A pure python implementation of a neural network.
Star History
Momentum
+10
STARS · LAST 30 DAYS
1
PER DAY
#1,035
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 |
Python-Neural-Network gained 10 stars in the last 30 days, about 1 a day, and now has 82. It is about 17 years old and has averaged roughly 5 stars a year. It ranks #1,035 among Python repositories and #8,300 across all languages on GitHubRepo.
Trending Record
36
DAYS ON TRENDING
#100
BEST RANK
May 14, 2009
FIRST APPEARANCE
Active
STATUS TODAY
Python-Neural-Network has maintained a continuous presence across global trending indexes, peaking at #100. Below is the 30-day activity profile:
💡 Overview
Python-Neural-Network is an open-source project written in Python: A pure python implementation of a neural network.
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 Python-Neural-Network⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
Python-Neural-Network 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 Python-Neural-Network 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 source license.
🚀 Getting Started
Install Python-Neural-Network using your package manager: `pip install Python-Neural-Network`
Initialize your project workspace or configuration file for Python-Neural-Network.
Import Python-Neural-Network into your codebase or invoke it directly from your terminal.
Execute your test suite or run `Python-Neural-Network --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
jhoward/Python-Neural-Network is currently ranked #8,300 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #8,290 | nileshk/url-shortener | Python | ★ 83 | Compare ↗ |
| #8,290 | cporter202/job-data-apis-and-scrapers | JavaScript | ★ 83 | Compare ↗ |
| #8,290 | RobbyDwk/ZephyrRift | PHP | ★ 83 | Compare ↗ |
| #8,290 | vinamega/ZephyrState | PHP | ★ 83 | Compare ↗ |
| #8,290 | gesta-run/subpool | Go | ★ 83 | Compare ↗ |
| #8,300 | jhoward/Python-Neural-Network This Project | Python | ★ 82 | |
| #8,300 | ctagg/flickr | Ruby | ★ 82 | Compare ↗ |
| #8,300 | yariv/twoorl | Erlang | ★ 82 | Compare ↗ |
| #8,300 | evan/echoe | Ruby | ★ 82 | Compare ↗ |
| #8,300 | basecamp/libmemcached_store | Ruby | ★ 82 | Compare ↗ |
| #8,300 | twitter4r/twitter4r-core | Ruby | ★ 82 | Compare ↗ |
Frequently Asked Questions
What does Python-Neural-Network do? +
A pure python implementation of a neural network.
What language is Python-Neural-Network written in? +
The primary language is Python. Topics include: software.
Is Python-Neural-Network actively maintained? +
Yes, the last recorded push was on Nov 27, 2021 with 1 open issues being tracked.
How many stars does Python-Neural-Network have? +
Python-Neural-Network has 82 stars and 27 forks on GitHub.
How does Python-Neural-Network rank among GitHub repositories? +
With 82 stars, jhoward/Python-Neural-Network is ranked #8,300 globally across all repositories tracked on GitHubRepo and #1,035 among Python projects.
What license is Python-Neural-Network distributed under? +
No SPDX license identified yet. Code without a license is subject to copyright by default.
