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wmayner/pyphi

A toolbox for integrated information theory.

Python ◇ causality NOASSERTION
★436STARS
⑂109FORKS
!22ISSUES
🏆#5,920GLOBAL RANK
🔥49DAYS TRENDING
🚀
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Momentum

+11

STARS · LAST 30 DAYS

1

PER DAY

#750

MOST-STARRED Python

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

pyphi gained 11 stars in the last 30 days, about 1 a day, and now has 436. It is about 12 years old and has averaged roughly 36 stars a year. It ranks #750 among Python repositories and #5,920 across all languages on GitHubRepo.

Trending Record

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

💡 Overview

pyphi is an open-source project written in Python: A toolbox for integrated information theory.

Engineered for speed, consistency, and developer ease, it solves common hurdles in causality, causation, information. 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 pyphi

⚙ System Requirements

Platforms

  • • macOS
  • • Linux
  • • Windows

Runtime & Dependencies

Python >= 3.9, pip, virtualenv

Architecture

x86_64, ARM64 (Apple Silicon & Graviton)

🧠 How It Works

pyphi 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 pyphi 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 pyphi using your package manager: `pip install pyphi`

2

Initialize your project workspace or configuration file for pyphi.

3

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

4

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

👍 Strengths

Active community backing with 436 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

wmayner/pyphi is currently ranked #5,920 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

RankRepositoryLanguageStarsAction
#5,913 JetBrains/youtrackdb Java ★ 437 Compare ↗
#5,913 getlago/lago-api Ruby ★ 437 Compare ↗
#5,913 joinfaces/joinfaces Java ★ 437 Compare ↗
#5,913 shepmaster/twox-hash Rust ★ 437 Compare ↗
#5,913 arthurnn/memcached Ruby ★ 437 Compare ↗
#5,920 wmayner/pyphi This Project Python ★ 436
#5,920 PythonTurtle/PythonTurtle Python ★ 436 Compare ↗
#5,920 taskcluster/taskcluster JavaScript ★ 436 Compare ↗
#5,920 temporalio/ui TypeScript ★ 436 Compare ↗
#5,923 styler-ai/ProjectAtlas Rust ★ 435 Compare ↗
#5,923 brandonp2412/Flexify Dart ★ 435 Compare ↗

Frequently Asked Questions

What does pyphi do? +

A toolbox for integrated information theory.

What language is pyphi written in? +

The primary language is Python. Topics include: causality, causation, information, integrated-information, modeling.

Is pyphi actively maintained? +

Yes, the last recorded push was on Sep 29, 2026 with 22 open issues being tracked.

How many stars does pyphi have? +

pyphi has 436 stars and 109 forks on GitHub.

How does pyphi rank among GitHub repositories? +

With 436 stars, wmayner/pyphi is ranked #5,920 globally across all repositories tracked on GitHubRepo and #750 among Python projects.

What license is pyphi distributed under? +

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

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