googleapis/python-aiplatform
A Python SDK for Vertex AI, a fully managed, end-to-end platform for data science and machine learning.
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+23
STARS · LAST 30 DAYS
1
PER DAY
#904
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +23 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +2 | +9 | +23 |
python-aiplatform gained 23 stars in the last 30 days, about 1 a day, and now has 907. It is about 6 years old and has averaged roughly 151 stars a year. It ranks #904 among Python repositories and #6,446 across all languages on GitHubRepo.
Trending Record
3
DAYS ON TRENDING
#7431
BEST RANK
Oct 14, 2026
FIRST APPEARANCE
Active
STATUS TODAY
python-aiplatform has maintained a continuous presence across global trending indexes, peaking at #7431. Below is the 30-day activity profile:
💡 Overview
python-aiplatform is an open-source project written in Python: A Python SDK for Vertex AI, a fully managed, end-to-end platform for data science and machine learning.
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 python-aiplatform⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
python-aiplatform 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 python-aiplatform 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 python-aiplatform using your package manager: `pip install python-aiplatform`
Initialize your project workspace or configuration file for python-aiplatform.
Import python-aiplatform into your codebase or invoke it directly from your terminal.
Execute your test suite or run `python-aiplatform --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
googleapis/python-aiplatform is currently ranked #6,446 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #6,437 | hyvor/relay | PHP | ★ 909 | Compare ↗ |
| #6,442 | GeyserMC/MCProtocolLib | Java | ★ 908 | Compare ↗ |
| #6,442 | SuperMap/iClient-JavaScript | JavaScript | ★ 908 | Compare ↗ |
| #6,442 | Xoshbin/asyar | Rust | ★ 908 | Compare ↗ |
| #6,442 | scottstts/Threejs-Awesome-Graphics-Agent-Skills | JavaScript | ★ 908 | Compare ↗ |
| #6,446 | googleapis/python-aiplatform This Project | Python | ★ 907 | |
| #6,446 | okigan/awscurl | Python | ★ 907 | Compare ↗ |
| #6,446 | pynicolas/FairScan | Kotlin | ★ 907 | Compare ↗ |
| #6,446 | oxidezap/whatsapp-rust | Rust | ★ 907 | Compare ↗ |
| #6,450 | tanghaibao/goatools | Python | ★ 906 | Compare ↗ |
| #6,450 | sugarlabs/musicblocks | JavaScript | ★ 906 | Compare ↗ |
Frequently Asked Questions
What does python-aiplatform do? +
A Python SDK for Vertex AI, a fully managed, end-to-end platform for data science and machine learning.
What language is python-aiplatform written in? +
The primary language is Python. Topics include: software.
Is python-aiplatform actively maintained? +
Yes, the last recorded push was on Oct 14, 2026 with 334 open issues being tracked.
How many stars does python-aiplatform have? +
python-aiplatform has 907 stars and 469 forks on GitHub.
How does python-aiplatform rank among GitHub repositories? +
With 907 stars, googleapis/python-aiplatform is ranked #6,446 globally across all repositories tracked on GitHubRepo and #904 among Python projects.
What license is python-aiplatform distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
