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multivariate-linear-regression

Here are 31 public repositories matching this topic...

dr-mushtaq / Machine-Learning

This repository is a related to all about Machine Learning - an A-Z guide to the world of Data Science. This supplement contains the implementation of algorithms, statistical methods and techniques (in Python), Feature Selection technique in python etc. Follow Coursesteach for more content

python machine-learning model scikit-learn under classification logistic-regression unsupervised-learning decision-boundary feature-scaling scikitlearn-machine-learning multivariate-linear-regression underfitting multiple-features scikitlearn algbra inverse-and-transpose preprocessing-in-machine-learning gradient-descent-for-multiple-variables

Updated Nov 14, 2024
Jupyter Notebook

ws-garcia / VBA-Expressions

A powerful string expression evaluator for VBA and LO Basic, which puts more than 100 mathematical, statistical, financial, date-time, logic and text manipulation functions at the user's fingertips.

science basic 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

Updated Sep 27, 2024
VBA

JBris / multivariate_analysis_examples

Several examples of multivariate techniques implemented in R, Python, and SAS. Multivariate concrete dataset retrieved from https://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

Updated Oct 4, 2023
Python

imanirajian / Machine-Learning

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

Updated Jan 7, 2022
Jupyter Notebook

repetere / jsonstack-model

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

Updated Jun 18, 2024
TypeScript

kunalagra / ML-Notebooks

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

Updated May 19, 2024
Jupyter Notebook

kapilbhise / ml-lab

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

Updated Feb 13, 2022
Jupyter Notebook

samtwl / Machine-Learning

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

Updated Jun 10, 2019
Jupyter Notebook

LintangWisesa / ML_Sklearn_MultivariateRegression

Basic Machine Learning using Sklearn: 📈📉 Multivariate Linear Regression

machine-learning sklearn multivariate-linear-regression

Updated Mar 1, 2019
Python

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

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

Updated Aug 28, 2021
Jupyter Notebook

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

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

Updated Feb 12, 2021
Jupyter Notebook

amarlearning / machine-learning-coursera

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

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

Updated Apr 21, 2019
MATLAB

friendly / mvinfluence

Influence Measures and Diagnostic Plots for Multivariate Linear Models

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

Updated Sep 22, 2022
R

yundk7 / Area_Lookup_Heroku

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

Updated Feb 2, 2023
HTML

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

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

multivariate-linear-regression f-test anova-test

Updated Aug 30, 2020
Jupyter Notebook

abirmondal / Multivariate-Linear-Regression

This code is designed from scratch. It also generates it own n-dimensional data set.

machine-learning linear-regression data-generator multivariate-linear-regression tabular-data-print

Updated Jan 16, 2022
Python

OrNixz / reducing-traffic-mortality-in-the-USA

Data Science Project from DataCamp

data-visualization kmeans principal-component-analysis multivariate-linear-regression standard-scalar

Updated Aug 23, 2023
Jupyter Notebook

Prashant812 / Abalone-Age

Prediction of Abalone's age through its number of rings.

linear-regression non-linear-regression multivariate-linear-regression multivariate-non-linear-regression

Updated Aug 31, 2022
Jupyter Notebook

sagarmandiya / wine-quality-analysis

multivariate-linear-regression wine-quality machinelearning-python

Updated Jul 31, 2020
Python

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

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

Updated Apr 23, 2021
Jupyter Notebook

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