Abhishek's repositories
coding-interview-university
A complete computer science study plan to become a software engineer.
Digit-Recognition-Optimisations
Working on MNIST dataset without using CNNs
FSDL-Text-Recognizer
Full Stack Text Recognizer App using a modern DL stack
Image-Segmentation
Building an image segmentation model on road-segmentation data
MiniTorch
A scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
G-PLAY
Graph-based Playlist Continuation using Neural Collaborative Filtering
jekyll-demo
A demo Jekyll site: dark mode, random posts and a tag page
LMFS
Language Models from Scratch (Bigram to Transformer) for autoregressive character-level modelling
mindgraph
proof of concept prototype for generating and querying against an ever-expanding knowledge graph with ai
Neovim-from-scratch
A Neovim config designed from scratch to be understandable
Neural-Style-Transfer
Applying Neural Style Transfer to images
NumPyCNN-OCR
Minimal CNN for OCR from scratch in NumPy, covering architecture, training, backprop, and layer-wise feature visualization.
nvim
dotfiles
Pet-Breed-Detection
Building a model to classify distinct categories of pets, comprising of 25 dog and 12 cat breeds
Satellite-Imagery-Prediction
Multi-label prediction on satellite images of various terrains, each having their own labels based on weather, agriculture and habitation
seir-graph
SEIR model on a graph, to simulate covid-19 spread.