turftopic 0.1.0

Topic modeling with contextual representations from sentence transformers.

Your go-to package for topic modeling with contextual representations from transformers.

Intentions:

• Provide simple, robust and fast implementations of existing approaches (BERTopic, Top2Vec, CTM) with minimal dependencies.
• Implement state-of-the-art approaches from my papers. (papers work-in-progress)
• Put all approaches in a broader conceptual framework.
• Provide clear and extensive documentation about the best use-cases for each model.
• Make the models' API streamlined and compatible with topicwizard and scikit-learn.
• Develop smarter, transformer-based evaluation metrics.

(Stay tuned...)