BAyesian Model-Building Interface (Bambi) in Python.
⚡ Executive Summary & Quick Facts
Authoritative Sourcebambi is bambi is an open-source project written in Python: BAyesian Model-Building Interface (Bambi) in Python..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), bambinos/bambi has accumulated 1,307 GitHub stars and 157 forks. It is written in Python, licensed under MIT, and ranks #7,356 globally. It is actively maintained with the latest commit recorded on Nov 12, 2026.”
| Repository | bambinos/bambi ↗ |
|---|---|
| Primary Category | bayesian inference |
| Language & Stack | Python |
| Software License | MIT |
| Community Traction | ★ 1.3K stars · ⑂ 157 forks · #7,356 globally |
| Maintenance | ● Active (Last commit: Nov 12, 2026) · 138 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: 97/100 · Grade A+Yes, bambi is actively maintained. Continuous telemetry recorded the last code commit on Nov 12, 2026 (0 days ago). Supported by 1,307 stars and 157 community forks, this repository holds a calculated health index of 97/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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+33
STARS · LAST 30 DAYS
1
PER DAY
#1,066
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +33 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
bambi gained 33 stars in the last 30 days, about 1 a day, and now has 1.3K. It is about 10 years old and has averaged roughly 131 stars a year. It ranks #1,066 among Python repositories and #7,356 across all languages on GitHubRepo.
Trending Record
1
DAYS ON TRENDING
#12363
BEST RANK
Nov 12, 2026
FIRST APPEARANCE
Active
STATUS TODAY
bambi has maintained a continuous presence across global trending indexes, peaking at #12363. Below is the 30-day activity profile:
💡 Overview
bambi is an open-source project written in Python: BAyesian Model-Building Interface (Bambi) in Python.
Engineered for speed, consistency, and developer ease, it solves common hurdles in bayesian-inference, bayesian-statistics, 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 bambi⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
bambi 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 bambi 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 bambi using your package manager: `pip install bambi`
Initialize your project workspace or configuration file for bambi.
Import bambi into your codebase or invoke it directly from your terminal.
Execute your test suite or run `bambi --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
bambinos/bambi is currently ranked #7,356 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #7,348 | JuliaLang/juliaup | Rust | ★ 1.3K | Compare ↗ |
| #7,352 | minio/minio-java | Java | ★ 1.3K | Compare ↗ |
| #7,352 | supabase/supabase-swift | Swift | ★ 1.3K | Compare ↗ |
| #7,354 | android/kotlin-multiplatform-samples | Kotlin | ★ 1.3K | Compare ↗ |
| #7,354 | mikehasa/golive-skill | TypeScript | ★ 1.3K | Compare ↗ |
| #7,356 | bambinos/bambi This Project | Python | ★ 1.3K | |
| #7,356 | samg/diffy | Ruby | ★ 1.3K | Compare ↗ |
| #7,356 | inko-lang/inko | Rust | ★ 1.3K | Compare ↗ |
| #7,356 | spatie/laravel-model-states | PHP | ★ 1.3K | Compare ↗ |
| #7,356 | lasantosr/intelli-shell | Rust | ★ 1.3K | Compare ↗ |
| #7,361 | pymc-labs/pymc-marketing | Python | ★ 1.3K | Compare ↗ |
Frequently Asked Questions
What does bambi do? +
BAyesian Model-Building Interface (Bambi) in Python.
Is bambi actively maintained in 2026? +
Yes, bambi is actively maintained. The latest code push was recorded on Nov 12, 2026 (0 days ago). It holds a calculated Maintenance Health Score of 97/100 (A+ rating) with 1,307 stars and 138 open issues.
What language is bambi written in? +
The primary language is Python. Topics include: bayesian-inference, bayesian-statistics, python, regression-models, statistical-analysis.
How many stars does bambi have? +
bambi has 1,307 stars and 157 forks on GitHub.
How does bambi rank among GitHub repositories? +
With 1,307 stars, bambinos/bambi is ranked #7,356 globally across all repositories tracked on GitHubRepo and #1,066 among Python projects.
What license is bambi distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
