Scope of the workshop
This will be a theory and hands-on workshop. The theory part will be focused towards explaining the fundamentals and giving reasons for various design decisions during the implementation.
Sections of the workshop
- The basics.
- Implementing a neural Network.
- Computational Graph and implementing auto grad.
- Implementing your very own nabla framework.
What do you need to know/have a priori!
- A laptop with good battery backup.
- A python environment installed and ready to go (python3 and numpy latest versions).
- Some basic knowledge in how neural networks work.