an implementation of discriminative-randomwalk [Callut+, ECML/PKDD 2008]
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+10
STARS · LAST 30 DAYS
1
PER DAY
#1,505
MOST-STARRED C++
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
discriminative-randomwalk gained 10 stars in the last 30 days, about 1 a day, and now has 2. It is about 17 years old and has averaged roughly 0 stars a year. It ranks #1,505 among C++ repositories and #25,107 across all languages on GitHubRepo.
Trending Record
20
DAYS ON TRENDING
#100
BEST RANK
Dec 30, 2009
FIRST APPEARANCE
Active
STATUS TODAY
discriminative-randomwalk has maintained a continuous presence across global trending indexes, peaking at #100. Below is the 30-day activity profile:
💡 Overview
discriminative-randomwalk is an open-source project written in C++: an implementation of discriminative-randomwalk [Callut+, ECML/PKDD 2008].
Engineered for speed, consistency, and developer ease, it solves common hurdles in C++. 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/smly/discriminative-randomwalk.git
cd discriminative-randomwalk⚙ 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
discriminative-randomwalk 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 discriminative-randomwalk 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 NOASSERTION license.
🚀 Getting Started
Install discriminative-randomwalk using your package manager: `git clone https://github.com/smly/discriminative-randomwalk.git`
Initialize your project workspace or configuration file for discriminative-randomwalk.
Import discriminative-randomwalk into your codebase or invoke it directly from your terminal.
Execute your test suite or run `discriminative-randomwalk --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
smly/discriminative-randomwalk is currently ranked #25,107 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
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| #23,339 | reactormonk/styler | Ruby | ★ 3 | Compare ↗ |
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| #23,339 | tomtt/method_info | Ruby | ★ 3 | Compare ↗ |
| #25,107 | smly/discriminative-randomwalk This Project | C++ | ★ 2 | |
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Frequently Asked Questions
What does discriminative-randomwalk do? +
an implementation of discriminative-randomwalk [Callut+, ECML/PKDD 2008]
What language is discriminative-randomwalk written in? +
The primary language is C++. Topics include: software.
Is discriminative-randomwalk actively maintained? +
Yes, the last recorded push was on Feb 18, 2010 with 1 open issues being tracked.
How many stars does discriminative-randomwalk have? +
discriminative-randomwalk has 2 stars and 1 forks on GitHub.
How does discriminative-randomwalk rank among GitHub repositories? +
With 2 stars, smly/discriminative-randomwalk is ranked #25,107 globally across all repositories tracked on GitHubRepo and #1,505 among C++ projects.
What license is discriminative-randomwalk distributed under? +
The repository reports a NOASSERTION license. Always verify the repository LICENSE file for legal terms.
