H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

Computation of training set XTX and XTY in a cross-validation setting using the fast algorithms by Engstrøm (2024).

An Open-Source, synthetic finger anatomic dataset

Here we have fully implemented a number of algorithms related to machine learning

📊 Computation and processing of models' parameters

Stylometry approach detecting writing patterns and changings using NLTK, XML-roBERTa, Gensim topic modelling and unsupervised-PCA learning

GWAS QC, PCA, haplotype phasing, genotype imputation

This project uses machine learning to predict diabetes and provides explanations through SHAP and PCA, displayed in an intuitive user interface.

The code performs various steps of exploratory data analysis (EDA) and segmentation analysis on the McDonald's dataset which includes: Exploring Data, Extracting Segments, Profiling Segments

Principal Component Analysis (PCA) is a powerful dimensionality reduction technique commonly used in machine learning and data analysis. It transforms a dataset into a set of linearly uncorrelated variables called principal components.

Human Activity Recognition Model for Classifying Various Activities performed in Daily Life

👑 Multivariate exploratory data analysis in Python — PCA, CA, MCA, MFA, FAMD, GPA

This repository contains code for creating ml model for clustering

Materiales de las clases prácticas de AID y Aprendizaje Automático

The code for my project in a biomedical engineering course. It involves decoding motor responses of rats to tilting events using neural spike activity. Key components include organizing spike time data, creating perievent rasters and histograms, and developing a PSTH classifier enhanced with PCA.

6 DoF pointcloud registration

Course Material for Artificial Intelligence and Machine Learning - Unit 2 @ Computer Science Dept, Sapienza

A CLI tool to perform a pre-change validation on Nexus Dashboard Insights.

Robust PCA using Accelerating Alternating Projections in python