├── Readme.md ├── [Basic] [Document Similarity] [Unsupervised] - TFIDF - BoW - Bag of N-Grams - Kmeans - LDA.ipynb ├── [Introduction] - Big tutorial - Text Classification.ipynb ├── [Supervised] [DL method] GRU_HAN.ipynb ├── [Unsupervised] LDA.ipynb └── pictures ├── LDA2VEC.png ├── characters_attention.gif ├── explainability.gif ├── generative_LDA.gif ├── pyldavis.png ├── tsne_lda.png ├── word_correlations.png └── word_frequency.png /Readme.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/adsieg/Multi_Text_Classification/HEAD/Readme.md -------------------------------------------------------------------------------- /[Basic] [Document Similarity] [Unsupervised] - TFIDF - BoW - Bag of N-Grams - Kmeans - LDA.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/adsieg/Multi_Text_Classification/HEAD/[Basic] [Document Similarity] [Unsupervised] - TFIDF - BoW - Bag of N-Grams - Kmeans - LDA.ipynb -------------------------------------------------------------------------------- /[Introduction] - Big tutorial - Text Classification.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/adsieg/Multi_Text_Classification/HEAD/[Introduction] - Big tutorial - Text Classification.ipynb -------------------------------------------------------------------------------- /[Supervised] [DL method] GRU_HAN.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/adsieg/Multi_Text_Classification/HEAD/[Supervised] [DL method] GRU_HAN.ipynb -------------------------------------------------------------------------------- /[Unsupervised] LDA.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/adsieg/Multi_Text_Classification/HEAD/[Unsupervised] LDA.ipynb -------------------------------------------------------------------------------- /pictures/LDA2VEC.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/adsieg/Multi_Text_Classification/HEAD/pictures/LDA2VEC.png -------------------------------------------------------------------------------- /pictures/characters_attention.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/adsieg/Multi_Text_Classification/HEAD/pictures/characters_attention.gif -------------------------------------------------------------------------------- /pictures/explainability.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/adsieg/Multi_Text_Classification/HEAD/pictures/explainability.gif -------------------------------------------------------------------------------- /pictures/generative_LDA.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/adsieg/Multi_Text_Classification/HEAD/pictures/generative_LDA.gif -------------------------------------------------------------------------------- /pictures/pyldavis.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/adsieg/Multi_Text_Classification/HEAD/pictures/pyldavis.png -------------------------------------------------------------------------------- /pictures/tsne_lda.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/adsieg/Multi_Text_Classification/HEAD/pictures/tsne_lda.png -------------------------------------------------------------------------------- /pictures/word_correlations.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/adsieg/Multi_Text_Classification/HEAD/pictures/word_correlations.png -------------------------------------------------------------------------------- /pictures/word_frequency.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/adsieg/Multi_Text_Classification/HEAD/pictures/word_frequency.png --------------------------------------------------------------------------------