Index

This will provide information and references for base-level AI for more simplified understanding of the field

Higher-level Frameworks

Higher level frameworks minimize the lines of code needed to make a model and keep track of everything.

• Catalyst Framework for boiler-plate minimal ML calling using pytorch.

Lightning

• Lightning + Hydra Uses the [lightning] framework with Hydra-based config management.
• Lightning Hugging face adapter

Must-have knowledge

• AI cannon by a16z

Network Figures

Being able to see the 'structure' of some neural networks make it easier to understand, and more aesthetic.

• PlotNeuralNet and a nice writeup on how to use it.