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GitHub / uhh-lt / BlurbGenreCollection-HMC
Hierarchical multi-label text classification of the BlurbGenreCollection using capsule networks.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/uhh-lt%2FBlurbGenreCollection-HMC
Stars: 82
Forks: 10
Open Issues: 9
License: apache-2.0
Language: Python
Repo Size: 91.8 KB
Dependencies:
28
Created: over 5 years ago
Updated: 3 months ago
Last pushed: about 1 year ago
Last synced: 6 days ago
Topics: acl2019, capsule-networks, cnn, datset, hierarchy, keras, lstm, multi-label-classification, neural-networks, text-classification
Files
Dependencies
- Cython *
- GPy ==1.9.5
- GPyOpt ==1.2.5
- Keras ==2.2.5
- beautifulsoup4 ==4.6.0
- gensim ==3.8.0
- graphviz ==0.8.3
- h5py ==2.8.0
- matplotlib ==2.2.2
- numpy ==1.16.5
- pandas ==0.23.4
- paramz ==0.9.4
- pathlib ==1.0.1
- plac ==0.9.6
- plumbum ==1.6.6
- pydot ==1.2.3
- pyfasttext ==0.4.5
- regex ==2017.4.5
- scikit-learn ==0.19.1
- scipy ==1.1.0
- spacy ==2.1.8
- spyder ==2.3.8
- stop-words ==2015.2.23.1
- tensorflow ==1.7.0
- tensorflow-gpu ==1.7.0
- termcolor ==1.1.0
- treetaggerwrapper ==2.2.4
- ujson ==1.35