Explore different Machine Learning models on a practical case for recommendation via simple matching algorithm.
This repository contains a simple notebook and the data as toy example to understand how to use python an d machine learning to build text-based recommendation systems.
Tutorial here: https://towardsdatascience.com/build-a-text-recommendation-system-with-python-e8b95d9f251c
- TF-IDF/ scikit-learn
- Word2Vec / gensim
- NN / spaCy
- BERT / SentenceTransformers
- BERT / HuggingFace