Best Alternatives for Surprise proposed by Free AI models

Surprise

Python scikit for building and analyzing recommender systems

Price: Free

Best Alternatives for Surprise proposed by Free AI models

Python library for implementing a recommender system

Price: Free

Pros:

Cons:

Data Dashboard Data Science And Machine Learning Data Science Tools Technical Computing

Python library for recommendation with implicit feedback

Price: Free

Pros:

  • Supports hybrid recommendation
  • Efficient for large datasets

Cons:

  • Limited to collaborative filtering

Python library for implicit feedback collaborative filtering

Price: Free

Pros:

  • Optimized for speed
  • Easy integration with SciPy

Cons:

  • Limited to implicit feedback scenarios