XGBoost
High-performance gradient-boosted decision tree library. The default strong baseline for tabular data.
Deep Learning Frameworks Beginner
Category
Deep Learning Frameworks
Difficulty
Beginner
When to use
Any supervised learning problem on tabular data — especially classification, regression, and ranking.
When not to use
Unstructured data (images, audio, text) where deep learning wins by a wide margin.
Alternatives
LightGBM CatBoost scikit-learn GBM