Stars
AI DJ Mix Generator - a fully automated system that creates a mix from input of songs closely resembling real life djs work. Includes advanced cue point detection and frequency equalising features
AI DJ system is an automated DJ system combining action recognition, song selection, and beatmatching with equalizer mixing
This handbook is a curated compilation of Data Structures and Algorithms (DSA) concepts, patterns, and resources commonly tested in coding interviews. Each topic includes key notes, links to practi…
A list of semi to fully remote-friendly companies (jobs) in tech.
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…
PyTorch implementation of Variational Autoencoder (VAE) on MNIST dataset.
A simple tutorial of Variational AutoEncoders with Pytorch
Official Implementation of OCR-free Document Understanding Transformer (Donut) and Synthetic Document Generator (SynthDoG), ECCV 2022
My own implementation of Progressive Growing of GANs, written in PyTorch. https://arxiv.org/abs/1710.10196
Pytorch implementation of Wasserstein GANs with Gradient Penalty
Conditional GAN for Anime face generation.
My implementation of various GAN (generative adversarial networks) architectures like vanilla GAN (Goodfellow et al.), cGAN (Mirza et al.), DCGAN (Radford et al.), etc.
2D/3D Object Detection and Pose Estimation
StarGAN - Official PyTorch Implementation (CVPR 2018)
DeepSort implementation for person tracking using PyTorch
Transformer seq2seq model, program that can build a language translator from parallel corpus
This repository will assist you in creating a more beautiful and appealing github profile, and you will have access to a comprehensive range of tools and tutorials for beautifying your github profi…
Original transformer paper: Implementation of Vaswani, Ashish, et al. "Attention is all you need." Advances in neural information processing systems. 2017.
Transformer: PyTorch Implementation of "Attention Is All You Need"
A repository consisting of paper/architecture replications of classic/SOTA AI/ML papers in pytorch
A curated list of awesome Deep Learning tutorials, projects and communities.
A curated list of GAN basics for tutorial, metrics and recent GAN papers (NIPS/CVPR/ICML)
Machine Learning and Computer Vision Engineer - Technical Interview Questions
Classical equations and diagrams in machine learning
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.