inclusionAI/IDM
Official code for Intrinsic Distribution Matching (IDM).
⚡ Executive Summary & Quick Facts
Authoritative SourceIDM is IDM is an open-source project written in Python: Official code for Intrinsic Distribution Matching (IDM). ..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), inclusionAI/IDM has accumulated 126 GitHub stars and 3 forks. It is written in Python, licensed under Apache-2.0, and ranks #20,700 globally. It is actively maintained with the latest commit recorded on Oct 30, 2026.”
| Repository | inclusionAI/IDM ↗ |
|---|---|
| Primary Category | developer tools |
| Language & Stack | Python |
| Software License | Apache-2.0 |
| Community Traction | ★ 126 stars · ⑂ 3 forks · #20,700 globally |
| Maintenance | ● Active (Last commit: Oct 30, 2026) · 1 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, IDM is actively maintained. Continuous telemetry recorded the last code commit on Oct 30, 2026 (3 days ago). Supported by 126 stars and 3 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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+10
STARS · LAST 30 DAYS
1
PER DAY
#2,695
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
IDM gained 10 stars in the last 30 days, about 1 a day, and now has 126. It is about 1 year old and has averaged roughly 126 stars a year. It ranks #2,695 among Python repositories and #20,700 across all languages on GitHubRepo.
Trending Record
2
DAYS ON TRENDING
#19537
BEST RANK
Nov 1, 2026
FIRST APPEARANCE
Active
STATUS TODAY
IDM has maintained a continuous presence across global trending indexes, peaking at #19537. Below is the 30-day activity profile:
💡 Overview
IDM is an open-source project written in Python: Official code for Intrinsic Distribution Matching (IDM). .
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 IDM⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
IDM 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 IDM 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 IDM using your package manager: `pip install IDM`
Initialize your project workspace or configuration file for IDM.
Import IDM into your codebase or invoke it directly from your terminal.
Execute your test suite or run `IDM --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
inclusionAI/IDM is currently ranked #20,700 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #20,627 | malfite-labs/aix-skill | Python | ★ 127 | Compare ↗ |
| #20,627 | SifuInTheShell/Effigy | Python | ★ 127 | Compare ↗ |
| #20,627 | Ropedia/ropedia-w0 | Python | ★ 127 | Compare ↗ |
| #20,627 | Metamorfolog/file_action | C# | ★ 127 | Compare ↗ |
| #20,627 | Supra-3D/PhysAg3D | Python | ★ 127 | Compare ↗ |
| #20,700 | inclusionAI/IDM This Project | Python | ★ 126 | |
| #20,700 | heycarsten/email-veracity | Ruby | ★ 126 | Compare ↗ |
| #20,700 | p2k/pygowave-legacy | JavaScript | ★ 126 | Compare ↗ |
| #20,700 | agiliq/Dinette | Python | ★ 126 | Compare ↗ |
| #20,700 | waveto/node-compress | C++ | ★ 126 | Compare ↗ |
| #20,700 | miracle2k/android2po | Python | ★ 126 | Compare ↗ |
Frequently Asked Questions
What does IDM do? +
Official code for Intrinsic Distribution Matching (IDM).
Is IDM actively maintained in 2026? +
Yes, IDM is actively maintained. The latest code push was recorded on Oct 30, 2026 (3 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 126 stars and 1 open issues.
What language is IDM written in? +
The primary language is Python. Topics include: software.
How many stars does IDM have? +
IDM has 126 stars and 3 forks on GitHub.
How does IDM rank among GitHub repositories? +
With 126 stars, inclusionAI/IDM is ranked #20,700 globally across all repositories tracked on GitHubRepo and #2,695 among Python projects.
What license is IDM distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
