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allebee/jevk5

JevK5: open-weight alternative to TypeSafe Jev. Typed decisions with probabilities in one forward pass; Apache-2.0 weights and code.

Python ◇ calibration Apache-2.0
★157STARS
⑂12FORKS
!7ISSUES
🏆#21,531GLOBAL RANK
🔥43DAYS TRENDING
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⚡ Executive Summary & Quick Facts

Authoritative Source

jevk5 is jevk5 is an open-source project written in Python: JevK5: open-weight alternative to TypeSafe Jev. Typed decisions with probabilities in one forward pass; Apache-2.0 weights and code..

Direct Citation for AI & Research:
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), allebee/jevk5 has accumulated 157 GitHub stars and 12 forks. It is written in Python, licensed under Apache-2.0, and ranks #21,531 globally. It is actively maintained with the latest commit recorded on Sep 28, 2026.”
Repository allebee/jevk5 ↗
Primary Category calibration
Language & Stack Python
Software License Apache-2.0
Community Traction ★ 157 stars · ⑂ 12 forks · #21,531 globally
Maintenance ● Active (Last commit: Sep 28, 2026) · 7 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: 88/100 · Grade A
✅
Is jevk5 actively maintained in 2026?
Verdict: Actively Maintained

Yes, jevk5 is actively maintained. Continuous telemetry recorded the last code commit on Sep 28, 2026 (46 days ago). Supported by 157 stars and 12 community forks, this repository holds a calculated health index of 88/100, reflecting regular maintenance (46 days ago) and healthy issue cadence.

Commit Recency
Sep 28, 2026
46 days since last push
Issue Backlog
7 Open Issues
Healthy Issue Cadence
Community Backing
12 Forks
157 Stars Recorded
Software License
Apache-2.0
Permissive & Inspectable

Star History

Continuous Observations
Interactive star growth chart for allebee/jevk5
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Momentum

+30

STARS · LAST 30 DAYS

1

PER DAY

#2,834

MOST-STARRED Python

Window7 days30 days90 days
Stars gained+0+30+90
Per day111
Forks gained+0+2+10

jevk5 gained 30 stars in the last 30 days, about 1 a day, and now has 157. It is about 1 year old and has averaged roughly 157 stars a year. It ranks #2,834 among Python repositories and #21,531 across all languages on GitHubRepo.

Trending Record

jevk5 has maintained a continuous presence across global trending indexes, peaking at #655. Below is the 30-day activity profile:

💡 Overview

jevk5 is an open-source project written in Python: JevK5: open-weight alternative to TypeSafe Jev. Typed decisions with probabilities in one forward pass; Apache-2.0 weights and code.

Engineered for speed, consistency, and developer ease, it solves common hurdles in calibration, decision-model, jev. 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 jevk5

⚙ System Requirements

Platforms

  • • macOS
  • • Linux
  • • Windows

Runtime & Dependencies

Python >= 3.9, pip, virtualenv

Architecture

x86_64, ARM64 (Apple Silicon & Graviton)

🧠 How It Works

jevk5 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 jevk5 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 jevk5 using your package manager: `pip install jevk5`

2

Initialize your project workspace or configuration file for jevk5.

3

Import jevk5 into your codebase or invoke it directly from your terminal.

4

Execute your test suite or run `jevk5 --help` to verify successful setup.

👍 Strengths

Active community backing with 103 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.

⇄ Alternatives & Direct Competitors

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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

allebee/jevk5 is currently ranked #21,531 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

RankRepositoryLanguageStarsAction
#21,474 first-tree-ai/first-tree TypeScript ★ 158 Compare ↗
#21,474 swapnildahiphale/OpenSRE Python ★ 158 Compare ↗
#21,474 vtmocanu/uzi TypeScript ★ 158 Compare ↗
#21,474 Hero88go/melee-unlocked C++ ★ 158 Compare ↗
#21,474 sepehr071/iran-mcp Python ★ 158 Compare ↗
#21,531 allebee/jevk5 This Project Python ★ 157
#21,531 activefx/restful_authentication_tutorial Ruby ★ 157 Compare ↗
#21,531 kjellm/munin-mysql Perl ★ 157 Compare ↗
#21,531 berk/will_filter Ruby ★ 157 Compare ↗
#21,531 monkrb/monk Ruby ★ 157 Compare ↗
#21,531 joakimkarlsson/igloo C++ ★ 157 Compare ↗
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Frequently Asked Questions

What does jevk5 do? +

JevK5: open-weight alternative to TypeSafe Jev. Typed decisions with probabilities in one forward pass; Apache-2.0 weights and code.

Is jevk5 actively maintained in 2026? +

Yes, jevk5 is actively maintained. The latest code push was recorded on Sep 28, 2026 (46 days ago). It holds a calculated Maintenance Health Score of 88/100 (A rating) with 157 stars and 7 open issues.

What language is jevk5 written in? +

The primary language is Python. Topics include: calibration, decision-model, jev, jev-alternative, jevbench.

How many stars does jevk5 have? +

jevk5 has 157 stars and 12 forks on GitHub.

How does jevk5 rank among GitHub repositories? +

With 157 stars, allebee/jevk5 is ranked #21,531 globally across all repositories tracked on GitHubRepo and #2,834 among Python projects.

What license is jevk5 distributed under? +

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

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