brightmart/text_classification
all kinds of text classification models and more with deep learning
Implements 12+ deep learning architectures (TextCNN, BiLSTM, Transformer, Dynamic Memory Networks, Entity Networks) with unified interfaces for single and multi-label classification tasks. Supports casting classification as sequence generation via seq2seq models, and includes boosting ensembles that progressively focus on mislabeled examples. Built on TensorFlow with pre-processed datasets and HDF5 caching for efficient training on millions of samples.
7,950 stars. No commits in the last 6 months.
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7,950
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2,546
Language
Python
License
MIT
Last pushed
Sep 28, 2023
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