What are Embeddings?
Recently, embedding models have been gaining considerable attention in various areas such as natural language processing (NLP), recommender system, knowledge graph completion, etc. This is due to their high accuracy … Read More
Category: NLP
Tutorial: Doc2Vec and t-SNE
This post shows a tutorial of using doc2vec and the t-SNE visualization in Python for disease clustering. Of course, these tutorial codes can be used for any other types of … Read More
Analysis of Text: Tolstoy’s War and Peace
On this post, we will look at an example of analysis of text data that are Tolstoy’s War and Peace books. You can download a plain text file from http://www.gutenberg.org/ebooks/2600. … Read More
A General Approach to Preprocessing Text Data
You can find the whole process from preprocessing to visualization in another post Analysis of Text: Tolstoy’s War and Peace if you are interested in looking at the whole source … Read More