DynamicsAndNeuralSystems/pyspi
Comparative analysis of pairwise interactions in multivariate time series.
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+10
STARS · LAST 30 DAYS
1
PER DAY
#1,280
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
pyspi gained 10 stars in the last 30 days, about 1 a day, and now has 256. It is about 6 years old and has averaged roughly 43 stars a year. It ranks #1,280 among Python repositories and #10,168 across all languages on GitHubRepo.
Trending Record
6
DAYS ON TRENDING
#9183
BEST RANK
Oct 7, 2026
FIRST APPEARANCE
Active
STATUS TODAY
pyspi has maintained a continuous presence across global trending indexes, peaking at #9183. Below is the 30-day activity profile:
💡 Overview
pyspi is an open-source project written in Python: Comparative analysis of pairwise interactions in multivariate time series.
Engineered for speed, consistency, and developer ease, it solves common hurdles in complex-networks, complex-systems, multivariate-analysis. 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 pyspi⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
pyspi 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
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with pyspi.
Model Inference & Prompting
Integrate fast, local or cloud-hosted generative AI models directly into production code.
Context Memory & RAG
Augment language models with dynamic vector retrieval and structured project memory.
Developer Productivity
Automate repetitive engineering tasks, code generation, and test creation using AI agents.
🚀 Getting Started
Install pyspi using your package manager: `pip install pyspi`
Initialize your project workspace or configuration file for pyspi.
Import pyspi into your codebase or invoke it directly from your terminal.
Execute your test suite or run `pyspi --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
DynamicsAndNeuralSystems/pyspi is currently ranked #10,168 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #10,145 | ros-controls/mujoco_ros2_control | C++ | ★ 257 | Compare ↗ |
| #10,145 | grapeot/opencode_ios_client | Swift | ★ 257 | Compare ↗ |
| #10,145 | own-pay/OwnPay | PHP | ★ 257 | Compare ↗ |
| #10,145 | microsoft/discovery | Python | ★ 257 | Compare ↗ |
| #10,145 | hyprlab/hylki | Rust | ★ 257 | Compare ↗ |
| #10,168 | DynamicsAndNeuralSystems/pyspi This Project | Python | ★ 256 | |
| #10,168 | duplys/git-issues | Python | ★ 256 | Compare ↗ |
| #10,168 | jcomellas/getopt | Erlang | ★ 256 | Compare ↗ |
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Frequently Asked Questions
What does pyspi do? +
Comparative analysis of pairwise interactions in multivariate time series.
What language is pyspi written in? +
The primary language is Python. Topics include: complex-networks, complex-systems, multivariate-analysis, multivariate-timeseries, pairwise-interactions.
Is pyspi actively maintained? +
Yes, the last recorded push was on Oct 7, 2026 with 18 open issues being tracked.
How many stars does pyspi have? +
pyspi has 256 stars and 34 forks on GitHub.
How does pyspi rank among GitHub repositories? +
With 256 stars, DynamicsAndNeuralSystems/pyspi is ranked #10,168 globally across all repositories tracked on GitHubRepo and #1,280 among Python projects.
What license is pyspi distributed under? +
The repository reports a GPL-3.0 license. Always verify the repository LICENSE file for legal terms.
