory representation of training data.

Initializer for in-memory-based data provider. Meant for serving column-wise or overall samples.

(X, y, SplittingConfig) sample taken from the input data over all columns. :param seed: Seed for randomization libraries.