# Notes - Neural Networks: Zero to Hero [Andrej's GitHub Repository](https://github.com/karpathy/nn-zero-to-hero)
[Andrej's YouTube](https://www.youtube.com/@AndrejKarpathy)
[Eureka Labs Discord](https://discord.com/invite/3zy8kqD9Cp) Jupyter Notebooks and Markdown files with detailed notes on Andrej Karpathy's tutorial series "Neural Networks: Zero to Hero", his talks and general audience videos. The notes aim to provide an additional overview and documentation of the concepts and techniques covered in the videos. ## Zero to Hero Tutorial Series

Video	Notes
	N001 - Building Micrograd
	N002 - Makemore 1
	N003 - Makemore 2 - MLP
	N004 - Makemore 3 - Activations, BatchNorm
	N005 - Makemore 4 - Becoming a Backprop Ninja
	N006 - Makemore 5 - WaveNet
	N007 - GPT From Scratch
	N008 - GPT Tokenizer
	N009 - Reproducing GPT-2

## General

Video	Notes
	G001 - Deep Dive into LLMs like ChatGPT
	G002 - How I Use LLMs

## Talks

Video	Notes
	T001 - State of GPT
	T002 - Intro to LLMs - Director's Cut
	T003 - Software in the era of AI

## Getting Started 1. Clone this repository to your local machine using the following command: ```bash git clone https://github.com/MK2112/nn-zero-to-hero-notes.git ``` 2. Navigate to the repository, make sure to run `pip install -r requirements.txt`. 3. Launch Jupyter Notebook by running the command: ```bash jupyter notebook ``` 4. Within Jupyter, navigate to the repository and open the desired notebook. The [general](#general) notes and the notes on [talks](#talks) are written in Markdown rather than Jupyter Notebooks. They can be viewed on GitHub just the same. For a best offline experience with Markdown, I suggest using [Obsidian](https://obsidian.md). ## Contributions Contributions are welcome and encouraged. If you find any errors, have suggestions for improvements, or want to add to the materials, please submit a pull request. ## Acknowledgments Thank you Andrej Karpathy for creating and sharing the "Neural Networks: Zero to Hero" tutorial series. Find more of Andrej's work on his [GitHub](https://github.com/karpathy) and [𝕏/Twitter](https://x.com/karpathy). ## License MIT. Please attribute the original content to Andrej Karpathy and provide links to the tutorial series, the videos and this repo.

Nn Zero To Hero

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