README.md in isotree-0.1.4 vs README.md in isotree-0.1.5

- old
+ new

@@ -4,11 +4,11 @@ Learn how [Isolation Forest](https://www.youtube.com/watch?v=RyFQXQf4w4w) works :deciduous_tree: Check out [OutlierTree](https://github.com/ankane/outliertree) for human-readable explanations of outliers -[![Build Status](https://travis-ci.org/ankane/isotree.svg?branch=master)](https://travis-ci.org/ankane/isotree) +[![Build Status](https://github.com/ankane/isotree/workflows/build/badge.svg?branch=master)](https://github.com/ankane/isotree/actions) ## Installation Add this line to your application’s Gemfile: @@ -41,10 +41,22 @@ model.predict(data) ``` Scores are between 0 and 1, with higher scores indicating outliers +Export the model + +```ruby +model.export_model("model.bin") +``` + +Import a model + +```ruby +model = IsoTree::IsolationForest.import_model("model.bin") +``` + ## Parameters Pass parameters - default values below ```ruby @@ -112,9 +124,18 @@ Then reinstall the gem. ```sh gem uninstall isotree --force bundle install +``` + +## Deployment + +Check out [Trove](https://github.com/ankane/trove) for deploying models. + +```sh +trove push model.bin +trove push model.bin.metadata ``` ## Reference Get the average isolation depth