RohitNagraj

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

Python

All Algorithms implemented in Python

openai-cookbook

Examples and guides for using the OpenAI API

starship

☄🌌️ The minimal, blazing-fast, and infinitely customizable prompt for any shell!

DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

ML-From-Scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

detr

End-to-End Object Detection with Transformers

pifuhd

High-Resolution 3D Human Digitization from A Single Image.

DensePose

A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body

learning

A log of things I'm learning

text-to-handwriting

So your teacher asked you to upload written assignments? Hate writing assigments? This tool will help you convert your text to handwriting xD

hummingbird

Hummingbird compiles trained ML models into tensor computation for faster inference.

honkit

:book: HonKit is building beautiful books using Markdown - Fork of GitBook

computational-thinking

Course 18.S191 at MIT, Fall 2022 - Introduction to computational thinking with Julia

stats-illustrations

R & stats illustrations by @allison_horst

ILearnDeepLearning.py

This repository contains small projects related to Neural Networks and Deep Learning in general. Subjects are closely linekd with articles I publish on Medium. I encourage you both to read as well as to check how the code works in the action.

BLINK

Entity Linker solution

learn-julia-the-hard-way

Learn Julia the hard way!

xcit

Official code Cross-Covariance Image Transformer (XCiT)

nvidia-auto-installer-for-fedora-linux

A CLI tool which lets you install proprietary NVIDIA drivers and much more easily on Fedora Linux (32 or above and Rawhide)

lookahead_pytorch

pytorch implement of Lookahead Optimizer

hyperspectral_deeplearning_review

Code of paper "Deep Learning Classifiers for Hyperspectral Imaging: A Review"

MONeT

MONeT framework for reducing memory consumption of DNN training

Car-QLearning

FVI_CV

Code for Scalable Uncertainty for Computer Vision with Functional Variational Inference @ CVPR 2020

MobileBert_PyTorch

MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited Devices

AI-for-Web-Accessibility

This is the GitHub repository for my Masters dissertation titled: Artificial Intelligence for Web Accessibility which I completed as a part of my MSc in Data Science course in the University of Southampton, UK under the supervision of Prof. Mike Wald