{% extends "base.html" %} {% block title %}TasteEngine — Home{% endblock %} {% block content %} {% from "macros.html" import glass, tag %} {% call glass("Welcome to TasteEngine") %}

An intelligent multi-approach recommender system. Compare Collaborative Filtering, Content-Based, and Knowledge-Based recommendations side by side.

{% endcall %}
{% call glass("Select a User") %}

Budget Preferences

New User

Ctrl+click to select multiple
{% endcall %} {% call glass("Quick Actions") %}

Get started by selecting a user above, then:

Get Recommendations
View Evaluation {% endcall %}
{% call glass("Available Approaches") %}
🤝

Collaborative Filtering

5 methods: User, Item, SVD, KNN, Slope One

🏷️

Content-Based

TF-IDF + Cosine Similarity, Feature Matching

⚙️

Knowledge-Based

Constraint, Rule, Utility-based filtering

{% endcall %} {% endblock %} {% block scripts %} {% endblock %}