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Engineer1999/A-Curated-List-of-ML-System-Design-Case-Studies

A curated collection of 300+ case studies from 80+ companies, detailing practical ML system design insights.

9.3K
Stable
ML Ops
Tutorials & Courses
#machine-learning#system-design#case-studies

waoowaooAI/waoowaoo

Industrial AI Agent platform for end-to-end film & video production with Hollywood-standard workflows

8.3K
Active
TypeScript
Agents & Orchestration
AI Pipeline Tools
TypeScript
#ai-agents#film-production#video-generation

PaddlePaddle/ERNIE

ERNIE is an industrial-grade development toolkit based on PaddlePaddle for building AI-powered applications.

7.7K
Active
Python
LLM Frameworks
AI Code Editors
Python
#ernie#llm#transformer

recastnavigation/recastnavigation

An industry-standard navigation-mesh toolset for games, focused on AI-driven crowd simulation and pathfinding.

7.6K
Active
C++
Agents & Orchestration
Game AI
#ai#crowd-simulation#pathfinding

firmai/industry-machine-learning

A curated collection of practical machine learning and data science notebooks and libraries across different industries.

7.4K
Archived
Jupyter Notebook
Machine Learning Ops
Databases
Jupyter Notebook
#data-science#machine-learning#jupyter-notebook

MariaDB/server

Open-source relational database management system (RDBMS) for building data-driven applications.

7.3K
Active
C++
Databases
Realtime
#database#rdbms#sql

PixarAnimationStudios/OpenUSD

PixarAnimationStudios/OpenUSD is a C++ library for the Universal Scene Description (USD) format used in the VFX industry.

7.1K
Active
C++
Backend & APIs
CLI Tools
#vfx#graphics#3d-modeling

EasyDarwin/EasyDarwin

Open-source, high-performance RTSP streaming server with optimization for streaming relay, KeyFrame cache, RESTful API, and web management.

6.8K
Active
HTML
API Frameworks
Backend Frameworks
#rtsp#rtsp-server#streaming

meituan/YOLOv6

A high-performance object detection framework for industrial applications, built with PyTorch.

5.9K
Archived
Jupyter Notebook
Computer Vision
PyTorch
#object-detection#deep-learning#industrial-applications

KhronosGroup/MoltenVK

MoltenVK is a Vulkan Portability implementation that enables Vulkan applications to run on macOS, iOS, and tvOS.

5.5K
Active
Objective-C++
Backend Frameworks
Cross-Platform
#vulkan#metal#graphics

Dash-Industry-Forum/dash.js

A reference implementation for playing MPEG DASH videos in the browser using JavaScript.

5.5K
Active
JavaScript
Frontend Frameworks
API Frameworks
JavaScript
#video-playback#adaptive-bitrate-streaming#dash

tnfe/TNT-Weekly

A curated weekly newsletter for front-end developers to stay up-to-date with industry news and trends.

5.4K
Archived
Component Libraries (React)
Frontend Frameworks
React
#frontend#javascript#weekly-newsletter

solidusio/solidus

Solidus is an open-source ecommerce framework built on Ruby on Rails for industry-leading online stores.

5.3K
Active
Ruby
API Frameworks
Full-Stack Frameworks
Rails
#ecommerce#framework#rails

dgiot/dgiot

Open source IoT platform for industrial automation with low-code development and multi-industrial protocols compatibility

5.0K
Experimental
Erlang
Erlang
#iot-platform#industrial-iot#low-code

iGaoWei/BigDataView

BigDataView provides a collection of HTML5 big data visualization templates for various industries.

5.0K
Stable
JavaScript
Charts & Visualization
React
#bigdata#echarts#html-template

brave-people/brave-tech-interview

A developer resource for tech interviews, with insights from industry professionals across Korea and Silicon Valley.

4.4K
Archived
Tutorials & Courses
GitHub Profiles
#interview-prep#developer-community#career-advice

crate/crate

CrateDB is a distributed, scalable SQL database for storing and analyzing massive amounts of data in near real-time.

4.4K
Active
Java
Databases
API Frameworks
#database#distributed#scalable

alibaba/x-deeplearning

An industrial deep learning framework for high-dimension sparse data

4.3K
Archived
PureBasic
LLM Frameworks
API Frameworks
#deep-learning#sparse-data#industrial

TarrySingh/Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials

A comprehensive collection of tutorials and resources for AI, deep learning, and machine learning in Python.

4.0K
Experimental
Python
Learning & Education
Backend & APIs
Python
#artificial-intelligence#machine-learning#deep-learning

HuaizhengZhang/AI-Infra-from-Zero-to-Hero

A comprehensive collection of resources and tutorials for building AI infrastructure and systems.

3.7K
Experimental
LLM Frameworks
ML Ops
#ai-infrastructure#machine-learning#llm

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