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GitHub / AlexGidiotis / Document-Classifier-LSTM
A bidirectional LSTM with attention for multiclass/multilabel text classification.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AlexGidiotis%2FDocument-Classifier-LSTM
Stars: 169
Forks: 52
Open Issues: 3
License: mit
Language: Python
Repo Size: 84 KB
Dependencies:
9
Created: almost 7 years ago
Updated: about 2 months ago
Last pushed: 7 months ago
Last synced: 22 days ago
Topics: arxiv, attention-mechanism, hierarchical-attention-networks, keras, lstm, multilabel-multiclass, recurrent-neural-networks, tensorflow, text-classification
Files
Dependencies
- Keras ==2.1.4
- h5py ==2.7.1
- nltk ==3.4.5
- numpy ==1.13.3
- opencv-python ==3.3.0.10
- pandas ==0.19.1
- scikit-learn ==0.19.1
- scipy ==1.0.0
- tensorflow ==1.15.4