tapoooooty/hypergrad
HIP-3 perp DEX on Hyperliquid for Solana memecoins graduating from pump.fun. GRAD index perp from $500K, own perps for coins that hold.
⚡ Executive Summary & Quick Facts
Authoritative Sourcehypergrad is hypergrad is an open-source project written in Python: HIP-3 perp DEX on Hyperliquid for Solana memecoins graduating from pump.fun. GRAD index perp from $500K, own perps for coins that hold..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), tapoooooty/hypergrad has accumulated 132 GitHub stars and 26 forks. It is written in Python, licensed under MIT, and ranks #19,568 globally. It is actively maintained with the latest commit recorded on Oct 29, 2026.”
| Repository | tapoooooty/hypergrad ↗ |
|---|---|
| Primary Category | defi |
| Language & Stack | Python |
| Software License | MIT |
| Community Traction | ★ 132 stars · ⑂ 26 forks · #19,568 globally |
| Maintenance | ● Active (Last commit: Oct 29, 2026) · 0 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: 93/100 · Grade A+Yes, hypergrad is actively maintained. Continuous telemetry recorded the last code commit on Oct 29, 2026 (2 days ago). Supported by 132 stars and 26 community forks, this repository holds a calculated health index of 93/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
Add Live Star History & Verified Badges to README.md
Keep your repository README looking professional and dynamic. As our continuous crawler records new stars, these official SVG badges update in real time with zero maintenance.
Renders your high-resolution star trajectory chart right inside your GitHub README or project docs.
[](https://githubrepo.cloud/repo/tapoooooty/hypergrad?utm_source=readme_chart)Compact badges for your README header. Real-time stars, velocity, health audit, and rank.
[](https://githubrepo.cloud/repo/tapoooooty/hypergrad?utm_source=readme_badge) [](https://githubrepo.cloud/repo/tapoooooty/hypergrad?utm_source=readme_badge) [](https://githubrepo.cloud/repo/tapoooooty/hypergrad?utm_source=readme_badge) [](https://githubrepo.cloud/repo/tapoooooty/hypergrad?utm_source=readme_badge) [](https://githubrepo.cloud/repo/tapoooooty/hypergrad?utm_source=readme_badge)Momentum
+10
STARS · LAST 30 DAYS
1
PER DAY
#2,498
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 |
hypergrad gained 10 stars in the last 30 days, about 1 a day, and now has 132. It is about 1 year old and has averaged roughly 132 stars a year. It ranks #2,498 among Python repositories and #19,568 across all languages on GitHubRepo.
Trending Record
1
DAYS ON TRENDING
#18757
BEST RANK
Oct 31, 2026
FIRST APPEARANCE
Active
STATUS TODAY
hypergrad has maintained a continuous presence across global trending indexes, peaking at #18757. Below is the 30-day activity profile:
💡 Overview
hypergrad is an open-source project written in Python: HIP-3 perp DEX on Hyperliquid for Solana memecoins graduating from pump.fun. GRAD index perp from $500K, own perps for coins that hold.
Engineered for speed, consistency, and developer ease, it solves common hurdles in defi, hip-3, hyperliquid. 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 hypergrad⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
hypergrad 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
Modern Web Interfaces
Build dynamic, responsive user experiences with component-driven architecture.
Enterprise Design Systems
Standardize design tokens, accessible widgets, and themes across engineering teams.
Interactive Data Dashboards
Render real-time telemetry, user feeds, and analytics with sub-millisecond updates.
Cross-Platform Web Apps
Deploy performant single-page applications optimized for both mobile and desktop browsers.
🚀 Getting Started
Install hypergrad using your package manager: `pip install hypergrad`
Initialize your project workspace or configuration file for hypergrad.
Import hypergrad into your codebase or invoke it directly from your terminal.
Execute your test suite or run `hypergrad --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
tapoooooty/hypergrad is currently ranked #19,568 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #19,496 | unclebob/crapper | Python | ★ 133 | Compare ↗ |
| #19,496 | Jakeschincariol/master-skills | Python | ★ 133 | Compare ↗ |
| #19,496 | fendouai/awesome-embodied-ai | Python | ★ 133 | Compare ↗ |
| #19,496 | chekusu/sofatap | Swift | ★ 133 | Compare ↗ |
| #19,496 | AIDotNet/TKCode.Arc | C# | ★ 133 | Compare ↗ |
| #19,568 | tapoooooty/hypergrad This Project | Python | ★ 132 | |
| #19,568 | jerem/psdparse | Python | ★ 132 | Compare ↗ |
| #19,568 | jqr/php-serialize | Ruby | ★ 132 | Compare ↗ |
| #19,568 | adzap/active_enum | Ruby | ★ 132 | Compare ↗ |
| #19,568 | WPDevelopers/disable-comments | PHP | ★ 132 | Compare ↗ |
| #19,568 | openstack/tooz | Python | ★ 132 | Compare ↗ |
Frequently Asked Questions
What does hypergrad do? +
HIP-3 perp DEX on Hyperliquid for Solana memecoins graduating from pump.fun. GRAD index perp from $500K, own perps for coins that hold.
Is hypergrad actively maintained in 2026? +
Yes, hypergrad is actively maintained. The latest code push was recorded on Oct 29, 2026 (2 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 132 stars and 0 open issues.
What language is hypergrad written in? +
The primary language is Python. Topics include: defi, hip-3, hyperliquid, market-maker, memecoins.
How many stars does hypergrad have? +
hypergrad has 132 stars and 26 forks on GitHub.
How does hypergrad rank among GitHub repositories? +
With 132 stars, tapoooooty/hypergrad is ranked #19,568 globally across all repositories tracked on GitHubRepo and #2,498 among Python projects.
What license is hypergrad distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
