Ensemble Learning

linfa-ensemble provides pure Rust implementations of Ensemble Learning algorithms for the Linfa toolkit.

The Big Picture

linfa-ensemble is a crate in the linfa ecosystem, an effort to create a toolkit for classical Machine Learning implemented in pure Rust, akin to Python's scikit-learn.

Current state

linfa-ensemble currently provides an implementation of bootstrap aggregation (bagging) for other classifiers provided in linfa.

Examples

You can find examples in the examples/ directory. To run an bootstrap aggregation for ensemble of decision trees (a Random Forest) use:

$ cargo run --example randomforest_iris --release