๐ค A Python library for learning and evaluating knowledge graph embeddings
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+51
STARS ยท LAST 30 DAYS
2
PER DAY
#411
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +51 | +180 |
| Per day | 1 | 2 | 2 |
| Forks gained | +0 | +5 | +11 |
pykeen gained 51 stars in the last 30 days, about 2 a day, and now has 2K. It is about 7 years old and has averaged roughly 292 stars a year. It ranks #411 among Python repositories and #2,991 across all languages on GitHubRepo.
Trending Record
7
DAYS ON TRENDING
#1630
BEST RANK
Sep 28, 2026
FIRST APPEARANCE
Active
STATUS TODAY
pykeen has maintained a continuous presence across global trending indexes, peaking at #1630. Below is the 30-day activity profile:
๐ก Overview
pykeen is an open-source project written in Python: ๐ค A Python library for learning and evaluating knowledge graph embeddings .
Engineered for speed, consistency, and developer ease, it solves common hurdles in cuda, deep-learning, knowledge-base-completion. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
โก 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.
๐ฅ Installation
$ pip install pykeenโ System Requirements
Platforms
- โข macOS
- โข Linux
- โข Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
๐ง How It Works
pykeen 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.
๐ฏ Production Use Cases
Production System Integration
Embed pykeen 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.
๐ Getting Started
Install pykeen using your package manager: `pip install pykeen`
Initialize your project workspace or configuration file for pykeen.
Import pykeen into your codebase or invoke it directly from your terminal.
Execute your test suite or run `pykeen --help` to verify successful setup.
๐ Strengths
โ ๏ธ Considerations
โ Alternatives & Direct Competitors
๐ฅ Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
๐ Nearby in the Rankings
pykeen/pykeen is currently ranked #2,991 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #2,986 | microcks/microcks | Java | โ 2.1K | Compare โ |
| #2,987 | ml-explore/mlx-swift | C++ | โ 2.1K | Compare โ |
| #2,988 | eclipse-openvsx/openvsx | Java | โ 2K | Compare โ |
| #2,989 | spring-cloud/spring-cloud-config | Java | โ 2K | Compare โ |
| #2,990 | freerouting/freerouting | Java | โ 2K | Compare โ |
| #2,991 | pykeen/pykeen This Project | Python | โ 2K | |
| #2,992 | coder/xum | TypeScript | โ 2K | Compare โ |
| #2,992 | Comfy-Org/ComfyUI_frontend | TypeScript | โ 2K | Compare โ |
| #2,994 | andyrewlee/awesome-agent-orchestrators | โ | โ 2K | Compare โ |
| #2,995 | numtide/llm-agents.nix | Nix | โ 2K | Compare โ |
| #2,996 | GermanCoding/SyncTrayzor | C# | โ 2K | Compare โ |
Frequently Asked Questions
What does pykeen do? +
๐ค A Python library for learning and evaluating knowledge graph embeddings
What language is pykeen written in? +
The primary language is Python. Topics include: cuda, deep-learning, knowledge-base-completion, knowledge-graph-embeddings, knowledge-graphs.
Is pykeen actively maintained? +
Yes, the last recorded push was on Oct 2, 2026 with 123 open issues being tracked.
How many stars does pykeen have? +
pykeen has 2,045 stars and 227 forks on GitHub.
How does pykeen rank among GitHub repositories? +
With 2,045 stars, pykeen/pykeen is ranked #2,991 globally across all repositories tracked on GitHubRepo and #411 among Python projects.
What license is pykeen distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
