ArrayFlow(arrays, batch_size[, shuffle, …]) |
Using numpy-like arrays as data source flow. |
DataFlow |
Data flows are objects for constructing mini-batch iterators. |
DataMapper |
Base class for all data mappers. |
ExtraInfoDataFlow(array_count, data_length, …) |
Base class for DataFlow subclasses with auxiliary information about the mini-batches. |
GatherFlow(flows) |
Gathering multiple data flows into a single flow. |
IteratorFactoryFlow(factory) |
Data flow constructed from an iterator factory. |
MapperFlow(source, mapper[, array_indices]) |
Data flow which transforms the mini-batch arrays from source flow by a specified mapper function. |
SeqFlow(start, stop[, step, batch_size, …]) |
Using number sequence as data source flow. |
SlidingWindow(data_array, window_size) |
DataMapper for producing sliding windows according to indices. |
ThreadingFlow(source, prefetch) |
Data flow to prefetch from the source data flow in a background thread. |
