neural-networks

I have recently started working through Neural Networks: Zero to Hero, Andrej Karpathy’s excellent AI course. In the first video, he demonstrates how to build micrograd, a library that can be used to implement backpropagation, the algorithm used to train neural networks. As an exercise, I tried to reimplement it in JavaScript to check my understanding. I was able to do it mostly from memory which is a testament to Andrej’s qualities as a teacher....

OpenAI API: If you want to call OpenAI’s models (e.g. ChatGPT) programmatically or build AI-based products. Neural Networks: Zero to Hero: If you want to understand how GPT works from the ground up (I’ve only watched the first two videos but they’ve been fantastic). A simple Python implementation of the ReAct pattern for LLMs: How a simple plugin system works. Prompt injection: What’s the worst that can happen?: The most serious vulnerability of GPT-based applications....