google-deepmind/alphafold3
AlphaFold 3 inference pipeline.
⚡ Executive Summary & Quick Facts
Authoritative Sourcealphafold3 is alphafold3 is an open-source project written in Python: AlphaFold 3 inference pipeline..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), google-deepmind/alphafold3 has accumulated 8,748 GitHub stars and 1,395 forks. It is written in Python, licensed under Apache-2.0, and ranks #1,873 globally. It is actively maintained with the latest commit recorded on Nov 9, 2026.”
| Repository | google-deepmind/alphafold3 ↗ |
|---|---|
| Primary Category | developer tools |
| Language & Stack | Python |
| Software License | Apache-2.0 |
| Community Traction | ★ 8.7K stars · ⑂ 1.4K forks · #1,873 globally |
| Maintenance | ● Active (Last commit: Nov 9, 2026) · 28 open issues |
| Target Audience | Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 100/100 · Grade A+Yes, alphafold3 is actively maintained. Continuous telemetry recorded the last code commit on Nov 9, 2026 (3 days ago). Supported by 8,748 stars and 1,395 community forks, this repository holds a calculated health index of 100/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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+219
STARS · LAST 30 DAYS
7
PER DAY
#312
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +49 | +219 | +630 |
| Per day | 7 | 7 | 7 |
| Forks gained | +7 | +28 | +70 |
alphafold3 gained 219 stars in the last 30 days, about 7 a day, and now has 8.7K. It is about 2 years old and has averaged roughly 4.4K stars a year. It ranks #312 among Python repositories and #1,873 across all languages on GitHubRepo.
Trending Record
4
DAYS ON TRENDING
#8776
BEST RANK
Nov 9, 2026
FIRST APPEARANCE
Active
STATUS TODAY
alphafold3 has maintained a continuous presence across global trending indexes, peaking at #8776. Below is the 30-day activity profile:
💡 Overview
alphafold3 is an open-source project written in Python: AlphaFold 3 inference pipeline.
Engineered for speed, consistency, and developer ease, it solves common hurdles in Python. 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 alphafold3⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
alphafold3 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 alphafold3 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 Apache-2.0 license.
🚀 Getting Started
Install alphafold3 using your package manager: `pip install alphafold3`
Initialize your project workspace or configuration file for alphafold3.
Import alphafold3 into your codebase or invoke it directly from your terminal.
Execute your test suite or run `alphafold3 --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
google-deepmind/alphafold3 is currently ranked #1,873 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #1,868 | mattpocock/sandcastle | TypeScript | ★ 8.8K | Compare ↗ |
| #1,869 | tw93/MiaoYan | Swift | ★ 8.8K | Compare ↗ |
| #1,870 | ariga/atlas | Go | ★ 8.8K | Compare ↗ |
| #1,871 | testcontainers/testcontainers-java | Java | ★ 8.8K | Compare ↗ |
| #1,871 | j178/prek | Rust | ★ 8.8K | Compare ↗ |
| #1,873 | google-deepmind/alphafold3 This Project | Python | ★ 8.7K | |
| #1,874 | porsager/postgres | JavaScript | ★ 8.7K | Compare ↗ |
| #1,875 | getmoto/moto | Python | ★ 8.7K | Compare ↗ |
| #1,876 | groue/GRDB.swift | Swift | ★ 8.7K | Compare ↗ |
| #1,877 | apache/beam | Java | ★ 8.7K | Compare ↗ |
| #1,877 | ellite/Wallos | PHP | ★ 8.7K | Compare ↗ |
Frequently Asked Questions
What does alphafold3 do? +
AlphaFold 3 inference pipeline.
Is alphafold3 actively maintained in 2026? +
Yes, alphafold3 is actively maintained. The latest code push was recorded on Nov 9, 2026 (3 days ago). It holds a calculated Maintenance Health Score of 100/100 (A+ rating) with 8,748 stars and 28 open issues.
What language is alphafold3 written in? +
The primary language is Python. Topics include: software.
How many stars does alphafold3 have? +
alphafold3 has 8,748 stars and 1,395 forks on GitHub.
How does alphafold3 rank among GitHub repositories? +
With 8,748 stars, google-deepmind/alphafold3 is ranked #1,873 globally across all repositories tracked on GitHubRepo and #312 among Python projects.
What license is alphafold3 distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
