An easy-to-use framework for large scale recommendation algorithms.
⚡ Executive Summary & Quick Facts
Authoritative SourceTorchEasyRec is TorchEasyRec is an open-source project written in Python: An easy-to-use framework for large scale recommendation algorithms..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), alibaba/TorchEasyRec has accumulated 488 GitHub stars and 89 forks. It is written in Python, licensed under Apache-2.0, and ranks #12,523 globally. It is actively maintained with the latest commit recorded on Nov 10, 2026.”
| Repository | alibaba/TorchEasyRec ↗ |
|---|---|
| Primary Category | deepfm |
| Language & Stack | Python |
| Software License | Apache-2.0 |
| Community Traction | ★ 488 stars · ⑂ 89 forks · #12,523 globally |
| Maintenance | ● Active (Last commit: Nov 10, 2026) · 18 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: 93/100 · Grade A+Yes, TorchEasyRec is actively maintained. Continuous telemetry recorded the last code commit on Nov 10, 2026 (3 days ago). Supported by 488 stars and 89 community forks, this repository holds a calculated health index of 93/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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+12
STARS · LAST 30 DAYS
1
PER DAY
#1,697
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +12 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
TorchEasyRec gained 12 stars in the last 30 days, about 1 a day, and now has 488. It is about 2 years old and has averaged roughly 244 stars a year. It ranks #1,697 among Python repositories and #12,523 across all languages on GitHubRepo.
Trending Record
3
DAYS ON TRENDING
#14693
BEST RANK
Nov 10, 2026
FIRST APPEARANCE
Active
STATUS TODAY
TorchEasyRec has maintained a continuous presence across global trending indexes, peaking at #14693. Below is the 30-day activity profile:
💡 Overview
TorchEasyRec is an open-source project written in Python: An easy-to-use framework for large scale recommendation algorithms.
Engineered for speed, consistency, and developer ease, it solves common hurdles in deepfm, din, dlrm. 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 TorchEasyRec⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
TorchEasyRec 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 TorchEasyRec 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 TorchEasyRec using your package manager: `pip install TorchEasyRec`
Initialize your project workspace or configuration file for TorchEasyRec.
Import TorchEasyRec into your codebase or invoke it directly from your terminal.
Execute your test suite or run `TorchEasyRec --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
alibaba/TorchEasyRec is currently ranked #12,523 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #12,506 | istio/ztunnel | Rust | ★ 489 | Compare ↗ |
| #12,506 | k8sgpt-ai/k8sgpt-operator | Go | ★ 489 | Compare ↗ |
| #12,506 | discord/access | Python | ★ 489 | Compare ↗ |
| #12,506 | lifedever/TaskTick | Swift | ★ 489 | Compare ↗ |
| #12,506 | pgrundev/pgx | Rust | ★ 489 | Compare ↗ |
| #12,523 | alibaba/TorchEasyRec This Project | Python | ★ 488 | |
| #12,523 | martinrusev/django-redis-sessions | Python | ★ 488 | Compare ↗ |
| #12,523 | AndrewRadev/sideways.vim | Ruby | ★ 488 | Compare ↗ |
| #12,523 | kiwix/kiwix-js | JavaScript | ★ 488 | Compare ↗ |
| #12,523 | Admidio/admidio | PHP | ★ 488 | Compare ↗ |
| #12,523 | gchq/stroom | Java | ★ 488 | Compare ↗ |
Frequently Asked Questions
What does TorchEasyRec do? +
An easy-to-use framework for large scale recommendation algorithms.
Is TorchEasyRec actively maintained in 2026? +
Yes, TorchEasyRec is actively maintained. The latest code push was recorded on Nov 10, 2026 (3 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 488 stars and 18 open issues.
What language is TorchEasyRec written in? +
The primary language is Python. Topics include: deepfm, din, dlrm, dssm, hstu.
How many stars does TorchEasyRec have? +
TorchEasyRec has 488 stars and 89 forks on GitHub.
How does TorchEasyRec rank among GitHub repositories? +
With 488 stars, alibaba/TorchEasyRec is ranked #12,523 globally across all repositories tracked on GitHubRepo and #1,697 among Python projects.
What license is TorchEasyRec distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
