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hannes-brt / decode_cossmo_example.py
Last active April 26, 2018 11:02
Function to decode a COSSMO training example in tfrecord format
def read_single_cossmo_example(serialized_example, n_tissues=1, coord_sys='rna1'):
"""Decode a single COSSMO example
coord_sys must be one of 'rna1' or 'dna0', if 'dna0' then an extra 'strand' field
must exist in the tfrecord and is extracted.
"""
assert coord_sys in ['dna0', 'rna1']
context_features = {
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hannes-brt / dna_encode.py
Last active May 7, 2023 11:36
One-hot encoding DNA with TensorFlow
# Copyright 2019 Hannes Bretschneider
#
# Permission is hereby granted, free of charge, to any person
# obtaining a copy of this software and associated documentation
# files (the "Software"), to deal in the Software without
# restriction, including without limitation the rights to use,
# copy, modify, merge, publish, distribute, sublicense, and/or sell
# copies of the Software, and to permit persons to whom the
# Software is furnished to do so, subject to the following
# conditions: