google-deepmind/xmanager
A platform for managing machine learning experiments
⚡ Executive Summary & Quick Facts
Authoritative Sourcexmanager is xmanager is an open-source project written in Python: A platform for managing machine learning experiments..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of October 2026), google-deepmind/xmanager has accumulated 923 GitHub stars and 71 forks. It is written in Python, licensed under Apache-2.0, and ranks #7,674 globally. It is actively maintained with the latest commit recorded on Oct 23, 2026.”
| Repository | google-deepmind/xmanager ↗ |
|---|---|
| Primary Category | developer tools |
| Language & Stack | Python |
| Software License | Apache-2.0 |
| Community Traction | ★ 923 stars · ⑂ 71 forks · #7,674 globally |
| Maintenance | ● Active (Last commit: Oct 23, 2026) · 36 open issues |
| Target Audience | Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 93/100 · Grade A+Yes, xmanager is actively maintained. Continuous telemetry recorded the last code commit on Oct 23, 2026 (7 days ago). Supported by 923 stars and 71 community forks, this repository holds a calculated health index of 93/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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+23
STARS · LAST 30 DAYS
1
PER DAY
#1,084
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +23 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
xmanager gained 23 stars in the last 30 days, about 1 a day, and now has 923. It is about 6 years old and has averaged roughly 154 stars a year. It ranks #1,084 among Python repositories and #7,674 across all languages on GitHubRepo.
Trending Record
7
DAYS ON TRENDING
#9180
BEST RANK
Oct 23, 2026
FIRST APPEARANCE
Active
STATUS TODAY
xmanager has maintained a continuous presence across global trending indexes, peaking at #9180. Below is the 30-day activity profile:
💡 Overview
xmanager is an open-source project written in Python: A platform for managing machine learning experiments.
Engineered for speed, consistency, and developer ease, it solves common hurdles in Python. 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 xmanager⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
xmanager 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
Production System Integration
Embed xmanager into Python 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
Install xmanager using your package manager: `pip install xmanager`
Initialize your project workspace or configuration file for xmanager.
Import xmanager into your codebase or invoke it directly from your terminal.
Execute your test suite or run `xmanager --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
google-deepmind/xmanager is currently ranked #7,674 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #7,662 | jasonwu1994/Gboard-patches | Java | ★ 925 | Compare ↗ |
| #7,670 | python-social-auth/social-core | Python | ★ 924 | Compare ↗ |
| #7,670 | ConduitPlatform/Conduit | TypeScript | ★ 924 | Compare ↗ |
| #7,670 | sebastiancarlos/beachpatrol | JavaScript | ★ 924 | Compare ↗ |
| #7,670 | SethGammon/Citadel | JavaScript | ★ 924 | Compare ↗ |
| #7,674 | google-deepmind/xmanager This Project | Python | ★ 923 | |
| #7,674 | palkan/anyway_config | Ruby | ★ 923 | Compare ↗ |
| #7,674 | Erudika/scoold | Java | ★ 923 | Compare ↗ |
| #7,674 | Code-Hex/vz | Go | ★ 923 | Compare ↗ |
| #7,674 | SeaOfNodes/Simple | Java | ★ 923 | Compare ↗ |
| #7,674 | yifanzhang-pro/recurrent-looped-tranformer | HTML | ★ 923 | Compare ↗ |
Frequently Asked Questions
What does xmanager do? +
A platform for managing machine learning experiments
Is xmanager actively maintained in 2026? +
Yes, xmanager is actively maintained. The latest code push was recorded on Oct 23, 2026 (7 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 923 stars and 36 open issues.
What language is xmanager written in? +
The primary language is Python. Topics include: software.
How many stars does xmanager have? +
xmanager has 923 stars and 71 forks on GitHub.
How does xmanager rank among GitHub repositories? +
With 923 stars, google-deepmind/xmanager is ranked #7,674 globally across all repositories tracked on GitHubRepo and #1,084 among Python projects.
What license is xmanager distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
