abhishek-1131 Goto Github PK

bayesian-neural-networks

bertnest

A production-grade, scalable ML pipeline

coding-interview-university

A complete computer science study plan to become a software engineer.

digit-recognition-optimisations

Working on MNIST dataset without using CNNs

dotfiles-mac

exploringtheunseen

fsdl-text-recognizer

Full Stack Text Recognizer App using a modern DL stack

g-play

Graph-based Playlist Continuation using Neural Collaborative Filtering

image-recognition-optimizations

image-segmentation

Building an image segmentation model on road-segmentation data

jekyll-demo

A demo Jekyll site: dark mode, random posts and a tag page

keep-it-cool

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

minitorch

A scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

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

plotly-plots

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.

tda-epidemicsimulation