# 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`](https://crates.io/crates/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:
```bash
$ cargo run --example randomforest_iris --release
```