NLP Zero to Hero in just 10 Kernels

This repository contains the collection of explorative notebooks pure in python and in the language that we, humans can read. Have tried to compile all lectures from the Andrej Karpathy's 💎 playlist on Neural Networks - which we will end up with building GPT.

Building Andrej Kapathy's micrograd from scratch

my lecture notes of cs231n of Andrej Karpathy

Building Andrej Karpathy's Makemore from scratch

Generating image captions using Xception Network and Beam Search in Keras - My Bachelor's thesis project

understanding language modeling by training a small GPT on Shakespeare plays.

A learning journal

Following Prof. Andrej Karpathy Makemore tutorial series on yt.

Deep Learning model to caption an image. [Course Project, CS 337( 2019-1 ) - IIT Bombay]

Corso completo in Intelligenza Artificiale Generativa, a partire da zero

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.

Artificial Neural Network with Andrej Karparthy [ Zero to Hero ]

🧠 A minimal, end-to-end implementation of a ChatGPT-like model from scratch — covering tokenization, transformer architecture, and inference, all in Python.

Convolutional Neural Networks for Visual Recognition Course http://kamranisg.github.io/CS231n-Andrej_Karpathy_Stanford/

SeedGPT is a minimal decoder-only LLM from scratch, inspired by andrej karpathy's tutorials, generating text token-by-token based on input word prompts.

Character-level Long Short Term Memory Recurrent Neural Network implemented from scratch in Python

kaprathy's micrograd implemented in c & cpp

From scratch implementation of a small transformers language model inspired by Andrej Karpathy's makemore series! :)

🧠 Build and train neural networks with this tiny Autograd engine, featuring backpropagation and a simple PyTorch-like API for educational purposes.

This project implements the decoder part of the "Attention is All You Need" architecture, following Andrej Karpathy's video explanation.

Dialy Curated Open Source Learnings of ML 🤖

A GPT2 model made from scratch on PyTorch (Inspired by Andrej Karpathy)

GPT2 made from scratch and trained on a small text corpus

Repository for exercises and projects related to the "Neural Networks Zero to Hero" tutorial by Andrej Karpathy. This repository is designed to complement the tutorial and provide hands-on practice to reinforce the concepts covered.

Implementing Andrej Karpathy's Zero to Hero series of lectures

A repository containing code working through Andrej Karpathy's "Neural Networks: Zero to Hero"

A pure Python implementation of Byte Pair Encoding (BPE) tokenizer. Train on any text, encode/decode with saved models, and explore BPE tokenization fundamentals.

Character level text generation using LSTMs on Bhagavad Gita As It Is

Created Skills with Opus and Codex from Andrej Karpathy's viral tweet on LLM code generation.