Open Source Resources

Artificial Intelligent

(A.I.) Natural Languages

Deep Learning Recommendation
Website : https://github.com/DeepRec-AI/DeepRec
Article : https://www.oschina.net/news/208619

MiniGPT   https://github.com/karpathy/nanoGPT
4GB LLaMA   https://github.com/juncongmoo/pyllama
Bittorrent Style ML   https://github.com/bigscience-workshop/petals
Dolly 2.0   https://www.youtube.com/watch?v=grEp5jipOtg
Facebook LLAMA   https://github.com/facebookresearch/llama
Stanford Alpaca  https://crfm.stanford.edu/2023/03/13/alpaca.html
RedPajama-Data  https://github.com/togethercomputer/RedPajama-Data

StarCoder
Website : https://huggingface.co/blog/starcoder
Website : https://huggingface.co/chat

Image Bind
Website : https://ai.facebook.com/blog/imagebind-six-modalities-binding-ai/

(A.I.) Vision

Auto Driving
Website : https://comma.ai/openpilot
Article : https://en.wikipedia.org/wiki/Openpilot

Label Inspection
Website : https://docs.edgeimpulse.com/experts/prototype-and-concept-projects/label-inspection

Models Zoo
Website : https://github.com/opencv/opencv_zoo

Simulation

Open AI Gym
Website : https://gymnasium.farama.org/

Reinforcement Learning
Website : https://farama.org/projects

Computational Fluid Dynamics (CFD)
Website : https://www.code-saturne.org/cms/web/
Article : https://www.cnx-software.com/2022/11/24/optimize-thermal-design-code_saturne-open-source-cfd-software/

Robotic

3D Printed AGV
Website : https://www.scuttlerobot.org/

Robotics Systems (Robotic Operating System)
Website : https://www.openrobotics.org/
Tutorial : https://github.com/noshluk2/ROS-Ultimate-guide-for-Custom-Robotic-Arms-and-Panda-7-DOF-

Spinning Machine
Website : https://www.studiohilo.com/hilo-spinning-machine
Introduction : https://www.youtube.com/watch?v=w81amSBLax8

6 Axis Controller
Website : https://www.youtube.com/watch?v=P2O8KCmVjU0

Design

Design Prototyping 
Website : https://penpot.app/

Geospatial information
Website : https://www.civtak.org/
Article : https://hackaday.com/2022/09/08/the-tak-ecosystem-military-coordination-goes-open-source/

Open Source Platform

Open Source Information
Website : https://oss-compass.org/

Open Source Electronics Hardware (Chinese)
Website : https://oshwhub.com/explore

Simulation 3D robotic benchmarking
Website : https://robotbenchmark.net/
Article : https://www.instagram.com/reel/CjDODLEqEi2/?igshid=MDJmNzVkMjY%3D

E-commerce

Ecommerce platform
Website : https://oroinc.com/

 

Computer Sciences

Software Development

Developer Portal
Website : https://backstage.io/
Article : https://techcrunch.com/2022/12/15/spotifys-plan-to-monetize-its-open-source-backstage-developer-project/

Image Processing Development
Website : https://github.com/cyysky/FMCV_DEVELOPER
Tutorial : https://youtu.be/42NhnjC3JeI

Operation System (Linux Distro)

EulerOS
Website : https://www.openeuler.org/en/
Website : https://developer.huaweicloud.com/intl/en-us/euleros/index.html

Computers

Microcontroller
Website : https://www.arduino.cc/

Programable Logical Controller (PLC)
Website : https://www.arduino.cc/pro/platform-hardware/
Article :https://blog.arduino.cc/2022/12/06/being-a-plc-engineer-just-became-a-lot-easier/

 

Why Open Source

Just For Fun 🙂
Article : https://knowledge.wharton.upenn.edu/article/how-linus-torvalds-found-fun-and-a-new-operating-system/

The human cost of neurotechnology failure
Article : https://www.nature.com/immersive/d41586-022-03810-5/index.html

Acceleration
Website : https://github.blog/2023-03-09-how-github-accelerates-development-for-embedded-systems/

 

Open Source Channels

Awesome Open Source Youtube Channel
Videos : https://www.youtube.com/@AwesomeOpenSource/videos