graphistry/pygraphistry
PyGraphistry is a Python library to quickly load, shape, embed, and explore big graphs with the GPU-accelerated Graphistry visual graph analyzer
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+64
STARS · LAST 30 DAYS
2
PER DAY
#467
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +3 | +64 | +180 |
| Per day | 1 | 2 | 2 |
| Forks gained | +0 | +5 | +12 |
pygraphistry gained 64 stars in the last 30 days, about 2 a day, and now has 2.6K. It is about 11 years old and has averaged roughly 234 stars a year. It ranks #467 among Python repositories and #3,313 across all languages on GitHubRepo.
Trending Record
10
DAYS ON TRENDING
#3780
BEST RANK
Oct 3, 2026
FIRST APPEARANCE
Active
STATUS TODAY
pygraphistry has maintained a continuous presence across global trending indexes, peaking at #3780. Below is the 30-day activity profile:
💡 Overview
pygraphistry is an open-source project written in Python: PyGraphistry is a Python library to quickly load, shape, embed, and explore big graphs with the GPU-accelerated Graphistry visual graph analyzer.
Engineered for speed, consistency, and developer ease, it solves common hurdles in csv, cudf, cugraph. 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 pygraphistry⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
pygraphistry 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 pygraphistry 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 BSD-3-Clause license.
🚀 Getting Started
Install pygraphistry using your package manager: `pip install pygraphistry`
Initialize your project workspace or configuration file for pygraphistry.
Import pygraphistry into your codebase or invoke it directly from your terminal.
Execute your test suite or run `pygraphistry --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
graphistry/pygraphistry is currently ranked #3,313 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #3,308 | stripe/stripe-ios | Swift | ★ 2.6K | Compare ↗ |
| #3,308 | spiffe/spire | Go | ★ 2.6K | Compare ↗ |
| #3,308 | Syknapse/Contribute-To-This-Project | JavaScript | ★ 2.6K | Compare ↗ |
| #3,311 | sqlpage/SQLPage | Rust | ★ 2.6K | Compare ↗ |
| #3,312 | firebase/firebase-android-sdk | Java | ★ 2.6K | Compare ↗ |
| #3,313 | graphistry/pygraphistry This Project | Python | ★ 2.6K | |
| #3,314 | microsoft/PTVS | C# | ★ 2.6K | Compare ↗ |
| #3,315 | google/jimfs | Java | ★ 2.6K | Compare ↗ |
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Frequently Asked Questions
What does pygraphistry do? +
PyGraphistry is a Python library to quickly load, shape, embed, and explore big graphs with the GPU-accelerated Graphistry visual graph analyzer
What language is pygraphistry written in? +
The primary language is Python. Topics include: csv, cudf, cugraph, gpu, graph.
Is pygraphistry actively maintained? +
Yes, the last recorded push was on Oct 13, 2026 with 371 open issues being tracked.
How many stars does pygraphistry have? +
pygraphistry has 2,569 stars and 230 forks on GitHub.
How does pygraphistry rank among GitHub repositories? +
With 2,569 stars, graphistry/pygraphistry is ranked #3,313 globally across all repositories tracked on GitHubRepo and #467 among Python projects.
What license is pygraphistry distributed under? +
The repository reports a BSD-3-Clause license. Always verify the repository LICENSE file for legal terms.
