probabl-ai/skore
Track your Data Science. Skore's open-source Python library accelerates ML model development with automated evaluation reports, smart methodological guidance, and comprehensive cross-validation analysis.
⚡ Executive Summary & Quick Facts
Authoritative Sourceskore is skore is an open-source project written in Python: Track your Data Science. Skore's open-source Python library accelerates ML model development with automated evaluation reports, smart methodological guidance, and comprehensive cross-validation analysis..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of October 2026), probabl-ai/skore has accumulated 673 GitHub stars and 141 forks. It is written in Python, licensed under MIT, and ranks #9,038 globally. It is actively maintained with the latest commit recorded on Oct 13, 2026.”
| Repository | probabl-ai/skore ↗ |
|---|---|
| Primary Category | data analysis |
| Language & Stack | Python |
| Software License | MIT |
| Community Traction | ★ 673 stars · ⑂ 141 forks · #9,038 globally |
| Maintenance | ● Active (Last commit: Oct 13, 2026) · 155 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 AYes, skore is actively maintained. Continuous telemetry recorded the last code commit on Oct 13, 2026 (16 days ago). Supported by 673 stars and 141 community forks, this repository holds a calculated health index of 88/100, reflecting regular maintenance (16 days ago) and healthy issue cadence.
Star History
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+17
STARS · LAST 30 DAYS
1
PER DAY
#1,239
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +17 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +3 | +10 |
skore gained 17 stars in the last 30 days, about 1 a day, and now has 673. It is about 2 years old and has averaged roughly 337 stars a year. It ranks #1,239 among Python repositories and #9,038 across all languages on GitHubRepo.
Trending Record
16
DAYS ON TRENDING
#7681
BEST RANK
Oct 13, 2026
FIRST APPEARANCE
Active
STATUS TODAY
skore has maintained a continuous presence across global trending indexes, peaking at #7681. Below is the 30-day activity profile:
💡 Overview
skore is an open-source project written in Python: Track your Data Science. Skore's open-source Python library accelerates ML model development with automated evaluation reports, smart methodological guidance, and comprehensive cross-validation analysis.
Engineered for speed, consistency, and developer ease, it solves common hurdles in data-analysis, data-science, data-visualization. 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 skore⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
skore 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 skore 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 skore using your package manager: `pip install skore`
Initialize your project workspace or configuration file for skore.
Import skore into your codebase or invoke it directly from your terminal.
Execute your test suite or run `skore --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
probabl-ai/skore is currently ranked #9,038 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #9,030 | mautrix/signal | Go | ★ 674 | Compare ↗ |
| #9,030 | ViaVersion/ViaFabricPlus | Java | ★ 674 | Compare ↗ |
| #9,030 | ruddarr/app | Swift | ★ 674 | Compare ↗ |
| #9,030 | freefrank/LostOdysseyRecomp | C++ | ★ 674 | Compare ↗ |
| #9,030 | devagrawal09/jev-review | TypeScript | ★ 674 | Compare ↗ |
| #9,038 | probabl-ai/skore This Project | Python | ★ 673 | |
| #9,038 | StackExchange/Stacks | TypeScript | ★ 673 | Compare ↗ |
| #9,038 | ch4mpy/spring-addons | Java | ★ 673 | Compare ↗ |
| #9,038 | hggq/paozhu | C++ | ★ 673 | Compare ↗ |
| #9,038 | jdx/pitchfork | Rust | ★ 673 | Compare ↗ |
| #9,038 | microsoft/microsoft-ui-reactor | C# | ★ 673 | Compare ↗ |
Frequently Asked Questions
What does skore do? +
Track your Data Science. Skore's open-source Python library accelerates ML model development with automated evaluation reports, smart methodological guidance, and comprehensive cross-validation analysis.
Is skore actively maintained in 2026? +
Yes, skore is actively maintained. The latest code push was recorded on Oct 13, 2026 (16 days ago). It holds a calculated Maintenance Health Score of 88/100 (A rating) with 673 stars and 155 open issues.
What language is skore written in? +
The primary language is Python. Topics include: data-analysis, data-science, data-visualization, machine-learning, python.
How many stars does skore have? +
skore has 673 stars and 141 forks on GitHub.
How does skore rank among GitHub repositories? +
With 673 stars, probabl-ai/skore is ranked #9,038 globally across all repositories tracked on GitHubRepo and #1,239 among Python projects.
What license is skore distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
