Karthik Nair's starred repositories
system-design-resources
These are the best resources for System Design on the Internet
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
machine-learning
:earth_americas: machine learning tutorials (mainly in Python3)
python-deepdive
Python Deep Dive Course - Accompanying Materials
beginner_nlp
A curated list of beginner resources in Natural Language Processing
Complete-Python-3-Bootcamp
Course Files for Complete Python 3 Bootcamp Course on Udemy
deeplearning.ai-notes
These are my notes which I prepared during deep learning specialization taught by AI guru Andrew NG. I have used diagrams and code snippets from the code whenever needed but following The Honor Code.
project-based-learning
Curated list of project-based tutorials
cpp-cheat-sheet
C++ Syntax, Data Structures, and Algorithms Cheat Sheet
PlotNeuralNet
Latex code for making neural networks diagrams
EmbryoSegmentation
An ImageJ PlugIn for cell segmentation in an embryo of c.elegans
object-counting
Object counting excercise
n-body-opencv
A Visualisation of N-body Gravitational body system in OpenCV using C++ and OpenMP parallelization
Getting-Started-With-Contributing-to-Open-Sources
Useful writings for getting started w/ contributing in open source.
MagicMove-
Efficient,major bugs fixed !
Hands-On-Reinforcement-Learning-With-Python
Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow
system-design-interview
System design interview for IT companies
getting-a-gig
Guide for getting a gig as a tech student.
cbde_course
Certified Blockchain Developer - Ethereum (CBDE) - Course Materials
deep-painterly-harmonization
Code and data for paper "Deep Painterly Harmonization": https://arxiv.org/abs/1804.03189
interviews
Everything you need to know to get the job.