Small decision models (jev style) for latency critical scenarios
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+10
STARS · LAST 30 DAYS
1
PER DAY
#2,055
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 |
jiwo gained 10 stars in the last 30 days, about 1 a day, and now has 104. It is about 1 year old and has averaged roughly 104 stars a year. It ranks #2,055 among Python repositories and #15,485 across all languages on GitHubRepo.
Trending Record
2
DAYS ON TRENDING
#14101
BEST RANK
Oct 12, 2026
FIRST APPEARANCE
Active
STATUS TODAY
jiwo has maintained a continuous presence across global trending indexes, peaking at #14101. Below is the 30-day activity profile:
💡 Overview
jiwo is an open-source project written in Python: Small decision models (jev style) for latency critical scenarios.
Engineered for speed, consistency, and developer ease, it solves common hurdles in calibrated-probabilities, decision-model, text-classification. 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 jiwo⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
jiwo 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 jiwo 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 jiwo using your package manager: `pip install jiwo`
Initialize your project workspace or configuration file for jiwo.
Import jiwo into your codebase or invoke it directly from your terminal.
Execute your test suite or run `jiwo --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
jiwidi/jiwo is currently ranked #15,485 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #15,417 | SII-fkchen/SOTER | Python | ★ 105 | Compare ↗ |
| #15,417 | Greminn/ha-spatial-context | JavaScript | ★ 105 | Compare ↗ |
| #15,417 | HeartingU/Dogicat_DMS | Python | ★ 105 | Compare ↗ |
| #15,417 | vanzll/DiffusionART | Python | ★ 105 | Compare ↗ |
| #15,417 | adityajha2005/yc-outreach | Python | ★ 105 | Compare ↗ |
| #15,485 | jiwidi/jiwo This Project | Python | ★ 104 | |
| #15,485 | drnic/github-badges | JavaScript | ★ 104 | Compare ↗ |
| #15,485 | evan/peep | Ruby | ★ 104 | Compare ↗ |
| #15,485 | jcbagneris/fms-jcb | Python | ★ 104 | Compare ↗ |
| #15,485 | apache/maven-scm | Java | ★ 104 | Compare ↗ |
| #15,485 | openBliSSART/openBliSSART | C++ | ★ 104 | Compare ↗ |
Frequently Asked Questions
What does jiwo do? +
Small decision models (jev style) for latency critical scenarios
What language is jiwo written in? +
The primary language is Python. Topics include: calibrated-probabilities, decision-model, text-classification.
Is jiwo actively maintained? +
Yes, the last recorded push was on Oct 10, 2026 with 0 open issues being tracked.
How many stars does jiwo have? +
jiwo has 104 stars and 0 forks on GitHub.
How does jiwo rank among GitHub repositories? +
With 104 stars, jiwidi/jiwo is ranked #15,485 globally across all repositories tracked on GitHubRepo and #2,055 among Python projects.
What license is jiwo distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
