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wfzyx/von

The open-source System One decision model. Sub-15ms, non-autoregressive, local drop-in alternative to TypeSafe Jev.

Python ◇ decision-model Apache-2.0
★733STARS
⑂54FORKS
!2ISSUES
🏆#3,061GLOBAL RANK
🔥6DAYS TRENDING
🚀
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Star History

Continuous Observations
Interactive star growth chart for wfzyx/von
CSV

Momentum

+18

STARS · LAST 30 DAYS

1

PER DAY

#379

MOST-STARRED Python

Window7 days30 days90 days
Stars gained+7+18+90
Per day111
Forks gained+1+3+10

von gained 18 stars in the last 30 days, about 1 a day, and now has 733. It is about 1 year old and has averaged roughly 733 stars a year. It ranks #379 among Python repositories and #3,061 across all languages on GitHubRepo.

Trending Record

von has maintained a continuous presence across global trending indexes, peaking at #111. Below is the 30-day activity profile:

💡 Overview

von is an open-source project written in Python: The open-source System One decision model. Sub-15ms, non-autoregressive, local drop-in alternative to TypeSafe Jev.

Engineered for speed, consistency, and developer ease, it solves common hurdles in decision-model, jev, machine-learning. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.

⚡ Key Features

1

Optimized execution pipeline written in Python for predictable speed.

2

Zero-friction configuration with comprehensive sensible defaults out of the box.

3

Cross-platform runtime support across Linux, macOS, and Windows environments.

4

Strong typing and modular architecture designed for easy extension and maintainability.

5

Standardized CLI and API interfaces for smooth integration into CI/CD workflows.

6

Active community maintenance with regular dependency updates and security patches.

📥 Installation

terminal
$ pip install von

⚙ System Requirements

Platforms

  • • macOS
  • • Linux
  • • Windows

Runtime & Dependencies

Python >= 3.9, pip, virtualenv

Architecture

x86_64, ARM64 (Apple Silicon & Graviton)

🧠 How It Works

von 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 von 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

1

Install von using your package manager: `pip install von`

2

Initialize your project workspace or configuration file for von.

3

Import von into your codebase or invoke it directly from your terminal.

4

Execute your test suite or run `von --help` to verify successful setup.

👍 Strengths

Active community backing with 619 GitHub stars and verified adoption.
Permissive open-source distribution under the Apache-2.0 license.
Built in Python for high execution speed and developer familiarity.
Cross-platform compatibility across modern Linux, macOS, and Windows environments.
Clean modular design allowing flexible configuration and pipeline integration.

⚠️ Considerations

Requires familiarity with Python and modern CLI workflows.
Ecosystem extensions may require manual configuration depending on environment constraints.
Active development roadmap means breaking API changes may occur across major versions.

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👥 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

wfzyx/von is currently ranked #3,061 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

RankRepositoryLanguageStarsAction
#3,056 enzonotario/dolarapi.com JavaScript ★ 735 Compare ↗
#3,056 togatoga/karukan Rust ★ 735 Compare ↗
#3,056 ashish0kumar/stormy Go ★ 735 Compare ↗
#3,056 qiz029/dscode JavaScript ★ 735 Compare ↗
#3,060 lynx-family/lynx-stack TypeScript ★ 734 Compare ↗
#3,061 wfzyx/von This Project Python ★ 733
#3,062 threatexpert/gonc Go ★ 732 Compare ↗
#3,062 okf-memory/okf-agent-memory Go ★ 732 Compare ↗
#3,064 gremo/nest-winston TypeScript ★ 731 Compare ↗
#3,064 vinhnx/Clendar Swift ★ 731 Compare ↗
#3,066 ARMSX2/ARMSX3 C++ ★ 730 Compare ↗

Frequently Asked Questions

What does von do? +

The open-source System One decision model. Sub-15ms, non-autoregressive, local drop-in alternative to TypeSafe Jev.

What language is von written in? +

The primary language is Python. Topics include: decision-model, jev, machine-learning, python, rlcd.

Is von actively maintained? +

Yes, the last recorded push was on Sep 26, 2026 with 2 open issues being tracked.

How many stars does von have? +

von has 733 stars and 54 forks on GitHub.

How does von rank among GitHub repositories? +

With 733 stars, wfzyx/von is ranked #3,061 globally across all repositories tracked on GitHubRepo and #379 among Python projects.

What license is von distributed under? +

The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.

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