Loading Data¶
Neural network module.
Datasets¶
data.Dataset |
Abstract dataset class. |
data.ArrayDataset(*args) |
A dataset that combines multiple dataset-like objects, e.g. |
data.RecordFileDataset(filename) |
A dataset wrapping over a RecordIO (.rec) file. |
Sampling examples¶
data.Sampler |
Base class for samplers. |
data.SequentialSampler(length[, start]) |
Samples elements from [start, start+length) sequentially. |
data.RandomSampler(length) |
Samples elements from [0, length) randomly without replacement. |
data.BatchSampler(sampler, batch_size[, …]) |
Wraps over another Sampler and return mini-batches of samples. |
Loading examples¶
data.DataLoader(dataset[, batch_size, …]) |
Loads data from a dataset and returns mini-batches of data. |