English
language and provides several popular implementation of topic models from Latent Dirichlet Allocation to Non-Negative Matrix Factorization. It has over 5 ready-to-use algorithms and over 10 plots to analyze the text. NLP module also implements a unique function That allows you to tune the hyperparameters of a topic model to optimize the supervised learning objective.