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Name: Reza Soleimanimajd
Type: User
Bio: Electrical Engineering student at UOIT.
Location: Canada
Name: Reza Soleimanimajd
Type: User
Bio: Electrical Engineering student at UOIT.
Location: Canada
In this project I worked to implement fully-connected (MLP) and Convolutional Neural Networks (CNN) image classifier on CIFAR10 dataset. In this task, you only need to perform multi-class classification. Details of these models could be found in lecture 11 slides. We provide a skeleton code for data loading and iterations of training data. You are asked to implement the rest of training in Pytorch code. Detailed submission requirements are written in the final section.
In this project I tried to apply Singular Value Decomposition (SVD) algorithm on weight matrixes during training process and observe the effects of using low-rank matrixes in training. For the sake of simplification, I used MNIST dataset as the benchmark.
Digital Communication Projects
Repository to store sample python programs for python learning
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.