GitHub repository: nntdoan/tf_idf-text_extraction
Primary language: Python
Description: Apply tf-idf algorithm (package: sklearn, nltk) in a corpus (the Brown corpus) to calculate tf-idf score of its tokens. These score can be used to rank these tokens in its contribution to the semantic feature of the corpus. Simple tutorial (explanation of code) for beginner is included.