PreProcessing

tmnt.preprocess.vectorizer Copyright (c) 2019-2021 The MITRE Corporation.
tmnt.data_loading File/module contains routines for loading in text documents to sparse matrix representations for efficient neural variational model training.

Modeling

tmnt.modeling Core Neural Net architectures for topic modeling.
tmnt.distribution Variational latent distributions (e.g.
tmnt.estimator Estimator module to train/fit/estimate individual models with fixed hyperparameters.

Inference

tmnt.inference Inferencers to make predictions and analyze data using trained topic models.