Overview
Scikit-learn is a Python module for machine learning built on top of SciPy and is distributed under the 3-Clause BSD license. It provides simple and efficient tools for data mining and data analysis.
Features
- Classification: Identifying which category an object belongs to (SVM, random forest).
- Regression: Predicting a continuous-valued attribute associated with an object.
- Clustering: Automatic grouping of similar objects into sets.
Use Cases
- Business analytics and predictive modeling.
- Traditional ML research.
- Data preprocessing and dimensionality reduction.