lightautoml.reader

Utils for reading, training and analysing data.

Readers

Reader

Abstract Reader class.

PandasToPandasReader

Pandas Reader.

Tabular Batch Generators

Batch Handler Classes

Batch

Class to wraps batch of data in different formats.

FileBatch

Batch of csv file.

BatchGenerator

Abstract - generator of batches from data.

DfBatchGenerator

Batch generator from DataFrame.

FileBatchGenerator

Generator of batches from file.

Data Read Functions

read_batch

Read data for inference by batches for simple tabular data.

read_data

Get DataFrame from different data formats.