rvandewater/YAIB
๐งชYet Another ICU Benchmark: a holistic framework for the standardization of clinical prediction model experiments. Provide custom datasets, cohorts, prediction tasks, endpoints, preprocessing, and models. Paper: https://arxiv.org/abs/2306.05109
โก Executive Summary & Quick Facts
Authoritative SourceYAIB is YAIB is an open-source project written in Python: ๐งชYet Another ICU Benchmark: a holistic framework for the standardization of clinical prediction model experiments. Provide custom datasets, cohorts, prediction tasks, endpoints, preprocessing, and models. Paper: https://arxiv.org/abs/2306.05109..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), rvandewater/YAIB has accumulated 110 GitHub stars and 34 forks. It is written in Python, licensed under MIT, and ranks #25,408 globally. It is actively maintained with the latest commit recorded on Oct 28, 2026.”
| Repository | rvandewater/YAIB โ |
|---|---|
| Primary Category | amsterdamumcdb |
| Language & Stack | Python |
| Software License | MIT |
| Community Traction | โ 110 stars ยท โ 34 forks ยท #25,408 globally |
| Maintenance | โ Active (Last commit: Oct 28, 2026) ยท 58 open issues |
| Target Audience | Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads. |
๐ก๏ธ Repository Maintenance & Health Audit (2026)
Health Score: 88/100 ยท Grade AYes, YAIB is actively maintained. Continuous telemetry recorded the last code commit on Oct 28, 2026 (15 days ago). Supported by 110 stars and 34 community forks, this repository holds a calculated health index of 88/100, reflecting regular maintenance (15 days ago) and healthy issue cadence.
Star History
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+10
STARS ยท LAST 30 DAYS
1
PER DAY
#3,559
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +3 | +10 |
YAIB gained 10 stars in the last 30 days, about 1 a day, and now has 110. It is about 4 years old and has averaged roughly 28 stars a year. It ranks #3,559 among Python repositories and #25,408 across all languages on GitHubRepo.
Trending Record
12
DAYS ON TRENDING
#19506
BEST RANK
Oct 28, 2026
FIRST APPEARANCE
Active
STATUS TODAY
YAIB has maintained a continuous presence across global trending indexes, peaking at #19506. Below is the 30-day activity profile:
๐ก Overview
YAIB is an open-source project written in Python: ๐งชYet Another ICU Benchmark: a holistic framework for the standardization of clinical prediction model experiments. Provide custom datasets, cohorts, prediction tasks, endpoints, preprocessing, and models. Paper: https://arxiv.org/abs/2306.05109.
Engineered for speed, consistency, and developer ease, it solves common hurdles in amsterdamumcdb, benchmark, clinical-data. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
โก 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.
๐ฅ Installation
$ pip install YAIBโ System Requirements
Platforms
- โข macOS
- โข Linux
- โข Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
๐ง How It Works
YAIB 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.
๐ฏ Production Use Cases
Command-Line Automation
Execute automated build, deployment, and maintenance tasks directly from the terminal.
CI/CD Workflow Integration
Run non-interactive validation checks in GitHub Actions, GitLab CI, or local pre-commit hooks.
Developer Environment Setup
Standardize local engineering workstations with single-binary utility commands.
Scripting & Pipeline Orchestration
Chain complex multi-stage scripts with reliable error reporting and exits.
๐ Getting Started
Install YAIB using your package manager: `pip install YAIB`
Initialize your project workspace or configuration file for YAIB.
Import YAIB into your codebase or invoke it directly from your terminal.
Execute your test suite or run `YAIB --help` to verify successful setup.
๐ Strengths
โ ๏ธ Considerations
โ Alternatives & Direct Competitors
๐ฅ Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
๐ Nearby in the Rankings
rvandewater/YAIB is currently ranked #25,408 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #25,310 | usefulappmaker/Beeb-public | Swift | โ 111 | Compare โ |
| #25,310 | gojko/lights-on-software-factory | JavaScript | โ 111 | Compare โ |
| #25,310 | Valenced/valenced-manager | Kotlin | โ 111 | Compare โ |
| #25,310 | azlen/initialis | JavaScript | โ 111 | Compare โ |
| #25,310 | modem-dev/boxery | JavaScript | โ 111 | Compare โ |
| #25,408 | rvandewater/YAIB This Project | Python | โ 110 | |
| #25,408 | dan-manges/unit-record | Ruby | โ 110 | Compare โ |
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Frequently Asked Questions
What does YAIB do? +
๐งชYet Another ICU Benchmark: a holistic framework for the standardization of clinical prediction model experiments. Provide custom datasets, cohorts, prediction tasks, endpoints, preprocessing, and models. Paper: https://arxiv.org/abs/2306.05109
Is YAIB actively maintained in 2026? +
Yes, YAIB is actively maintained. The latest code push was recorded on Oct 28, 2026 (15 days ago). It holds a calculated Maintenance Health Score of 88/100 (A rating) with 110 stars and 58 open issues.
What language is YAIB written in? +
The primary language is Python. Topics include: amsterdamumcdb, benchmark, clinical-data, clinical-ml, deep-learning.
How many stars does YAIB have? +
YAIB has 110 stars and 34 forks on GitHub.
How does YAIB rank among GitHub repositories? +
With 110 stars, rvandewater/YAIB is ranked #25,408 globally across all repositories tracked on GitHubRepo and #3,559 among Python projects.
What license is YAIB distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
