facebookresearch/balance
The balance python package offers a simple workflow and methods for dealing with biased data samples when looking to infer from them to some target population of interest.
⚡ Executive Summary & Quick Facts
Authoritative Sourcebalance is balance is an open-source project written in Python: The balance python package offers a simple workflow and methods for dealing with biased data samples when looking to infer from them to some target population of interest..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), facebookresearch/balance has accumulated 779 GitHub stars and 62 forks. It is written in Python, licensed under MIT, and ranks #9,983 globally. It is actively maintained with the latest commit recorded on Nov 13, 2026.”
| Repository | facebookresearch/balance ↗ |
|---|---|
| Primary Category | developer tools |
| Language & Stack | Python |
| Software License | MIT |
| Community Traction | ★ 779 stars · ⑂ 62 forks · #9,983 globally |
| Maintenance | ● Active (Last commit: Nov 13, 2026) · 26 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, balance is actively maintained. Continuous telemetry recorded the last code commit on Nov 13, 2026 (0 days ago). Supported by 779 stars and 62 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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+19
STARS · LAST 30 DAYS
1
PER DAY
#1,441
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +19 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
balance gained 19 stars in the last 30 days, about 1 a day, and now has 779. It is about 4 years old and has averaged roughly 195 stars a year. It ranks #1,441 among Python repositories and #9,983 across all languages on GitHubRepo.
Trending Record
1
DAYS ON TRENDING
#14010
BEST RANK
Nov 13, 2026
FIRST APPEARANCE
Active
STATUS TODAY
balance has maintained a continuous presence across global trending indexes, peaking at #14010. Below is the 30-day activity profile:
💡 Overview
balance is an open-source project written in Python: The balance python package offers a simple workflow and methods for dealing with biased data samples when looking to infer from them to some target population of interest.
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 balance⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
balance 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 balance 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.
🚀 Getting Started
Install balance using your package manager: `pip install balance`
Initialize your project workspace or configuration file for balance.
Import balance into your codebase or invoke it directly from your terminal.
Execute your test suite or run `balance --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
facebookresearch/balance is currently ranked #9,983 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #9,973 | samuelfaj/distill | Rust | ★ 781 | Compare ↗ |
| #9,979 | Fody/MethodTimer | C# | ★ 780 | Compare ↗ |
| #9,979 | dgageot/demoit | JavaScript | ★ 780 | Compare ↗ |
| #9,979 | argoproj-labs/gitops-promoter | Go | ★ 780 | Compare ↗ |
| #9,979 | flashrt-project/FlashRT | C++ | ★ 780 | Compare ↗ |
| #9,983 | facebookresearch/balance This Project | Python | ★ 779 | |
| #9,983 | gre/gl-transition-libs | JavaScript | ★ 779 | Compare ↗ |
| #9,983 | buildfarm/buildfarm | Java | ★ 779 | Compare ↗ |
| #9,983 | jonathanpeppers/dotnes | C# | ★ 779 | Compare ↗ |
| #9,983 | awslabs/soci-snapshotter | Go | ★ 779 | Compare ↗ |
| #9,983 | abhinav/git-spice | Go | ★ 779 | Compare ↗ |
Frequently Asked Questions
What does balance do? +
The balance python package offers a simple workflow and methods for dealing with biased data samples when looking to infer from them to some target population of interest.
Is balance actively maintained in 2026? +
Yes, balance is actively maintained. The latest code push was recorded on Nov 13, 2026 (0 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 779 stars and 26 open issues.
What language is balance written in? +
The primary language is Python. Topics include: software.
How many stars does balance have? +
balance has 779 stars and 62 forks on GitHub.
How does balance rank among GitHub repositories? +
With 779 stars, facebookresearch/balance is ranked #9,983 globally across all repositories tracked on GitHubRepo and #1,441 among Python projects.
What license is balance distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
