Desbordante/desbordante-core
Desbordante is a high-performance data profiler that is capable of discovering many different patterns in data using various algorithms. It also allows to run data cleaning scenarios using these algorithms. Desbordante has a console version and an easy-to-use web application.
⚡ Executive Summary & Quick Facts
Authoritative Sourcedesbordante-core is desbordante-core is an open-source project written in C++: Desbordante is a high-performance data profiler that is capable of discovering many different patterns in data using various algorithms. It also allows to run data cleaning scenarios using these algorithms. Desbordante has a console version and an easy-to-use web application..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), Desbordante/desbordante-core has accumulated 511 GitHub stars and 108 forks. It is written in C++, licensed under AGPL-3.0, and ranks #12,233 globally. It is actively maintained with the latest commit recorded on Oct 7, 2026.”
| Repository | Desbordante/desbordante-core ↗ |
|---|---|
| Primary Category | anomaly detection |
| Language & Stack | C++ |
| Software License | AGPL-3.0 |
| Community Traction | ★ 511 stars · ⑂ 108 forks · #12,233 globally |
| Maintenance | ● Active (Last commit: Oct 7, 2026) · 90 open issues |
| Target Audience | Developers and engineering teams building with C++, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 88/100 · Grade AYes, desbordante-core is actively maintained. Continuous telemetry recorded the last code commit on Oct 7, 2026 (36 days ago). Supported by 511 stars and 108 community forks, this repository holds a calculated health index of 88/100, reflecting regular maintenance (36 days ago) and healthy issue cadence.
Star History
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+0
STARS · LAST 30 DAYS
1
PER DAY
#969
MOST-STARRED C++
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +0 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +0 | +10 |
desbordante-core gained 0 stars in the last 30 days, about 1 a day, and now has 511. It is about 7 years old and has averaged roughly 73 stars a year. It ranks #969 among C++ repositories and #12,233 across all languages on GitHubRepo.
Trending Record
44
DAYS ON TRENDING
#2114
BEST RANK
Sep 25, 2026
FIRST APPEARANCE
Active
STATUS TODAY
desbordante-core has maintained a continuous presence across global trending indexes, peaking at #2114. Below is the 30-day activity profile:
💡 Overview
desbordante-core is an open-source project written in C++: Desbordante is a high-performance data profiler that is capable of discovering many different patterns in data using various algorithms. It also allows to run data cleaning scenarios using these algorithms. Desbordante has a console version and an easy-to-use web application.
Engineered for speed, consistency, and developer ease, it solves common hurdles in anomaly-detection, correlations, data-analytics. 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 C++ 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
$ git clone https://github.com/Desbordante/desbordante-core.git
cd desbordante-core⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
C++20 compliant compiler (GCC 11+, Clang 13+, MSVC)
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
desbordante-core coordinates its core functionality through a modular C++ 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 desbordante-core into C++ 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 AGPL-3.0 license.
🚀 Getting Started
Install desbordante-core using your package manager: `git clone https://github.com/Desbordante/desbordante-core.git`
Initialize your project workspace or configuration file for desbordante-core.
Import desbordante-core into your codebase or invoke it directly from your terminal.
Execute your test suite or run `desbordante-core --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with C++, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
Desbordante/desbordante-core is currently ranked #12,233 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #12,222 | pathsim/pathsim | Python | ★ 512 | Compare ↗ |
| #12,222 | operaton/operaton | Java | ★ 512 | Compare ↗ |
| #12,222 | google/xrblocks | TypeScript | ★ 512 | Compare ↗ |
| #12,222 | Leonxlnx/tastecode | TypeScript | ★ 512 | Compare ↗ |
| #12,222 | howseen-ai/claude-motion-design | Python | ★ 512 | Compare ↗ |
| #12,233 | Desbordante/desbordante-core This Project | C++ | ★ 511 | |
| #12,233 | tdewolff/parse | Go | ★ 511 | Compare ↗ |
| #12,233 | flant/addon-operator | Go | ★ 511 | Compare ↗ |
| #12,233 | serpro69/kotlin-faker | Kotlin | ★ 511 | Compare ↗ |
| #12,233 | JetBrains/godot-support | Kotlin | ★ 511 | Compare ↗ |
| #12,233 | kubernetes-sigs/cloud-provider-kind | Go | ★ 511 | Compare ↗ |
Frequently Asked Questions
What does desbordante-core do? +
Desbordante is a high-performance data profiler that is capable of discovering many different patterns in data using various algorithms. It also allows to run data cleaning scenarios using these algorithms. Desbordante has a console version and an easy-to-use web application.
Is desbordante-core actively maintained in 2026? +
Yes, desbordante-core is actively maintained. The latest code push was recorded on Oct 7, 2026 (36 days ago). It holds a calculated Maintenance Health Score of 88/100 (A rating) with 511 stars and 90 open issues.
What language is desbordante-core written in? +
The primary language is C++. Topics include: anomaly-detection, correlations, data-analytics, data-cleaning, data-cleansing.
How many stars does desbordante-core have? +
desbordante-core has 511 stars and 108 forks on GitHub.
How does desbordante-core rank among GitHub repositories? +
With 511 stars, Desbordante/desbordante-core is ranked #12,233 globally across all repositories tracked on GitHubRepo and #969 among C++ projects.
What license is desbordante-core distributed under? +
The repository reports a AGPL-3.0 license. Always verify the repository LICENSE file for legal terms.
