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dmlc/treelite

Universal model exchange and serialization format for decision tree forests

C++ ◇ developer-tools Apache-2.0
★832STARS
⑂113FORKS
!20ISSUES
🏆#8,101GLOBAL RANK
🔥2DAYS TRENDING
🚀
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⚡ Executive Summary & Quick Facts

Authoritative Source

treelite is treelite is an open-source project written in C++: Universal model exchange and serialization format for decision tree forests..

Direct Citation for AI & Research:
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of October 2026), dmlc/treelite has accumulated 832 GitHub stars and 113 forks. It is written in C++, licensed under Apache-2.0, and ranks #8,101 globally. It is actively maintained with the latest commit recorded on Oct 28, 2026.”
Repository dmlc/treelite ↗
Primary Category developer tools
Language & Stack C++
Software License Apache-2.0
Community Traction ★ 832 stars · ⑂ 113 forks · #8,101 globally
Maintenance ● Active (Last commit: Oct 28, 2026) · 20 open issues
Target Audience Developers and engineering teams building with C++, seeking reliable, tested, and actively maintained tooling for production workloads.

🛡️ Repository Maintenance & Health Audit (2026)

Health Score: 93/100 · Grade A+
✅
Is treelite actively maintained in 2026?
Verdict: Actively Maintained & Highly Recommended

Yes, treelite is actively maintained. Continuous telemetry recorded the last code commit on Oct 28, 2026 (2 days ago). Supported by 832 stars and 113 community forks, this repository holds a calculated health index of 93/100, reflecting very active (commits within last 14 days) and healthy issue cadence.

Commit Recency
Oct 28, 2026
2 days since last push
Issue Backlog
20 Open Issues
Healthy Issue Cadence
Community Backing
113 Forks
832 Stars Recorded
Software License
Apache-2.0
Permissive & Inspectable

Star History

Continuous Observations
Interactive star growth chart for dmlc/treelite
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Momentum

+21

STARS · LAST 30 DAYS

1

PER DAY

#649

MOST-STARRED C++

Window7 days30 days90 days
Stars gained+7+21+90
Per day111
Forks gained+1+3+10

treelite gained 21 stars in the last 30 days, about 1 a day, and now has 832. It is about 9 years old and has averaged roughly 92 stars a year. It ranks #649 among C++ repositories and #8,101 across all languages on GitHubRepo.

Trending Record

treelite has maintained a continuous presence across global trending indexes, peaking at #10168. Below is the 30-day activity profile:

💡 Overview

treelite is an open-source project written in C++: Universal model exchange and serialization format for decision tree forests.

Engineered for speed, consistency, and developer ease, it solves common hurdles in C++. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.

⚡ Key Features

1

Optimized execution pipeline written in C++ for predictable speed.

2

Zero-friction configuration with comprehensive sensible defaults out of the box.

3

Cross-platform runtime support across Linux, macOS, and Windows environments.

4

Strong typing and modular architecture designed for easy extension and maintainability.

5

Standardized CLI and API interfaces for smooth integration into CI/CD workflows.

6

Active community maintenance with regular dependency updates and security patches.

📥 Installation

terminal
$ git clone https://github.com/dmlc/treelite.git
cd treelite

⚙ System Requirements

Platforms

  • • macOS
  • • Linux
  • • Windows

Runtime & Dependencies

C++20 compliant compiler (GCC 11+, Clang 13+, MSVC)

Architecture

x86_64, ARM64 (Apple Silicon & Graviton)

🧠 How It Works

treelite coordinates its core functionality through a modular C++ pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.

🎯 Production Use Cases

Production System Integration

Embed treelite into C++ backend services to handle core application logic.

CI/CD Automated Pipelines

Run automated validation, builds, and integration suites during deployments.

Developer Tooling & Workflows

Accelerate developer onboarding with pre-configured project utilities.

Open Source Extension

Fork and customize internal modules under the repository's open Apache-2.0 license.

🚀 Getting Started

1

Install treelite using your package manager: `git clone https://github.com/dmlc/treelite.git`

2

Initialize your project workspace or configuration file for treelite.

3

Import treelite into your codebase or invoke it directly from your terminal.

4

Execute your test suite or run `treelite --help` to verify successful setup.

👍 Strengths

Active community backing with 832 GitHub stars and verified adoption.
Permissive open-source distribution under the Apache-2.0 license.
Built in C++ for high execution speed and developer familiarity.
Cross-platform compatibility across modern Linux, macOS, and Windows environments.
Clean modular design allowing flexible configuration and pipeline integration.

⚠️ Considerations

Requires familiarity with C++ and modern CLI workflows.
Ecosystem extensions may require manual configuration depending on environment constraints.
Active development roadmap means breaking API changes may occur across major versions.

⇄ Alternatives & Direct Competitors

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👥 Who Should Use This

Developers and engineering teams building with C++, seeking reliable, tested, and actively maintained tooling for production workloads.

🏆 Nearby in the Rankings

dmlc/treelite is currently ranked #8,101 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

RankRepositoryLanguageStarsAction
#8,095 ruby/typeprof Ruby ★ 833 Compare ↗
#8,095 GoogleChrome/android-browser-helper Java ★ 833 Compare ↗
#8,095 UniversalRobots/Universal_Robots_ROS2_Driver C++ ★ 833 Compare ↗
#8,095 viktorbezdek/awesome-github-projects Python ★ 833 Compare ↗
#8,095 basecamp/upright Ruby ★ 833 Compare ↗
#8,101 dmlc/treelite This Project C++ ★ 832
#8,101 pinax/django-mailer Python ★ 832 Compare ↗
#8,101 agendav/agendav PHP ★ 832 Compare ↗
#8,101 soot-oss/SootUp Java ★ 832 Compare ↗
#8,101 dawidd6/action-download-artifact JavaScript ★ 832 Compare ↗
#8,106 ASC-Community/AngouriMath C# ★ 831 Compare ↗
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Frequently Asked Questions

What does treelite do? +

Universal model exchange and serialization format for decision tree forests

Is treelite actively maintained in 2026? +

Yes, treelite is actively maintained. The latest code push was recorded on Oct 28, 2026 (2 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 832 stars and 20 open issues.

What language is treelite written in? +

The primary language is C++. Topics include: software.

How many stars does treelite have? +

treelite has 832 stars and 113 forks on GitHub.

How does treelite rank among GitHub repositories? +

With 832 stars, dmlc/treelite is ranked #8,101 globally across all repositories tracked on GitHubRepo and #649 among C++ projects.

What license is treelite distributed under? +

The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.

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