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devitocodes/devito

DSL and compiler framework for automated finite-differences and stencil computation

Python ◇ code-generation MIT
★714STARS
⑂263FORKS
!157ISSUES
🏆#4,558GLOBAL RANK
🔥2DAYS TRENDING
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Momentum

+18

STARS · LAST 30 DAYS

1

PER DAY

#586

MOST-STARRED Python

Window7 days30 days90 days
Stars gained+7+18+90
Per day111
Forks gained+1+5+13

devito gained 18 stars in the last 30 days, about 1 a day, and now has 714. It is about 11 years old and has averaged roughly 65 stars a year. It ranks #586 among Python repositories and #4,558 across all languages on GitHubRepo.

Trending Record

devito has maintained a continuous presence across global trending indexes, peaking at #4671. Below is the 30-day activity profile:

💡 Overview

devito is an open-source project written in Python: DSL and compiler framework for automated finite-differences and stencil computation.

Engineered for speed, consistency, and developer ease, it solves common hurdles in code-generation, compiler, dsl. 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 devito

⚙ System Requirements

Platforms

  • • macOS
  • • Linux
  • • Windows

Runtime & Dependencies

Python >= 3.9, pip, virtualenv

Architecture

x86_64, ARM64 (Apple Silicon & Graviton)

🧠 How It Works

devito 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 devito 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

1

Install devito using your package manager: `pip install devito`

2

Initialize your project workspace or configuration file for devito.

3

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

4

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

👍 Strengths

Active community backing with 714 GitHub stars and verified adoption.
Permissive open-source distribution under the MIT 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

devitocodes/devito is currently ranked #4,558 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

RankRepositoryLanguageStarsAction
#4,551 FreshRSS/Extensions PHP ★ 717 Compare ↗
#4,554 rayfish/rayfish Rust ★ 715 Compare ↗
#4,554 json-api-dotnet/JsonApiDotNetCore C# ★ 715 Compare ↗
#4,554 pelle/oauth-plugin Ruby ★ 715 Compare ↗
#4,554 QwenLM/FlashQLA Python ★ 715 Compare ↗
#4,558 devitocodes/devito This Project Python ★ 714
#4,558 twilio/twilio-csharp C# ★ 714 Compare ↗
#4,558 ferriskey/ferriskey Rust ★ 714 Compare ↗
#4,558 pegainfer-project/pegainfer Rust ★ 714 Compare ↗
#4,558 disposable/disposable-email-domains JavaScript ★ 714 Compare ↗
#4,558 Snd-R/komf Kotlin ★ 714 Compare ↗

Frequently Asked Questions

What does devito do? +

DSL and compiler framework for automated finite-differences and stencil computation

What language is devito written in? +

The primary language is Python. Topics include: code-generation, compiler, dsl, finite-difference, fwi.

Is devito actively maintained? +

Yes, the last recorded push was on Oct 1, 2026 with 157 open issues being tracked.

How many stars does devito have? +

devito has 714 stars and 263 forks on GitHub.

How does devito rank among GitHub repositories? +

With 714 stars, devitocodes/devito is ranked #4,558 globally across all repositories tracked on GitHubRepo and #586 among Python projects.

What license is devito distributed under? +

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

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