openai/gym's popular toolkit for developing and comparing reinforcement learning algorithms port to C#.
Star History
Momentum
+10
STARS · LAST 30 DAYS
1
PER DAY
#408
MOST-STARRED C#
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
Gym.NET gained 10 stars in the last 30 days, about 1 a day, and now has 141. It is about 7 years old and has averaged roughly 20 stars a year. It ranks #408 among C# repositories and #6,054 across all languages on GitHubRepo.
Trending Record
4
DAYS ON TRENDING
#3262
BEST RANK
Sep 25, 2026
FIRST APPEARANCE
Active
STATUS TODAY
Gym.NET has maintained a continuous presence across global trending indexes, peaking at #3262. Below is the 30-day activity profile:
💡 Overview
Gym.NET is an open-source project written in C#: openai/gym's popular toolkit for developing and comparing reinforcement learning algorithms port to C#.
Engineered for speed, consistency, and developer ease, it solves common hurdles in gym, machine-learning, openai. 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 C# 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
$ git clone https://github.com/SciSharp/Gym.NET.git
cd Gym.NET⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
C# environment and standard tooling
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
Gym.NET 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
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with Gym.NET.
Model Inference & Prompting
Integrate fast, local or cloud-hosted generative AI models directly into production code.
Context Memory & RAG
Augment language models with dynamic vector retrieval and structured project memory.
Developer Productivity
Automate repetitive engineering tasks, code generation, and test creation using AI agents.
🚀 Getting Started
Install Gym.NET using your package manager: `git clone https://github.com/SciSharp/Gym.NET.git`
Initialize your project workspace or configuration file for Gym.NET.
Import Gym.NET into your codebase or invoke it directly from your terminal.
Execute your test suite or run `Gym.NET --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 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
SciSharp/Gym.NET is currently ranked #6,054 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #6,033 | dpipstudio/botwave | Python | ★ 142 | Compare ↗ |
| #6,033 | Mes-Open/OpenMes | PHP | ★ 142 | Compare ↗ |
| #6,033 | Wunderlandmedia/HotkeyClash | Swift | ★ 142 | Compare ↗ |
| #6,033 | MakrSas/Inferno-iOS | Swift | ★ 142 | Compare ↗ |
| #6,033 | Leviidev/Husk | Swift | ★ 142 | Compare ↗ |
| #6,054 | SciSharp/Gym.NET This Project | C# | ★ 141 | |
| #6,054 | noelrappin/rails-iui | Ruby | ★ 141 | Compare ↗ |
| #6,054 | lmacken/liveusb-creator | Python | ★ 141 | Compare ↗ |
| #6,054 | gbif/ipt | Java | ★ 141 | Compare ↗ |
| #6,054 | google/go-dap | Go | ★ 141 | Compare ↗ |
| #6,054 | terraform-linters/tflint-ruleset-azurerm | Go | ★ 141 | Compare ↗ |
Frequently Asked Questions
What does Gym.NET do? +
openai/gym's popular toolkit for developing and comparing reinforcement learning algorithms port to C#.
What language is Gym.NET written in? +
The primary language is C#. Topics include: gym, machine-learning, openai, reinforcement-learning, scisharp.
Is Gym.NET actively maintained? +
Yes, the last recorded push was on Sep 25, 2026 with 10 open issues being tracked.
How many stars does Gym.NET have? +
Gym.NET has 141 stars and 20 forks on GitHub.
How does Gym.NET rank among GitHub repositories? +
With 141 stars, SciSharp/Gym.NET is ranked #6,054 globally across all repositories tracked on GitHubRepo and #408 among C# projects.
What license is Gym.NET distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
