Local Laya typed decisions on Apple Core ML and Neural Engine. Validated ports, ~5 ms short decisions on M3 Max, reproducible speed and energy benchmarks.
Star History
Momentum
+38
STARS · LAST 30 DAYS
1
PER DAY
#279
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +38 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
laya-coreml gained 38 stars in the last 30 days, about 1 a day, and now has 1.5K. It is about 1 year old and has averaged roughly 1.5K stars a year. It ranks #279 among Python repositories and #2,181 across all languages on GitHubRepo.
Trending Record
6
DAYS ON TRENDING
#111
BEST RANK
Sep 23, 2026
FIRST APPEARANCE
Active
STATUS TODAY
laya-coreml has maintained a continuous presence across global trending indexes, peaking at #111. Below is the 30-day activity profile:
💡 Overview
laya-coreml is an open-source project written in Python: Local Laya typed decisions on Apple Core ML and Neural Engine. Validated ports, ~5 ms short decisions on M3 Max, reproducible speed and energy benchmarks.
Engineered for speed, consistency, and developer ease, it solves common hurdles in apple-neural-engine, apple-silicon, coreml. 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 laya-coreml⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
laya-coreml 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 laya-coreml.
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 laya-coreml using your package manager: `pip install laya-coreml`
Initialize your project workspace or configuration file for laya-coreml.
Import laya-coreml into your codebase or invoke it directly from your terminal.
Execute your test suite or run `laya-coreml --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
mizorewww/laya-coreml is currently ranked #2,181 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
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| #2,181 | mizorewww/laya-coreml This Project | Python | ★ 1.5K | |
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Frequently Asked Questions
What does laya-coreml do? +
Local Laya typed decisions on Apple Core ML and Neural Engine. Validated ports, ~5 ms short decisions on M3 Max, reproducible speed and energy benchmarks.
What language is laya-coreml written in? +
The primary language is Python. Topics include: apple-neural-engine, apple-silicon, coreml, decision-model, laya.
Is laya-coreml actively maintained? +
Yes, the last recorded push was on Sep 22, 2026 with 3 open issues being tracked.
How many stars does laya-coreml have? +
laya-coreml has 1,505 stars and 124 forks on GitHub.
How does laya-coreml rank among GitHub repositories? +
With 1,505 stars, mizorewww/laya-coreml is ranked #2,181 globally across all repositories tracked on GitHubRepo and #279 among Python projects.
What license is laya-coreml distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
