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

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

my lecture notes of cs231n of Andrej Karpathy

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

Building Andrej Karpathy's Makemore from scratch

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]

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

learning from Andrej Karpathy about neural networks

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

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

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

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

Assignments and projects for CS231n: Convolutional Neural Networks for Visual Recognition