Actuarial reserving in Python, triangle data manipulation, link ratios calculation, and IBNR models.
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+10
STARS · LAST 30 DAYS
1
PER DAY
#866
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 |
chainladder-python gained 10 stars in the last 30 days, about 1 a day, and now has 282. It is about 9 years old and has averaged roughly 31 stars a year. It ranks #866 among Python repositories and #7,063 across all languages on GitHubRepo.
Trending Record
1
DAYS ON TRENDING
#6708
BEST RANK
Oct 2, 2026
FIRST APPEARANCE
Active
STATUS TODAY
chainladder-python has maintained a continuous presence across global trending indexes, peaking at #6708. Below is the 30-day activity profile:
💡 Overview
chainladder-python is an open-source project written in Python: Actuarial reserving in Python, triangle data manipulation, link ratios calculation, and IBNR models.
Engineered for speed, consistency, and developer ease, it solves common hurdles in actuarial, actuary, chainladder. 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 chainladder-python⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
chainladder-python 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
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with chainladder-python.
Model Inference & Prompting
Integrate fast, local or cloud-hosted generative AI models directly into production code.
Context Memory & RAG
Augment language models with dynamic vector retrieval and structured project memory.
Developer Productivity
Automate repetitive engineering tasks, code generation, and test creation using AI agents.
🚀 Getting Started
Install chainladder-python using your package manager: `pip install chainladder-python`
Initialize your project workspace or configuration file for chainladder-python.
Import chainladder-python into your codebase or invoke it directly from your terminal.
Execute your test suite or run `chainladder-python --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
casact/chainladder-python is currently ranked #7,063 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
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| #7,057 | mojombo/primer | JavaScript | ★ 283 | Compare ↗ |
| #7,063 | casact/chainladder-python This Project | Python | ★ 282 | |
| #7,063 | jpwatts/django-positions | Python | ★ 282 | Compare ↗ |
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Frequently Asked Questions
What does chainladder-python do? +
Actuarial reserving in Python, triangle data manipulation, link ratios calculation, and IBNR models.
What language is chainladder-python written in? +
The primary language is Python. Topics include: actuarial, actuary, chainladder, estimators, pandas.
Is chainladder-python actively maintained? +
Yes, the last recorded push was on Oct 2, 2026 with 158 open issues being tracked.
How many stars does chainladder-python have? +
chainladder-python has 282 stars and 117 forks on GitHub.
How does chainladder-python rank among GitHub repositories? +
With 282 stars, casact/chainladder-python is ranked #7,063 globally across all repositories tracked on GitHubRepo and #866 among Python projects.
What license is chainladder-python distributed under? +
The repository reports a MPL-2.0 license. Always verify the repository LICENSE file for legal terms.
