muellerberndt/cadence
Deep recursive settlement networks (DRSNs) built from cortical columns that continuously update their world model from experience.
Star History
Momentum
+10
STARS · LAST 30 DAYS
1
PER DAY
#511
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 |
cadence gained 10 stars in the last 30 days, about 1 a day, and now has 323. It is about 1 year old and has averaged roughly 323 stars a year. It ranks #511 among Python repositories and #4,318 across all languages on GitHubRepo.
Trending Record
1
DAYS ON TRENDING
#4070
BEST RANK
Sep 28, 2026
FIRST APPEARANCE
Active
STATUS TODAY
cadence has maintained a continuous presence across global trending indexes, peaking at #4070. Below is the 30-day activity profile:
💡 Overview
cadence is an open-source project written in Python: Deep recursive settlement networks (DRSNs) built from cortical columns that continuously update their world model from experience.
Engineered for speed, consistency, and developer ease, it solves common hurdles in agi, asi, celebral-cortex. 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 cadence⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
cadence 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 cadence 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 MIT license.
🚀 Getting Started
Install cadence using your package manager: `pip install cadence`
Initialize your project workspace or configuration file for cadence.
Import cadence into your codebase or invoke it directly from your terminal.
Execute your test suite or run `cadence --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
muellerberndt/cadence is currently ranked #4,318 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #4,312 | unacms/UNA | PHP | ★ 324 | Compare ↗ |
| #4,312 | PicPeak/picpeak | JavaScript | ★ 324 | Compare ↗ |
| #4,312 | hudson-trading/slang-server | C++ | ★ 324 | Compare ↗ |
| #4,312 | xang1234/stock-screener | Python | ★ 324 | Compare ↗ |
| #4,312 | pwilkin/trellis.cpp | C++ | ★ 324 | Compare ↗ |
| #4,318 | muellerberndt/cadence This Project | Python | ★ 323 | |
| #4,318 | janv/rest_in_place | JavaScript | ★ 323 | Compare ↗ |
| #4,318 | nebulabroadcast/nebula | TypeScript | ★ 323 | Compare ↗ |
| #4,318 | kroxylicious/kroxylicious | Java | ★ 323 | Compare ↗ |
| #4,318 | dynamiqs/dynamiqs | Python | ★ 323 | Compare ↗ |
| #4,318 | rmsramos/activitylog | PHP | ★ 323 | Compare ↗ |
Frequently Asked Questions
What does cadence do? +
Deep recursive settlement networks (DRSNs) built from cortical columns that continuously update their world model from experience.
What language is cadence written in? +
The primary language is Python. Topics include: agi, asi, celebral-cortex, distributed-systems, general-intelligence.
Is cadence actively maintained? +
Yes, the last recorded push was on Sep 28, 2026 with 20 open issues being tracked.
How many stars does cadence have? +
cadence has 323 stars and 37 forks on GitHub.
How does cadence rank among GitHub repositories? +
With 323 stars, muellerberndt/cadence is ranked #4,318 globally across all repositories tracked on GitHubRepo and #511 among Python projects.
What license is cadence distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
