multivariate-linear-regression

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ECP-Solutions /VBA-Expressions

Star39

A powerful library extending VBA with over 100 functions for math, stats, finance, and data manipulation. It supports matrix operations, and user-defined functions, enhancing automation and analysis within Microsoft Office and LibreOffice environments for data management, financial calculations, an more.

science basic geometry libreoffice mathematics mathematical-expressions-evaluator matrix-multiplication curve-fitting maths statistical-models lu-decomposition equation-systems multivariate-linear-regression mathematical-expression-parser cholesky-decomposition determinant-calculation cholesky-factorization lo-basic

UpdatedMay 17, 2025
VBA

JBris /multivariate_analysis_examples

Star18

Several examples of multivariate techniques implemented in R, Python, and SAS. Multivariate concrete dataset retrieved fromhttps://archive.ics.uci.edu/ml/datasets/Concrete+Slump+Test. Credit to Professor I-Cheng Yeh.

multivariate-distributions pca-analysis pca multivariate dimensionality-reduction concrete mds factor-analysis dimension-reduction multivariate-data multivariate-regression multivariate-analysis partial-least-squares-regression multivariate-statistics multivariate-linear-regression pls canonical-correlation-analysis nmds partial-least-squares redundancy-analysis

UpdatedNov 20, 2024
Python

imanirajian /Machine-Learning

Star6

Machine learning: Practical applications

python machine-learning deep-learning neural-network linear-regression scikit-learn cross-validation regression model-selection autoencoder mnist-dataset vectorization decision-tree multivariate-linear-regression boston-housing-dataset kfold-cross-validation word-frequency practical-applications shakespeare-dataset log-word-frequency

UpdatedMar 24, 2025
Jupyter Notebook

kunalagra /ML-Notebooks

Star5

Machine Learning Notebooks for various Algorithms with data file

machine-learning random-forest linear-regression jupyter-notebook stock-price-prediction knn decision-tree-classifier multivariate-linear-regression knn-classifier

UpdatedMay 19, 2024
Jupyter Notebook

repetere /jsonstack-model

Star5

Deep Learning Classification, LSTM Time Series, Regression and Multi-Layered Perceptrons with Tensorflow

machine-learning ai deep-learning tensorflow nlp-machine-learning multivariate-linear-regression classification-model

UpdatedJun 18, 2024
TypeScript

samtwl /Machine-Learning

Star3

This repository contains several machine learning projects done in Jupyter Notebooks

machine-learning machine-learning-algorithms jupyter-notebook python3 topic-modeling logistic-regression decision-tree regularized-linear-regression multivariate-linear-regression machine-learning-models multi-class-classification gaussian-naive-bayes-implementation random-forest-regression gradient-boosting-regressor extreme-gradient-boosting

UpdatedJun 10, 2019
Jupyter Notebook

kapilbhise /ml-lab

Star3

Machine learning algorithms

text-to-speech neural-network linear-regression machine-learning-algorithms audiobook logistic-regression gradient-descent decision-tree decision-tree-algorithm multivariate-linear-regression candidate-elimination finds decison-trees custom-model-development using-custom-models usa-election-result text-to-speech-gui

UpdatedFeb 13, 2022
Jupyter Notebook

LintangWisesa /ML_Sklearn_MultivariateRegression

Star3

Basic Machine Learning using Sklearn: 📈📉 Multivariate Linear Regression

machine-learning sklearn multivariate-linear-regression

UpdatedMar 1, 2019
Python

Sameeksharajsb /Regression-Models-Clustering-and-Dimensionality-Reduction

Star3

A hub that contains notebooks that implement Regression models, illustrates LR via Gradient Descent, compares K-means vs Spectral vs Hierarchical, compares PCA vs t-SNE

dimensionality-reduction logistic-regression gradient-descent t-sne ridge-regression principal-component-analysis multivariate-linear-regression supervised-machine-learning unsupervised-machine-learning spectral-clustering k-means-clustering heirarchical-clustering

UpdatedAug 28, 2021
Jupyter Notebook

merb92 /multivariate-linear-regression----housing-prices

Star2

Predict housing prices to help a startup complete a beta version of its product using Multivariate Linear Regression

exploratory-data-analysis housing-prices multivariate-linear-regression

UpdatedFeb 12, 2021
Jupyter Notebook

amarlearning /machine-learning-coursera

Star2

Repository contains all assignment solutions and dataset that I used in completing this course

machine-learning linear-regression coursera gradient-descent multivariate-linear-regression

UpdatedApr 21, 2019
MATLAB

friendly /mvinfluence

Star2

Influence Measures and Diagnostic Plots for Multivariate Linear Models

visualization r statistics r-package multivariate-analysis multivariate-linear-regression

UpdatedAug 8, 2025
R

andiosika /Multiple-linear-regression-for-predicting-home-prices

Star1

Using 21 categorical and numeric features in a multivariate linear regression to find that 79% of a home price can be positively affected by a combination of certain features like location, square feet, condition and age of the home.

scipy statsmodels multivariate-linear-regression

UpdatedApr 23, 2021
Jupyter Notebook

kritika11-eng /Multivariate-Linear-Regression-Model-Development-for-a-construction-project-

Star1

Performed graphical and numerical EDA, correlation and residual error analysis, log normalization

multivariate-linear-regression f-test anova-test

UpdatedAug 30, 2020
Jupyter Notebook

yundk7 /Area_Lookup_Heroku

Star1

Using Zillow database and google API, plots nearby places of user input center location. Utilizing data obtained, finds relationship between real estate values and local amenities with multi-variable linear regression.

python api flask linear-regression plotly pandas google-maps-api multivariate-linear-regression zillow-api geoplot