makemore

Building Andrej Karpathy's Makemore from scratch

Following Prof. Andrej Karpathy Makemore tutorial series on yt.

I will be starting and completing Andrej Karpathy's "Neural Networks: Zero to Hero" YouTube playlist. This repository will contain my implementations and notes as I progress through the series.

Implimention of makemore from scratch| LLM internals- tokenization , embeddings, next-word-prediction |Refrence- Andrej Karpathy

Implementation and experiments on Neural Networks . This repository explores the fundamentals of deep learning — including forward and backward propagation, optimization, and model training — built from scratch to deepen understanding of core neural network mechanics.

Implementation of GRPO to generate names with more vowels in them

My exercises from Andrej Karpathy's Neural Networks: Zero to Hero course

Part 1: bigram language model from Andrej Karpathy makemore (Jupyter)

📖 A self-contained course to learn the basics of neural networks: from backprop to GPT! 🌻

This project implements a Makemore algorithm using a pytorch Neural Network.

Neural Networks: zero to hero

Implementation of a Multigram Predictor with block context multiple character-level language model for understanding next character prediction algorithms

Implementation of a Bigram Predictor single character-level language model for understanding next character prediction algorithms

Does a position embedding help a character-level Bengio MLP? Experimental study with parameter-matched controls and a context-length sweep.