Deep Learning Materials by Deep Learning Wizard
Start Learning Now
Please head to www.deeplearningwizard.com to start learning!
About This Repository
After careful deliberation, I have decided to gradually open-source our written deep learning materials that I have used to teach more than 3000 students worldwide across 120 countries through my video course, Practical Deep Learning with Pytorch.
As this is a very new effort to open-source my materials, it's still a work-in-progress. Please bear with me while I clean it up.
This repository powers the main open-source Deep Learning Wizard website www.deeplearningwizard.com.
Always Latest PyTorch Version
We always provide the latest PyTorch version (currently 0.4 or 1.0 pre-release) so that you will be learning up-to-date code!
About Deep Learning Wizard
We deploy a top-down approach that enables you to grasp deep learning theories and code easily and quickly. We have open-sourced all our materials through our Deep Learning Wizard Wikipedia. For visual learners, feel free to sign up for our video course and join over 2300 deep learning wizards.
To this date, we have taught thousands of students across more than 120+ countries from students as young as 15 to postgraduates and professionals in leading MNCs and research institutions around the world.
We are openly calling people to contribute to this repository for errors. Feel free to create a pull request.
Editors and Supporters
- Jie Fu, Editor (Postdoc in Montreal Institute for Learning Algorithms (MILA))
- Alfredo Canziani, Supporter (Postdoc in NYU under Yann Lecun)
- Marek Bardonski, Supporter (Global Head of Deep Learning, Sigmoidal)
Bugs and Improvements
Feel free to report bugs and improvements via issues. Or just simply try to pull to make any improvements/corrections.
If you find the materials useful, like the diagrams or content, feel free to cite this repository.