tensorflow/tensorflow
An Open Source Machine Learning Framework for Everyone
Star History
Momentum
+5K
STARS · LAST 30 DAYS
167
PER DAY
#1
MOST-STARRED C++
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +1.2K | +5K | +15K |
| Per day | 167 | 167 | 167 |
| Forks gained | +389 | +1.6K | +3.9K |
tensorflow gained 5K stars in the last 30 days, about 167 a day, and now has 200.6K. It is about 11 years old and has averaged roughly 18.2K stars a year. It ranks #1 among C++ repositories and #19 across all languages on GitHubRepo.
Trending Record
6
DAYS ON TRENDING
#19
BEST RANK
Sep 23, 2026
FIRST APPEARANCE
Active
STATUS TODAY
tensorflow has maintained a continuous presence across global trending indexes, peaking at #19. Below is the 30-day activity profile:
💡 Overview
tensorflow is an open-source project written in C++: An Open Source Machine Learning Framework for Everyone.
Engineered for speed, consistency, and developer ease, it solves common hurdles in deep-learning, deep-neural-networks, distributed. 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/tensorflow/tensorflow.git
cd tensorflow⚙ 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
tensorflow 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
Production System Integration
Embed tensorflow into C++ 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 tensorflow using your package manager: `git clone https://github.com/tensorflow/tensorflow.git`
Initialize your project workspace or configuration file for tensorflow.
Import tensorflow into your codebase or invoke it directly from your terminal.
Execute your test suite or run `tensorflow --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
tensorflow/tensorflow is currently ranked #19 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #14 | TheAlgorithms/Python | Python | ★ 225K | Compare ↗ |
| #15 | vuejs/vue | TypeScript | ★ 212.8K | Compare ↗ |
| #16 | anomalyco/opencode | TypeScript | ★ 210.4K | Compare ↗ |
| #17 | ossu/computer-science | HTML | ★ 209.5K | Compare ↗ |
| #18 | DigitalPlatDev/FreeDomain | Markdown | ★ 201.4K | Compare ↗ |
| #19 | tensorflow/tensorflow This Project | C++ | ★ 200.6K | |
| #20 | trekhleb/javascript-algorithms | JavaScript | ★ 196.8K | Compare ↗ |
| #21 | ultraworkers/claw-code | Rust | ★ 195.3K | Compare ↗ |
| #22 | yt-dlp/yt-dlp | Python | ★ 193.9K | Compare ↗ |
| #23 | microsoft/vscode | TypeScript | ★ 193.2K | Compare ↗ |
| #24 | massgravel/Microsoft-Activation-Scripts | Batchfile | ★ 192.1K | Compare ↗ |
Frequently Asked Questions
What does tensorflow do? +
An Open Source Machine Learning Framework for Everyone
What language is tensorflow written in? +
The primary language is C++. Topics include: deep-learning, deep-neural-networks, distributed, machine-learning, ml.
Is tensorflow actively maintained? +
Yes, the last recorded push was on Sep 28, 2026 with 3,345 open issues being tracked.
How many stars does tensorflow have? +
tensorflow has 200,585 stars and 77,820 forks on GitHub.
How does tensorflow rank among GitHub repositories? +
With 200,585 stars, tensorflow/tensorflow is ranked #19 globally across all repositories tracked on GitHubRepo and #1 among C++ projects.
What license is tensorflow distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
