Evaluates/Finds the least squared solutions of Ax=b for x with 3 different methods. Uses A and b from the svd-data.csv dataset.
A Ruggedised Implementation of the Colour Transfer Method proposed by Xiao and Lizhuang.
A match prediction and recommendation system
Repository of Machine learning Algorithms Implemented from scratch
Educational project to get understanding of how recommendation systems work
word embeddings(frequency based and prediction based).Advanced NLP | Monsoon 2021
Homework and assignments for ENPM 673
Image compression using the SVD matrix decomposition
I built recommender systems for recommending products to user using Model-based recommendation system.
Latent Semantic Analysis applied on movies, both in a content-based approach (exploiting the movies overviews) and in a collaborative approach (exploiting the users rates)
In this project, the focus is on image compression using Singular Value Decomposition (SVD), specifically following the principles of the well-known "Eigenfaces" experiment.
Unofficial python interface to Spectra library; GPU accelerated eigenvalue / TruncatedSVD problems solving
Camera calibration based on the open-source project - easy3D: https://github.com/LiangliangNan/Easy3D.
A detailed "cheating" attack on outsourced PCA-based face recognition to explore the vulnerabilities in the system
A JavaScript matrix library
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