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Hiep Pham's Projects

algorithmssedgewick icon algorithmssedgewick

Code from the book "Algorithms" (4th ed.) by Robert Sedgewick and Kevin Wayne (original, and my solutions to exercises).

analytics_vidhya icon analytics_vidhya

Codes related to activities on AV including articles, hackathons and discussions.

awesome-deep-learning-resources icon awesome-deep-learning-resources

Rough list of my favorite deep learning resources, useful for revisiting topics or for reference. I have got through all of the content listed there, carefully.

azir icon azir

A search engine for job postings.

cs231a icon cs231a

My own solutions for CS231A_1718fall problem sets

cvgo icon cvgo

computer vision : global offensive

d2l-en icon d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 175 universities.

deeplearningproject icon deeplearningproject

An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.

faceswap-gan icon faceswap-gan

A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.

gast icon gast

Google Apps Script TAP Testing-framework

getting-mean icon getting-mean

The source code for the application in my book Getting MEAN.

gitignore icon gitignore

A collection of useful .gitignore templates

grad-cam-pytorch icon grad-cam-pytorch

PyTorch re-implementation of Grad-CAM (+ vanilla/guided backpropagation, deconvnet, and occlusion sensitivity maps)

hififace icon hififace

Unofficial PyTorch Implementation for HifiFace (https://arxiv.org/abs/2106.09965)

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