multiple-linear-regression | Topic

Topic: "multiple-linear-regression"

free-to-learn/Machine-Learning-Concepts

Machine Learning Concepts with Concepts

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pavankalyan1997/Machine-learning-without-any-libraries

This is a collection of some of the important machine learning algorithms which are implemented with out using any libraries. Libraries such as numpy and pandas are used to improve computational complexity of algorithms

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sanithps98/Automobile-Dataset-Analysis

This project analyzes and visualizes the Used Car Prices from the Automobile dataset in order to predict the most probable car price

Language: Jupyter Notebook - Size: 805 KB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 40 - Forks: 34

mahesh147/Multiple-Linear-Regression

A simple python program that implements a very basic Multiple Linear Regression model

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shantanu1109/Coursera-DeepLearning.AI-Stanford-University-Machine-Learning-Specialization

This Repository contains Solutions to the Quizes & Lab Assignments of the Machine Learning Specialization (2022) from Deeplearning.AI on Coursera taught by Andrew Ng, Eddy Shyu, Aarti Bagul, Geoff Ladwig.

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gmrandazzo/QStudioMetrics

A Comprehensive Software for Data Mining and Multivariate Analysis

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Tobias-Mann/Pairs-Trading-Analyzer

C# Console Application: Asks for two files containing historical financial data in the same format as files from Yahoo Finance. Performs the two-step Engel-Granger Test for Cointegration and simulates profits of applying the Pairs Trading Strategy to these stocks. To Project further Includes code to conduct statistical inference and a Function to perform the Augmented Dickey-Fuller Test for stationarity of a time series, which is part of the Engel-Granger Test for cointegration.

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AGhaderi/hDDM_attention

The current repository is able to assess the relationship between EEG components and HDDM parameters of top-down attention in perceptual decision-making using a multiple regression model

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AkJoshi19/MachineLearning_A_Z

The respository is for Machine learning basiscs.

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VaibhavAbhimanyooHiwase/Risk_Calculation_using_Backward_Elimination_Algorithm_in_Life_Insurance

Implementation of backward elimination algorithm used for dimensionality reduction for improving the performance of risk calculation in life insurance industry.

Language: Python - Size: 8.22 MB - Last synced at: 7 months ago - Pushed at: almost 7 years ago - Stars: 12 - Forks: 6

Anindya-Das02/Comparison-of-ML-models-for-predicting-AQI

In this project we are comparing various regression models to find which model works better for predicting the AQI (Air Quality Index).

Language: Python - Size: 354 KB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 10 - Forks: 14

tystan/deltacomp

Functions to analyse compositional data and produce confidence intervals for relative increases and decreases in the compositional components

Language: R - Size: 641 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 9 - Forks: 6

tystan/codaredistlm

Functions to analyse compositional data and produce confidence intervals for relative increases and decreases in the compositional components

Language: R - Size: 150 KB - Last synced at: 20 days ago - Pushed at: over 2 years ago - Stars: 9 - Forks: 0

sagnikghoshcr7/FIFA-2019-Player-Data-EDA

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shgo/gamtl

Group LASSO with Asymmetric Structure Estimation for Multi-Task Learning

Language: Python - Size: 173 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 8 - Forks: 3

beastgetssavvy13/chennai-water-level-machine-learning

A small project on chennai water level prediction using machine learning algorithms | Time Series Analysis | Multiple Linear Regression

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shardulinamdar4/End_to_end_machine_learning_approach_for_crop_yeild_prediction

Language: Python - Size: 19.5 KB - Last synced at: about 1 year ago - Pushed at: almost 6 years ago - Stars: 8 - Forks: 1

mnassrib/multiple-linear-regression

Estimating the rent in Paris using multiple linear regression with dummies variables.

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zielesny/CIP

Computational Intelligence Packages (CIP) for Mathematica

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viditgarg1999/Chennai-Water-Level-Prediction

Chennai Water Level Prediction using Machine Learning Algorithms

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just-krivi/real-estate-market-analysis

Streamlit web app using custom ML models (multiple linear regression and one-to-many multiclass kernel SVM) for predicting real estate prices; Scraping and analyzing real estate listings in Serbia

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Lunarestia/MAT243-Applied-Statistics-for-STEM-I

PYTHON- Projects in my MAT-243 STATS for STEM I course at SNHU (HTML files and Python files with source code and reports)

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JoshDavid/KokoStats

Toolkit for Data Science & Statistics

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marcelcases/calibration-sensors-machine-learning

Calibration of an air pollution sensor monitoring network in uncontrolled environments with multiple machine learning algorithms

Language: Python - Size: 2.99 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 5 - Forks: 5

dixitamol/banking_CLV_CRM

Project for customer management in the Marketing Analytics Department of a large retail bank. The aim of this project is to know which marketing activity effectively retains customers. We have information about individual customer profitability (CLV) and a survey was conducted as well. A research model explaining/predicting individual customer profitability is expected, along with a theoretical rational for these hypotheses and test the hypotheses. Multiple independent variables very tried to come up with some meaningful conclusions.

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reddyprasade/Machine-Learning-With-R

Machine Learning in R

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sjmiller8182/RegressionHousingPrices

Project using multiple linear regression to model prices of houses in Ames, IA.

Language: R - Size: 17.7 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 5 - Forks: 5

habiburrahman-mu/car-price-prediction-using-regression-models

Building a Machine Learning Model to Predict the Price of the Car By Comparing Performance of Different Regression Techniques (Simple Linear Regression, Multiple Linear Regression, Polynomial Regression)

Language: Jupyter Notebook - Size: 229 KB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 5 - Forks: 6

ledoit/BMW-Pricing

Study analyzing BMW resale auction data using multiple linear regression, forward & backward variable selection, data transformation, and data validation

Language: TeX - Size: 2.06 MB - Last synced at: 6 months ago - Pushed at: 10 months ago - Stars: 4 - Forks: 2

ruoheng-du/thermal-expansion-error-prediction

Thermal Expansion Error Prediction | Summer 2023

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bgr8/Makine-ogrenmesi

Machine Learning with Python

Language: Jupyter Notebook - Size: 3.03 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 1

pattanaikay/Boombikes-LinearRegression-Assignment

Linear Regression performed on the Boombikes bike rental dataset as part of an assignment for coursework.

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catalyst-cloud/catalystcloud-price-comparison

How do cloud providers stack up?

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bhattbhavesh91/rural-credit-worthiness-regression

Predicting Loan Amount for rural people based on Regression

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PayThePizzo/Predictive-Analysis-Notes 📦

Predictive Analysis Course's notes for Computer Science B.S. at Ca' Foscari University of Venice

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AbdirayimovS/Multiple_Regression_project

Apex team`s multiple regression project. It contains: What is Multiple Regression? Advantages and disadvantages of multiple regression, least square method and real implementation.

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alokverma18/Linear-Regression

Implementation of Simple and Multiple Linear Regression

Language: Python - Size: 26.4 KB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 1

madhurima-nath/regression_and_predictions 📦

Language: HTML - Size: 34.9 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 3

shaadclt/Energy-Output-Prediction-MultipleLinearRegressor

This project involves the prediction of energy output in a Combined Cycle Power Plant (CCPP) using Multiple Linear Regression in Jupyter Notebook. The dataset contains features such as temperature, pressure, humidity, and exhaust vacuum, which are used to predict the net hourly electrical energy output.

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giocoal/vehicle-price-analysis-and-prediction-regression

Descriptive Statistics and Regression Analysis on Used Vehicle Dataset.

Language: R - Size: 27 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

kumudj/Multiple-Linear-Regression

Hands on experience on multiple linear regression

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R1dwanMaulana/kosbot-kit

sebuah aplikasi untuk memprediksi harga kost di kota Malang | tingkat akurasai : 79%

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akshaykadam100/Bike-Sharing-Assignment

This is an assignment wherein a multiple linear regression model is built to predict demand for shared bikes depending on the current trend.

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vaitybharati/Assignment-05-Multiple-Linear-Regression-1

Multiple-Linear-Regression-1. Consider only the below columns and prepare a prediction model for predicting Price of Toyota Corolla.

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vaitybharati/Multi-Linear-Reg

Multi-Linear-Reg

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anubhav199/Water-Level-Prediction-in-Chennai

An attempt to put together all the data-sets that have the information about the various water sources available in the city Chennai.

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Quantum-Software-Development/Integrated-Project-for-Business

Integrated Project for Business

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arashsm79/applied-linear-algebra-lab

Collection of step-by-step programming exercises to introduce students to the applications of linear algebra.

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Beliavsky/Alan-Miller-Fortran

Classification of Alan Miller's Fortran codes for statistics and numerical methods

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LuluW8071/Laptop-Price-Prediction

A collection of machine learning models for predicting laptop prices

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Shalinee13/Linear_Regression-Machine_learning_model-

Welcome to the Linear Regression Repository! This repository is dedicated to providing a comprehensive collection of resources and code examples for two types of linear regression: Simple Linear Regression and Multiple Linear Regression.

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ZiGuan/Machine-Learning-Small-Project

Practicing with different machine learning algorithms

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Honeybee-Lee/fish-weight-prediction

This is an example of models that I built on a fish dataset for weight prediction.

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mikerabs/milb_batting_analysis

Research project utilizing multiple regression to model wOBA for minor league batters

Language: Python - Size: 8.86 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

TrentBrunson/Heteroskedasticity_BP_White_Tests

Module for evaluation of homoscedasticity and corrections

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jajokine/Statistics-Analysis

MITx - MicroMasters Program on Statistics and Data Science - Data Analysis: Statistical Modeling and Computation in Applications - First Project

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theharshithr/Bike-sharing-assignment

Linear Regression model that helps to identify the demand of bike sharing(eg-Yulu bikes) depends on which factors.

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Priyansh-15/Dosage-And-Pulse-Rate-Relation

BIG DATA AND DATA ANALYTICS PROJECT REPORT ON RELATIONSHIP BETWEEN DRUG DOSAGE AND PULSE RATE OF PATIENTS USING MULTIPLE LINEAR REGRESSIONS.

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immanuvelprathap/Automobile-Data

Used Car Prices from the Automobile dataset in order to predict the most suitable Car Price.

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vaitybharati/P27.-Supervised-ML---Multiple-Linear-Regression---Toyoto-Cars

Supervised-ML---Multiple-Linear-Regression---Toyota-Cars. EDA, Correlation Analysis, Model Building, Model Testing, Model Validation Techniques, Collinearity Problem Check, Residual Analysis, Model Deletion Diagnostics (checking Outliers or Influencers) Two Techniques : 1. Cook's Distance & 2. Leverage value, Improving the Model, Model - Re-build, Re-check and Re-improve - 2, Model - Re-build, Re-check and Re-improve - 3, Final Model, Model Predictions.

Language: Jupyter Notebook - Size: 3.54 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 0

dshah98/Machine_Learning_with_R

Full machine learning practical with R.

Language: R - Size: 444 KB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 1

yrs-ago/NBA-Salaries-Prediction

Machine Learning project to predict NBA Salaries of a player based on factors such as PPG, Age, Win Shares, etc. using a multiple linear regression.

Language: Jupyter Notebook - Size: 16.5 MB - Last synced at: 4 months ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 0

angeligareta/basic-statistics-r

Assignments for Statistical Data Analysis course at UPM including performing statistical analysis, multiple linear regression, and time series analysis.

Language: R - Size: 3.69 MB - Last synced at: 4 days ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

Drev917/DEN-MLR-Model

Multiple linear regression models to predict non-airline revenues at DEN airport in R.

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algakovic/Life-Expectancy-USA

Multiple linear regression of U.S. health data to identify key contributors to life expectancy.

Language: Jupyter Notebook - Size: 25.9 MB - Last synced at: 7 months ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 0

Palak-15/Predict-Insurance-charges

Predict Insurance charges using feature bmi, sex, smoker, region, have children and age

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Palak-15/decline_viewership_linear_regression

Problem Statement: A digital media company (similar to Voot, Hotstar, Netflix, etc.) had launched a show. Initially, the show got a good response, but then witnessed a decline in viewership. The company wants to figure out what went wrong.

Language: Jupyter Notebook - Size: 265 KB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 0

bhattbhavesh91/regression-excercise-ols-ridge

A Regression Exercise covering OLS & Ridge Regression

Language: Jupyter Notebook - Size: 753 KB - Last synced at: 3 months ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 1

rtsearcy/NowCast

The NowCast System - Predictive modeling of water quality at California beaches

Language: Python - Size: 799 KB - Last synced at: almost 2 years ago - Pushed at: about 6 years ago - Stars: 2 - Forks: 0

kodekarim/Regression

machine learning regression

Language: Python - Size: 10.7 KB - Last synced at: 4 months ago - Pushed at: almost 7 years ago - Stars: 2 - Forks: 1

DrStef/Machine_Learning_with_Python-IBM

Language: Jupyter Notebook - Size: 6.31 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 1 - Forks: 0

eyabesbes/Regression

Regression projects including simple linear and logistic regression implemented in both Python and R.

Language: Jupyter Notebook - Size: 1.06 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 1

KasrAskari/Fuel-Consumption

Co2-Consumption Prediction Model

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sarvkk/MachineLearning101

A summation of basic Machine Learning implementations on datasets.

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guiarpi/LGBTQI-Hate-Crime-Analysis

Machine Learning analysis of LGBTQI+ hate crimes in the U.S

Size: 1.95 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

kb-open/CROMP

The official implementation of CROMP (Constrained Regression with Ordered and Margin-sensitive Parameters) along with experimental test pipeline

Language: Python - Size: 2.56 MB - Last synced at: 2 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

Akash-9832/Predicting-Risk-Factors-for-death-due-to-lack-of-bridges-in-Nepal-using-Multiple-Regression-Analysis

This research uses Multiple Linear Regression to predict the risk factor for possibility of death for not having a bridge in Nepal.

Language: Python - Size: 17.6 KB - Last synced at: 4 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

Akash-9832/Crime-rate-prediction-in-Afro-American-Society-using-Machine-Learning-Techniques Fork of deba607/Research_Paper_02-Crime-rate-prediction-in-Afro-American-Society-using-Machine-Learning-Techniques.

Crime rate prediction in Afro American Society using Machine Learning Techniques. Watch out the full paper: https://www.afjbs.com/issue-content/crime-rate-prediction-in-afro-american-society-using-machine-learning-technique-6330

Language: Python - Size: 419 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0