hosseinmoein/DataFrame
C++ DataFrame for statistical, financial, and ML analysis in modern C++
⚡ Executive Summary & Quick Facts
Authoritative SourceDataFrame is DataFrame is an open-source project written in C++: C++ DataFrame for statistical, financial, and ML analysis in modern C++..
| Repository | hosseinmoein/DataFrame ↗ |
|---|---|
| Primary Category | ai |
| Language & Stack | C++ |
| Software License | BSD-3-Clause |
| Community Traction | ★ 3K stars · ⑂ 361 forks · #3,612 globally |
| Maintenance | ● Active (Last commit: Oct 19, 2026) · 0 open issues |
| Target Audience | Developers and engineering teams building with C++, seeking reliable, tested, and actively maintained tooling for production workloads. |
Star History
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+75
STARS · LAST 30 DAYS
3
PER DAY
#278
MOST-STARRED C++
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +75 | +270 |
| Per day | 1 | 3 | 3 |
| Forks gained | +0 | +7 | +18 |
DataFrame gained 75 stars in the last 30 days, about 3 a day, and now has 3K. It is about 9 years old and has averaged roughly 332 stars a year. It ranks #278 among C++ repositories and #3,612 across all languages on GitHubRepo.
Trending Record
7
DAYS ON TRENDING
#6287
BEST RANK
Oct 19, 2026
FIRST APPEARANCE
Active
STATUS TODAY
DataFrame has maintained a continuous presence across global trending indexes, peaking at #6287. Below is the 30-day activity profile:
💡 Overview
DataFrame is an open-source project written in C++: C++ DataFrame for statistical, financial, and ML analysis in modern C++.
Engineered for speed, consistency, and developer ease, it solves common hurdles in ai, cpp, data-analysis. 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 C++ 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
$ git clone https://github.com/hosseinmoein/DataFrame.git
cd DataFrame⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
C++20 compliant compiler (GCC 11+, Clang 13+, MSVC)
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
DataFrame coordinates its core functionality through a modular C++ 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 DataFrame.
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 DataFrame using your package manager: `git clone https://github.com/hosseinmoein/DataFrame.git`
Initialize your project workspace or configuration file for DataFrame.
Import DataFrame into your codebase or invoke it directly from your terminal.
Execute your test suite or run `DataFrame --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with C++, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
hosseinmoein/DataFrame is currently ranked #3,612 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
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| #3,612 | hosseinmoein/DataFrame This Project | C++ | ★ 3K | |
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Frequently Asked Questions
What does DataFrame do? +
C++ DataFrame for statistical, financial, and ML analysis in modern C++
What language is DataFrame written in? +
The primary language is C++. Topics include: ai, cpp, data-analysis, data-science, dataframe.
Is DataFrame actively maintained? +
Yes, the last recorded push was on Oct 19, 2026 with 0 open issues being tracked.
How many stars does DataFrame have? +
DataFrame has 2,992 stars and 361 forks on GitHub.
How does DataFrame rank among GitHub repositories? +
With 2,992 stars, hosseinmoein/DataFrame is ranked #3,612 globally across all repositories tracked on GitHubRepo and #278 among C++ projects.
What license is DataFrame distributed under? +
The repository reports a BSD-3-Clause license. Always verify the repository LICENSE file for legal terms.
