This repository contains code used to create Paper "Navigating Complexity: Evaluating the Effectiveness of Dimension Reduction and Clustering Approaches on Challenging Datasets" as a Bachelor's thesis for EUR.
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Updated
Jul 2, 2023 - R
This repository contains code used to create Paper "Navigating Complexity: Evaluating the Effectiveness of Dimension Reduction and Clustering Approaches on Challenging Datasets" as a Bachelor's thesis for EUR.
Using unsupervised machine learning techniques for clustering a dataset of patients with myopia.
Code and Slides for PyData Conference (India 2017)
Human Gesture Recognition using machine learning techniques.
Projeto Curricular Articulador - UnigranRio 2018.2
Fashion-MNIST Embedding Visualization using TensorFlow Projector
This Project is aimed at implementing Collaborative Filtering to learn user's missing preference and further predicting their missing ratings for the movies
CART, K-Means, Apriori, Adaboost, RFE; models using Anti-cancer peptides vs Human proteins
Recommender System wrapped with a Binary Classifier
The goal of this R Function is to compress arbitrary images using numerical principal component analysis techniques to obtain the most visually appealing compressed image.
Using Edge Detection > PCA > FDA
Public data for the Embedding Projector
This repo is for PCA from scratch for mnist dataset
Machine Learning course projects
A dataset of Peripheral Blood Mononuclear Cells (PBMCs) was analyzed using clustering and non-parametric methods like PCA.
Implementation of some famous machine learning algorithm from scratch
Practical Implementation of Linear Discriminant Analysis to identify faces
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