PyLops – A Linear-Operator Library for Python
⚡ Executive Summary & Quick Facts
Authoritative Sourcepylops is pylops is an open-source project written in Python: PyLops – A Linear-Operator Library for Python..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), PyLops/pylops has accumulated 541 GitHub stars and 130 forks. It is written in Python, licensed under LGPL-3.0, and ranks #11,889 globally. It is actively maintained with the latest commit recorded on Nov 1, 2026.”
| Repository | PyLops/pylops ↗ |
|---|---|
| Primary Category | algebra |
| Language & Stack | Python |
| Software License | LGPL-3.0 |
| Community Traction | ★ 541 stars · ⑂ 130 forks · #11,889 globally |
| Maintenance | ● Active (Last commit: Nov 1, 2026) · 30 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: 93/100 · Grade A+Yes, pylops is actively maintained. Continuous telemetry recorded the last code commit on Nov 1, 2026 (11 days ago). Supported by 541 stars and 130 community forks, this repository holds a calculated health index of 93/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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+2
STARS · LAST 30 DAYS
1
PER DAY
#1,622
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +2 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +4 | +10 |
pylops gained 2 stars in the last 30 days, about 1 a day, and now has 541. It is about 8 years old and has averaged roughly 68 stars a year. It ranks #1,622 among Python repositories and #11,889 across all languages on GitHubRepo.
Trending Record
43
DAYS ON TRENDING
#2629
BEST RANK
Sep 26, 2026
FIRST APPEARANCE
Active
STATUS TODAY
pylops has maintained a continuous presence across global trending indexes, peaking at #2629. Below is the 30-day activity profile:
💡 Overview
pylops is an open-source project written in Python: PyLops – A Linear-Operator Library for Python.
Engineered for speed, consistency, and developer ease, it solves common hurdles in algebra, inverse-problems, linear-operators. 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 pylops⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
pylops 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 pylops 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 LGPL-3.0 license.
🚀 Getting Started
Install pylops using your package manager: `pip install pylops`
Initialize your project workspace or configuration file for pylops.
Import pylops into your codebase or invoke it directly from your terminal.
Execute your test suite or run `pylops --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
PyLops/pylops is currently ranked #11,889 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #11,878 | CesiumGS/cesium-unity | C# | ★ 542 | Compare ↗ |
| #11,878 | Linus-Mussmaecher/rucola | Rust | ★ 542 | Compare ↗ |
| #11,878 | funnycups/Luker | JavaScript | ★ 542 | Compare ↗ |
| #11,878 | pixtuoid/pixtuoid | Rust | ★ 542 | Compare ↗ |
| #11,878 | chattymin/PokeTokenBar | Swift | ★ 542 | Compare ↗ |
| #11,889 | PyLops/pylops This Project | Python | ★ 541 | |
| #11,889 | stsquad/emacs_chrome | JavaScript | ★ 541 | Compare ↗ |
| #11,889 | dellytools/delly | C++ | ★ 541 | Compare ↗ |
| #11,889 | haikuports/haikuports | Shell | ★ 541 | Compare ↗ |
| #11,889 | RazrFalcon/roxmltree | Rust | ★ 541 | Compare ↗ |
| #11,889 | UI5/webcomponents-react | TypeScript | ★ 541 | Compare ↗ |
Frequently Asked Questions
What does pylops do? +
PyLops – A Linear-Operator Library for Python
Is pylops actively maintained in 2026? +
Yes, pylops is actively maintained. The latest code push was recorded on Nov 1, 2026 (11 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 541 stars and 30 open issues.
What language is pylops written in? +
The primary language is Python. Topics include: algebra, inverse-problems, linear-operators, optimization, python.
How many stars does pylops have? +
pylops has 541 stars and 130 forks on GitHub.
How does pylops rank among GitHub repositories? +
With 541 stars, PyLops/pylops is ranked #11,889 globally across all repositories tracked on GitHubRepo and #1,622 among Python projects.
What license is pylops distributed under? +
The repository reports a LGPL-3.0 license. Always verify the repository LICENSE file for legal terms.
