academia_tag_recommender
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2021-03-16
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academia_tag_recommender-main.zip （81个子文件） 
academia_tag_recommender-main models 
.gitignore 71B .coveragerc 607B docs conf.py 9KB changelog.rst 43B license.rst 67B authors.rst 41B Makefile 7KB index.rst 2KB _static .gitignore 18B AUTHORS.rst 81B data raw Votes.xml 134B Posts.xml 134B Comments.xml 134B PostHistory.xml 134B PostLinks.xml 132B Tags.xml 130B .gitignore 70B Users.xml 133B Badges.xml 133B preprocessed .gitignore 71B interim .gitignore 71B .gitignore 162B external .gitignore 70B stopwordlist 5KB tests conftest.py 245B .isort.cfg 292B src academia_tag_recommender vectorizer_computation.py 4KB embedded_data.py 6KB recommender.py 3KB tokenizer.py 3KB prints.py 3KB test_train_data.py 4KB definitions.py 196B documents.py 1KB stopwords.py 543B classifier.py 3KB evaluator.py 3KB preprocessing_definition.py 2KB __init__.py 363B classwise_classifier.py 4KB classifier_computation.py 3KB experiments experimental_classifier.py 2KB transformer.py 7KB data.py 2KB data.py 878B preprocessor.py 658B recommender_1.py 3KB references .gitignore 0B setup.cfg 3KB configs .gitignore 0B
requirements.txt 2KB setup.py 588B .gitignore 520B CHANGELOG.rst 128B environment.yaml 588B README.md 3KB scripts train_model.py 1KB notebooks 4.1.0-me-classification-bow.ipynb 725KB 4.1.1-me-classification-count.ipynb 565KB 5.0-me-performance-comparison.ipynb 509KB 4.5.2-me-classwise-undersampling.ipynb 645KB 2.1-me-bag-of-words.ipynb 114KB 4.5.4-me-classwise-multiple.ipynb 740KB me-embedding.ipynb 461KB 1.0-me-initial-data-exploration.ipynb 1.45MB 3.0-me-evaluation-metrics.ipynb 6KB 4.2-me-classification-word2vec.ipynb 658KB 2.0-me-document-representation.ipynb 4KB 2.2-me-embedding.ipynb 30KB 4.5.3-me-classwise-undersampling-gridsearch.ipynb 547KB 4.4-me-classification-fasttext.ipynb 715KB 4.5.0-me-classwise.ipynb 695KB 4.5.1-me-classwise-gridsearch.ipynb 639KB 4.3-me-classification-doc2vec.ipynb 672KB 2.3-me-dimensionality-reduction.ipynb 463KB 6.0-me-recommender.ipynb 104KB 4.0-me-classification.ipynb 6KB .gitattributes 42B LICENSE.txt 1KB reports figures .gitignore 0B .pre-commit-config.yaml 563B资源评论
