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clulab/processors

Natural Language Processors

Java ◇ developer-tools Apache-2.0
★424STARS
⑂99FORKS
!60ISSUES
🏆#3,898GLOBAL RANK
🔥2DAYS TRENDING
🚀
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Star History

Continuous Observations
Interactive star growth chart for clulab/processors
CSV

Momentum

+11

STARS · LAST 30 DAYS

1

PER DAY

#302

MOST-STARRED Java

Window7 days30 days90 days
Stars gained+7+11+90
Per day111
Forks gained+1+3+10

processors gained 11 stars in the last 30 days, about 1 a day, and now has 424. It is about 14 years old and has averaged roughly 30 stars a year. It ranks #302 among Java repositories and #3,898 across all languages on GitHubRepo.

Trending Record

processors has maintained a continuous presence across global trending indexes, peaking at #3312. Below is the 30-day activity profile:

💡 Overview

processors is an open-source project written in Java: Natural Language Processors.

Engineered for speed, consistency, and developer ease, it solves common hurdles in Java. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.

⚡ Key Features

1

Optimized execution pipeline written in Java for predictable speed.

2

Zero-friction configuration with comprehensive sensible defaults out of the box.

3

Cross-platform runtime support across Linux, macOS, and Windows environments.

4

Strong typing and modular architecture designed for easy extension and maintainability.

5

Standardized CLI and API interfaces for smooth integration into CI/CD workflows.

6

Active community maintenance with regular dependency updates and security patches.

📥 Installation

terminal
$ git clone https://github.com/clulab/processors.git
cd processors

⚙ System Requirements

Platforms

  • • macOS
  • • Linux
  • • Windows

Runtime & Dependencies

JDK 17 or higher (OpenJDK / GraalVM)

Architecture

x86_64, ARM64 (Apple Silicon & Graviton)

🧠 How It Works

processors coordinates its core functionality through a modular Java 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 processors into Java 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 Apache-2.0 license.

🚀 Getting Started

1

Install processors using your package manager: `git clone https://github.com/clulab/processors.git`

2

Initialize your project workspace or configuration file for processors.

3

Import processors into your codebase or invoke it directly from your terminal.

4

Execute your test suite or run `processors --help` to verify successful setup.

👍 Strengths

Active community backing with 424 GitHub stars and verified adoption.
Permissive open-source distribution under the Apache-2.0 license.
Built in Java for high execution speed and developer familiarity.
Cross-platform compatibility across modern Linux, macOS, and Windows environments.
Clean modular design allowing flexible configuration and pipeline integration.

⚠️ Considerations

Requires familiarity with Java and modern CLI workflows.
Ecosystem extensions may require manual configuration depending on environment constraints.
Active development roadmap means breaking API changes may occur across major versions.

⇄ Alternatives & Direct Competitors

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👥 Who Should Use This

Developers and engineering teams building with Java, seeking reliable, tested, and actively maintained tooling for production workloads.

🏆 Nearby in the Rankings

clulab/processors is currently ranked #3,898 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

RankRepositoryLanguageStarsAction
#3,888 Gerg-L/spicetify-nix Nix ★ 427 Compare ↗
#3,894 rust-bitcoin/rust-miniscript Rust ★ 426 Compare ↗
#3,894 scratchfoundation/scratch-desktop JavaScript ★ 426 Compare ↗
#3,894 mckinsey/agents-at-scale-ark TypeScript ★ 426 Compare ↗
#3,897 open-telemetry/otel-arrow Rust ★ 425 Compare ↗
#3,898 clulab/processors This Project Java ★ 424
#3,898 NichtStudioCode/InvUI Java ★ 424 Compare ↗
#3,900 Moonfin-Client/Smart-TV JavaScript ★ 423 Compare ↗
#3,900 cwinvestments/memstack Python ★ 423 Compare ↗
#3,900 mrmps/classifier-dev TypeScript ★ 423 Compare ↗
#3,903 relaticle/flowforge PHP ★ 422 Compare ↗

Frequently Asked Questions

What does processors do? +

Natural Language Processors

What language is processors written in? +

The primary language is Java. Topics include: software.

Is processors actively maintained? +

Yes, the last recorded push was on Sep 26, 2026 with 60 open issues being tracked.

How many stars does processors have? +

processors has 424 stars and 99 forks on GitHub.

How does processors rank among GitHub repositories? +

With 424 stars, clulab/processors is ranked #3,898 globally across all repositories tracked on GitHubRepo and #302 among Java projects.

What license is processors distributed under? +

The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.

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