alexhernandezgarcia/gflownet
Generative Flow Networks - GFlowNet
⚡ Executive Summary & Quick Facts
Authoritative Sourcegflownet is gflownet is an open-source project written in Python: Generative Flow Networks - GFlowNet..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), alexhernandezgarcia/gflownet has accumulated 352 GitHub stars and 37 forks. It is written in Python, licensed under Apache-2.0, and ranks #13,115 globally. It is actively maintained with the latest commit recorded on Oct 29, 2026.”
| Repository | alexhernandezgarcia/gflownet ↗ |
|---|---|
| Primary Category | aiforscience |
| Language & Stack | Python |
| Software License | Apache-2.0 |
| Community Traction | ★ 352 stars · ⑂ 37 forks · #13,115 globally |
| Maintenance | ● Active (Last commit: Oct 29, 2026) · 96 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, gflownet is actively maintained. Continuous telemetry recorded the last code commit on Oct 29, 2026 (5 days ago). Supported by 352 stars and 37 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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+3
STARS · LAST 30 DAYS
1
PER DAY
#1,698
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +3 | +3 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +4 | +4 | +10 |
gflownet gained 3 stars in the last 30 days, about 1 a day, and now has 352. It is about 4 years old and has averaged roughly 88 stars a year. It ranks #1,698 among Python repositories and #13,115 across all languages on GitHubRepo.
Trending Record
29
DAYS ON TRENDING
#6296
BEST RANK
Oct 2, 2026
FIRST APPEARANCE
Active
STATUS TODAY
gflownet has maintained a continuous presence across global trending indexes, peaking at #6296. Below is the 30-day activity profile:
💡 Overview
gflownet is an open-source project written in Python: Generative Flow Networks - GFlowNet.
Engineered for speed, consistency, and developer ease, it solves common hurdles in aiforscience, aiforsocialgood, generativemodeling. 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 gflownet⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
gflownet 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
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with gflownet.
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 gflownet using your package manager: `pip install gflownet`
Initialize your project workspace or configuration file for gflownet.
Import gflownet into your codebase or invoke it directly from your terminal.
Execute your test suite or run `gflownet --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
alexhernandezgarcia/gflownet is currently ranked #13,115 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #13,095 | jgarzik/hk | Rust | ★ 353 | Compare ↗ |
| #13,095 | adithya-s-k/FineEnvs | Python | ★ 353 | Compare ↗ |
| #13,095 | bulaofen0036-coder/TIA_Portal_Openness_MCP | C# | ★ 353 | Compare ↗ |
| #13,095 | lakeday-org/perch | JavaScript | ★ 353 | Compare ↗ |
| #13,095 | mrsarac/ff-tracking | Rust | ★ 353 | Compare ↗ |
| #13,115 | alexhernandezgarcia/gflownet This Project | Python | ★ 352 | |
| #13,115 | wimleers/fileconveyor | Python | ★ 352 | Compare ↗ |
| #13,115 | mozy/mordor | C++ | ★ 352 | Compare ↗ |
| #13,115 | auraphp/Aura.Di | PHP | ★ 352 | Compare ↗ |
| #13,115 | sindresorhus/sindresorhus.github.com | JavaScript | ★ 352 | Compare ↗ |
| #13,115 | jolicode/JoliTypo | PHP | ★ 352 | Compare ↗ |
Frequently Asked Questions
What does gflownet do? +
Generative Flow Networks - GFlowNet
Is gflownet actively maintained in 2026? +
Yes, gflownet is actively maintained. The latest code push was recorded on Oct 29, 2026 (5 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 352 stars and 96 open issues.
What language is gflownet written in? +
The primary language is Python. Topics include: aiforscience, aiforsocialgood, generativemodeling, gflownet, opensource.
How many stars does gflownet have? +
gflownet has 352 stars and 37 forks on GitHub.
How does gflownet rank among GitHub repositories? +
With 352 stars, alexhernandezgarcia/gflownet is ranked #13,115 globally across all repositories tracked on GitHubRepo and #1,698 among Python projects.
What license is gflownet distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
