├── Personalized_Medicine_PartIII_ML_TfidfVectorizer_v3.ipynb ├── Personalized_Medicine_PartII_ML_CountVectorizer_v3.ipynb ├── Personalized_Medicine_PartIV_ML_LSA.ipynb ├── Personalized_Medicine_PartIX_DL2.ipynb ├── Personalized_Medicine_PartI_EDA.ipynb ├── Personalized_Medicine_PartVIII_DL.ipynb ├── Personalized_Medicine_PartVII_Doc2Vec_v3.ipynb ├── Personalized_Medicine_PartVI_ML_Word2Vec_v3.ipynb ├── Personalized_Medicine_PartV_ML_LSA2.ipynb ├── Personalized_Medicine_PartX_BioBERT.ipynb ├── README.md └── images ├── BioBERT_barplot.png ├── BioBERT_confusion_matrix.png ├── CountVectorizer_barplot.png ├── CountVectorizer_confusion_matrix.png ├── DP2_barplot.png ├── DP2_confusion_matrix.png ├── DP_barplot.png ├── DP_confusion_matrix.png ├── Doc2Vec_barplot.png ├── Doc2Vec_confusion_matrix.png ├── LSA2_barplot.png ├── LSA2_confusion_matrix.png ├── LSA_barplot.png ├── LSA_confusion_matrix.png ├── README.md ├── TfidfVectorizer_barplot.png ├── TfidfVectorizer_confusion_matrix.png ├── Word2Vec_barplot.png ├── Word2Vec_confusion_matrix.png ├── Word2Vec_tsne.png ├── Word2Vec_tsne2.png ├── WordCloud_perclass.png ├── class_description.png ├── gene_perclass.png ├── keywords_perclass.png ├── word_sentence_length_distplot.png └── word_sentence_length_violinplot.png /Personalized_Medicine_PartIII_ML_TfidfVectorizer_v3.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xiey1/Personalized_Medicine_NLP/HEAD/Personalized_Medicine_PartIII_ML_TfidfVectorizer_v3.ipynb -------------------------------------------------------------------------------- /Personalized_Medicine_PartII_ML_CountVectorizer_v3.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xiey1/Personalized_Medicine_NLP/HEAD/Personalized_Medicine_PartII_ML_CountVectorizer_v3.ipynb -------------------------------------------------------------------------------- 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