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josephwilk
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josephwilk/semanticpy

A collection of semantic functions for python - including Latent Semantic Analysis(LSA)

Python ◇ developer-tools NOASSERTION
★163STARS
⑂59FORKS
!7ISSUES
🏆#10,643GLOBAL RANK
🔥41DAYS TRENDING
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+10

STARS · LAST 30 DAYS

1

PER DAY

#1,321

MOST-STARRED Python

Window7 days30 days90 days
Stars gained+0+10+90
Per day111
Forks gained+0+3+10

semanticpy gained 10 stars in the last 30 days, about 1 a day, and now has 163. It is about 18 years old and has averaged roughly 9 stars a year. It ranks #1,321 among Python repositories and #10,643 across all languages on GitHubRepo.

Trending Record

semanticpy has maintained a continuous presence across global trending indexes, peaking at #100. Below is the 30-day activity profile:

💡 Overview

semanticpy is an open-source project written in Python: A collection of semantic functions for python - including Latent Semantic Analysis(LSA) .

Engineered for speed, consistency, and developer ease, it solves common hurdles in Python. 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 Python 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
$ pip install semanticpy

⚙ System Requirements

Platforms

  • • macOS
  • • Linux
  • • Windows

Runtime & Dependencies

Python >= 3.9, pip, virtualenv

Architecture

x86_64, ARM64 (Apple Silicon & Graviton)

🧠 How It Works

semanticpy 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 semanticpy 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 NOASSERTION license.

🚀 Getting Started

1

Install semanticpy using your package manager: `pip install semanticpy`

2

Initialize your project workspace or configuration file for semanticpy.

3

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

4

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

👍 Strengths

Active community backing with 163 GitHub stars and verified adoption.
Permissive open-source distribution under the NOASSERTION license.
Built in Python 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 Python 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.

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👥 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

josephwilk/semanticpy is currently ranked #10,643 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

RankRepositoryLanguageStarsAction
#10,613 OasisLMF/OasisLMF Python ★ 164 Compare ↗
#10,613 agfnow/agentflow JavaScript ★ 164 Compare ↗
#10,613 projectbluefin/dakota Python ★ 164 Compare ↗
#10,613 stradichenko/audiobook.koplugin C ★ 164 Compare ↗
#10,613 tetiva-app/client Go ★ 164 Compare ↗
#10,643 josephwilk/semanticpy This Project Python ★ 163
#10,643 NotProtonNot/NotProton Swift ★ 163 Compare ↗
#10,643 mazzz1y/peel Kotlin ★ 163 Compare ↗
#10,643 solardev-xyz/freedom-browser JavaScript ★ 163 Compare ↗
#10,643 mnaoumov/obsidian-custom-attachment-location TypeScript ★ 163 Compare ↗
#10,643 engineyard/vertebra Shell ★ 163 Compare ↗

Frequently Asked Questions

What does semanticpy do? +

A collection of semantic functions for python - including Latent Semantic Analysis(LSA)

What language is semanticpy written in? +

The primary language is Python. Topics include: software.

Is semanticpy actively maintained? +

Yes, the last recorded push was on Jun 21, 2022 with 7 open issues being tracked.

How many stars does semanticpy have? +

semanticpy has 163 stars and 59 forks on GitHub.

How does semanticpy rank among GitHub repositories? +

With 163 stars, josephwilk/semanticpy is ranked #10,643 globally across all repositories tracked on GitHubRepo and #1,321 among Python projects.

What license is semanticpy distributed under? +

The repository reports a NOASSERTION license. Always verify the repository LICENSE file for legal terms.

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