Gokart solves reproducibility, task dependencies, constraints of good code, and ease of use for Machine Learning Pipeline.
Star History
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+10
STARS · LAST 30 DAYS
1
PER DAY
#1,325
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +3 | +10 |
gokart gained 10 stars in the last 30 days, about 1 a day, and now has 342. It is about 8 years old and has averaged roughly 43 stars a year. It ranks #1,325 among Python repositories and #10,347 across all languages on GitHubRepo.
Trending Record
11
DAYS ON TRENDING
#8307
BEST RANK
Oct 7, 2026
FIRST APPEARANCE
Active
STATUS TODAY
gokart has maintained a continuous presence across global trending indexes, peaking at #8307. Below is the 30-day activity profile:
💡 Overview
gokart is an open-source project written in Python: Gokart solves reproducibility, task dependencies, constraints of good code, and ease of use for Machine Learning Pipeline.
Engineered for speed, consistency, and developer ease, it solves common hurdles in gokart, luigi, machine-learning. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in Python for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ pip install gokart⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
gokart coordinates its core functionality through a modular Python 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
Modern Web Interfaces
Build dynamic, responsive user experiences with component-driven architecture.
Enterprise Design Systems
Standardize design tokens, accessible widgets, and themes across engineering teams.
Interactive Data Dashboards
Render real-time telemetry, user feeds, and analytics with sub-millisecond updates.
Cross-Platform Web Apps
Deploy performant single-page applications optimized for both mobile and desktop browsers.
🚀 Getting Started
Install gokart using your package manager: `pip install gokart`
Initialize your project workspace or configuration file for gokart.
Import gokart into your codebase or invoke it directly from your terminal.
Execute your test suite or run `gokart --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
m3dev/gokart is currently ranked #10,347 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #10,329 | autogluon/tabarena | Python | ★ 343 | Compare ↗ |
| #10,329 | Citrinate/FreePackages | C# | ★ 343 | Compare ↗ |
| #10,329 | SomeB1oody/RustyML | Rust | ★ 343 | Compare ↗ |
| #10,329 | ejfkdev/ddc | Rust | ★ 343 | Compare ↗ |
| #10,329 | qybaihe/mu | TypeScript | ★ 343 | Compare ↗ |
| #10,347 | m3dev/gokart This Project | Python | ★ 342 | |
| #10,347 | jorgebastida/django-dajax | Python | ★ 342 | Compare ↗ |
| #10,347 | textadventures/quest | C# | ★ 342 | Compare ↗ |
| #10,347 | kfix/MacPin | Swift | ★ 342 | Compare ↗ |
| #10,347 | cvet/fonline | C++ | ★ 342 | Compare ↗ |
| #10,347 | seaweedfs/seaweedfs-operator | Go | ★ 342 | Compare ↗ |
Frequently Asked Questions
What does gokart do? +
Gokart solves reproducibility, task dependencies, constraints of good code, and ease of use for Machine Learning Pipeline.
What language is gokart written in? +
The primary language is Python. Topics include: gokart, luigi, machine-learning, mlops, pipeline-framework.
Is gokart actively maintained? +
Yes, the last recorded push was on Oct 7, 2026 with 35 open issues being tracked.
How many stars does gokart have? +
gokart has 342 stars and 63 forks on GitHub.
How does gokart rank among GitHub repositories? +
With 342 stars, m3dev/gokart is ranked #10,347 globally across all repositories tracked on GitHubRepo and #1,325 among Python projects.
What license is gokart distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
