4 releases (breaking)
0.7.0 | Aug 17, 2021 |
---|---|
0.6.0 | Jul 19, 2021 |
0.5.0 | Jul 2, 2021 |
0.4.0 | Jun 25, 2021 |
#690 in Machine learning
32 downloads per month
Used in 3 crates
(2 directly)
430KB
10K
SLoC
Tangram Tree
This crate is documented using rustdoc. View the docs for the most recent version at https://docs.rs/tangram_tree or run cargo doc -p tangram_tree --open
in the root of this repository.
lib.rs
:
This crate implements machine learning models for regression and classification using ensembles of decision trees. It has many similarities to LightGBM, XGBoost, and others, but is written in pure Rust.
For an example of regression, see benchmarks/boston.rs
.rs. For an example of binary classification, see
benchmarks/heart_disease.rs. For an example of multiclass classification, see
benchmarks/iris.rs`.
Dependencies
~12MB
~233K SLoC