Ali Salehi's repositories
convolution_as_multiplication
Step by step explanation of 2D convolution implemented as matrix multiplication using toeplitz matrices
image_warping
To explain the process of warping an image using optical flow of the sequence
alisaaalehi.github.io
Personal website
addons
Useful extra functionality for TensorFlow 2.x maintained by SIG-addons
bayesian_inference
Bayesian procedure for binary regression based on latent variable approach
collaborative_filtering_recommender_system
Collaborative filtering algorithm to predict user ratings for products, based on previous ratings.
convolutional_autoencoder_tf
This is a simple convolutional version of a classical auto encoder implemented in tensorflow. I've added summaries to use tnesorboar look and inside the network and see what is happening.
CPlusPlus
This repository contains some material I've created to teach courses on C++ and the Standard Template Library (STL). Please see http://www.dre.vanderbilt.edu/~schmidt/cs251 for more information on these topics, including video presentations and slides.
cs344
Introduction to Parallel Programming class code
dcgan_code
Deep Convolutional Generative Adversarial Networks
DDCNet
Implementation of Deep Dilated Convolutional Neural Network (DDCNet)
docs
TensorFlow documentation
hello_world
It is the time I start sharing publicly. Never to late!
missing-semester
The Missing Semester of Your CS Education 📚
pgf
A Portable Graphic Format for TeX
post--receptive-field
Paper "Computing Receptive Fields of Convolutional Neural Networks".
simclr
SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
tensorboard
TensorFlow's Visualization Toolkit
ToeplitzMatrices.jl
Fast matrix multiplication and division for Toeplitz matrices in Julia