https://github.com/getumen/go-treelite

treelite runtime binding in Go
https://github.com/getumen/go-treelite

golang machine-learning

Last synced: 6 months ago
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treelite runtime binding in Go

• Host: GitHub
• URL: https://github.com/getumen/go-treelite
• Owner: getumen
• License: apache-2.0
• Created: 2022-07-06T15:28:52.000Z (about 4 years ago)
• Default Branch: main
• Last Pushed: 2024-05-27T18:20:42.000Z (about 2 years ago)
• Last Synced: 2024-06-19T20:51:53.188Z (about 2 years ago)
• Topics: golang, machine-learning
• Language: Go
• Homepage:
• Size: 375 KB
• Stars: 10
• Watchers: 1
• Forks: 2
• Open Issues: 3
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# go-treelite: [TreeLite](https://github.com/dmlc/treelite) binding in Go

[![Go Report Card](https://goreportcard.com/badge/github.com/getumen/go-treelite)](https://goreportcard.com/report/github.com/getumen/go-treelite)

[![CodeQL](https://github.com/getumen/go-treelite/actions/workflows/codeql-analysis.yml/badge.svg)](https://github.com/getumen/go-treelite/actions/workflows/codeql-analysis.yml)

[![Go](https://github.com/getumen/go-treelite/actions/workflows/go.yml/badge.svg)](https://github.com/getumen/go-treelite/actions/workflows/go.yml)

[![Go.Dev reference](https://img.shields.io/badge/go.dev-reference-blue?logo=go&logoColor=white)](https://pkg.go.dev/github.com/getumen/go-treelite)

- [go-treelite: TreeLite binding in Go](#go-treelite-treelite-binding-in-go)

  - [Prerequirements](#prerequirements)

    - [install treelite](#install-treelite)

      - [1. install packages to install treelite](#1-install-packages-to-install-treelite)

      - [2. install treelite](#2-install-treelite)

  - [Usage](#usage)

  - [Documentation](#documentation)

This binding currently works for treelite 3.4.0.

## Prerequirements

### install treelite

install treelite (see [.devcontainer/Dockerfile](.devcontainer/Dockerfile))

#### 1. install packages to install treelite

the following package is installed.

- g++

- cmake

- make

#### 2. install treelite

```bash

git clone https://github.com/dmlc/treelite.git -b 3.4.0

cd treelite \

mkdir build && cd build \

cmake .. \

sudo make install \

export LIBRARY_PATH=/usr/local/lib${LIBRARY_PATH:+:$LIBRARY_PATH}

export LD_LIBRARY_PATH=/usr/local/lib${LD_LIBRARY_PATH:+:$LD_LIBRARY_PATH}

```

## Usage

Add this library to your project.

```bash

go get github.com/getumen/go-treelite

```

## Documentation

The documentation is hosted at [here](https://pkg.go.dev/github.com/getumen/go-treelite). You can also take a look at [example_test.go](example_test.go).