one_hot_generator: One-hot encoding fit generator

Description Usage Arguments Value Author(s) See Also

Description

Streaming generator to one-hot encode samples during training or predicting.

Usage

1
one_hot_generator(X_data, Y_data, batch_size, zeros_len, max_len)

Arguments

X_data

Character strings composed of nucleotides A, C, G, T.

Y_data

Vector of labels.

batch_size

Integer value denoting batch size.

zeros_len

Integer value denoting number of zeros to pad vector with. Commonly the convolutional filter length - 1.

max_len

Maximum sequence length. Calculated per batch if NULL.

Value

Zero-padded array of one-hot encodings.

Author(s)

Matthew Ploenzke, ploenzke@g.harvard.edu

See Also

one_hot_vector


mPloenzke/learnMotifs documentation built on May 27, 2019, 11:55 a.m.