ESPnet Model Zoo
⚡ Executive Summary & Quick Facts
Authoritative Sourceespnet_model_zoo is espnet_model_zoo is an open-source project written in Python: ESPnet Model Zoo..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of October 2026), espnet/espnet_model_zoo has accumulated 260 GitHub stars and 44 forks. It is written in Python, licensed under Apache-2.0, and ranks #14,165 globally. It is actively maintained with the latest commit recorded on Oct 6, 2026.”
| Repository | espnet/espnet_model_zoo ↗ |
|---|---|
| Primary Category | developer tools |
| Language & Stack | Python |
| Software License | Apache-2.0 |
| Community Traction | ★ 260 stars · ⑂ 44 forks · #14,165 globally |
| Maintenance | ● Active (Last commit: Oct 6, 2026) · 16 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: 88/100 · Grade AYes, espnet_model_zoo is actively maintained. Continuous telemetry recorded the last code commit on Oct 6, 2026 (24 days ago). Supported by 260 stars and 44 community forks, this repository holds a calculated health index of 88/100, reflecting regular maintenance (24 days ago) and healthy issue cadence.
Star History
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+10
STARS · LAST 30 DAYS
1
PER DAY
#1,808
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +3 | +10 |
espnet_model_zoo gained 10 stars in the last 30 days, about 1 a day, and now has 260. It is about 6 years old and has averaged roughly 43 stars a year. It ranks #1,808 among Python repositories and #14,165 across all languages on GitHubRepo.
Trending Record
23
DAYS ON TRENDING
#8634
BEST RANK
Oct 6, 2026
FIRST APPEARANCE
Active
STATUS TODAY
espnet_model_zoo has maintained a continuous presence across global trending indexes, peaking at #8634. Below is the 30-day activity profile:
💡 Overview
espnet_model_zoo is an open-source project written in Python: ESPnet Model Zoo.
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 espnet_model_zoo⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
espnet_model_zoo 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 espnet_model_zoo 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 espnet_model_zoo using your package manager: `pip install espnet_model_zoo`
Initialize your project workspace or configuration file for espnet_model_zoo.
Import espnet_model_zoo into your codebase or invoke it directly from your terminal.
Execute your test suite or run `espnet_model_zoo --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
espnet/espnet_model_zoo is currently ranked #14,165 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #14,141 | qf-studio/navigator | Python | ★ 261 | Compare ↗ |
| #14,141 | Howard20181/HyperPasskey | Java | ★ 261 | Compare ↗ |
| #14,141 | xberg-io/liter-llm | Rust | ★ 261 | Compare ↗ |
| #14,141 | crmne/archspec | Ruby | ★ 261 | Compare ↗ |
| #14,141 | elripalda/RecompStore | C++ | ★ 261 | Compare ↗ |
| #14,165 | espnet/espnet_model_zoo This Project | Python | ★ 260 | |
| #14,165 | espen/balder | HTML | ★ 260 | Compare ↗ |
| #14,165 | zorgnax/libtap | C | ★ 260 | Compare ↗ |
| #14,165 | OrienteerBAP/Orienteer | Java | ★ 260 | Compare ↗ |
| #14,165 | maralla/pack | Rust | ★ 260 | Compare ↗ |
| #14,165 | HouzuoGuo/laitos | Go | ★ 260 | Compare ↗ |
Frequently Asked Questions
What does espnet_model_zoo do? +
ESPnet Model Zoo
Is espnet_model_zoo actively maintained in 2026? +
Yes, espnet_model_zoo is actively maintained. The latest code push was recorded on Oct 6, 2026 (24 days ago). It holds a calculated Maintenance Health Score of 88/100 (A rating) with 260 stars and 16 open issues.
What language is espnet_model_zoo written in? +
The primary language is Python. Topics include: software.
How many stars does espnet_model_zoo have? +
espnet_model_zoo has 260 stars and 44 forks on GitHub.
How does espnet_model_zoo rank among GitHub repositories? +
With 260 stars, espnet/espnet_model_zoo is ranked #14,165 globally across all repositories tracked on GitHubRepo and #1,808 among Python projects.
What license is espnet_model_zoo distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
