lucidrains/x-ppo
An implementation of PPO in Pytorch
⚡ Executive Summary & Quick Facts
Authoritative Sourcex-ppo is x-ppo is an open-source project written in Python: An implementation of PPO in Pytorch..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), lucidrains/x-ppo has accumulated 129 GitHub stars and 11 forks. It is written in Python, licensed under MIT, and ranks #23,771 globally. It is actively maintained with the latest commit recorded on Nov 12, 2026.”
| Repository | lucidrains/x-ppo ↗ |
|---|---|
| Primary Category | artificial intelligence |
| Language & Stack | Python |
| Software License | MIT |
| Community Traction | ★ 129 stars · ⑂ 11 forks · #23,771 globally |
| Maintenance | ● Active (Last commit: Nov 12, 2026) · 1 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, x-ppo is actively maintained. Continuous telemetry recorded the last code commit on Nov 12, 2026 (1 days ago). Supported by 129 stars and 11 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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+10
STARS · LAST 30 DAYS
1
PER DAY
#3,225
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
x-ppo gained 10 stars in the last 30 days, about 1 a day, and now has 129. It is about 6 years old and has averaged roughly 22 stars a year. It ranks #3,225 among Python repositories and #23,771 across all languages on GitHubRepo.
Trending Record
2
DAYS ON TRENDING
#22733
BEST RANK
Nov 12, 2026
FIRST APPEARANCE
Active
STATUS TODAY
x-ppo has maintained a continuous presence across global trending indexes, peaking at #22733. Below is the 30-day activity profile:
💡 Overview
x-ppo is an open-source project written in Python: An implementation of PPO in Pytorch.
Engineered for speed, consistency, and developer ease, it solves common hurdles in artificial-intelligence, proximal-policy-optimization, reinforcement-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 x-ppo⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
x-ppo 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 x-ppo 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 MIT license.
🚀 Getting Started
Install x-ppo using your package manager: `pip install x-ppo`
Initialize your project workspace or configuration file for x-ppo.
Import x-ppo into your codebase or invoke it directly from your terminal.
Execute your test suite or run `x-ppo --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
lucidrains/x-ppo is currently ranked #23,771 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #23,680 | JinJieBeWater/herdr-t3 | JavaScript | ★ 130 | Compare ↗ |
| #23,680 | kvistgaard/horoi | Python | ★ 130 | Compare ↗ |
| #23,680 | Obsidiantatrap/wow-forever-builds-waymark | Python | ★ 130 | Compare ↗ |
| #23,680 | nico-bohlinger/xmimic | Python | ★ 130 | Compare ↗ |
| #23,680 | Leonxlnx/escapement | Python | ★ 130 | Compare ↗ |
| #23,771 | lucidrains/x-ppo This Project | Python | ★ 129 | |
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Frequently Asked Questions
What does x-ppo do? +
An implementation of PPO in Pytorch
Is x-ppo actively maintained in 2026? +
Yes, x-ppo is actively maintained. The latest code push was recorded on Nov 12, 2026 (1 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 129 stars and 1 open issues.
What language is x-ppo written in? +
The primary language is Python. Topics include: artificial-intelligence, proximal-policy-optimization, reinforcement-learning.
How many stars does x-ppo have? +
x-ppo has 129 stars and 11 forks on GitHub.
How does x-ppo rank among GitHub repositories? +
With 129 stars, lucidrains/x-ppo is ranked #23,771 globally across all repositories tracked on GitHubRepo and #3,225 among Python projects.
What license is x-ppo distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
