Text Classification Algorithms: A Survey
deep-learning
random-forest
text-classification
recurrent-neural-networks
naive-bayes-classifier
dimensionality-reduction
logistic-regression
document-classification
convolutional-neural-networks
text-processing
decision-trees
boosting-algorithms
support-vector-machines
hierarchical-attention-networks
nlp-machine-learning
conditional-random-fields
k-nearest-neighbours
deep-belief-network
rocchio-algorithm
deep-neural-network
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Updated
Jun 15, 2020 - Python
In the file data_util.py, the code is as follows:
`def batch(inputs):
batch_size = len(inputs)
document_sizes = np.array([len(doc) for doc in inputs], dtype=np.int32) # Different batch will
# have different document_sizes.
document_size = document_sizes.max() # Document with maximum sentence number.
sentenc