GitHub topics: linear-regression-models

0290192029/apartment-price-predictor

Python-проект по прогнозированию стоимости аренды квартир с помощью линейной регрессии. Практическая работа по теме: "Основы машинного обучения" дисциплины "МДК 13.01: Основы применения методов искусственного интеллекта в программировании".

Size: 1.95 KB - Last synced at: 6 days ago - Pushed at: 7 days ago - Stars: 0 - Forks: 0

saikumar787/Car_Price_Prediction_Using_Linear-Regression

A machine learning project to predict the selling price of used cars using regression techniques. Includes data preprocessing, model training, evaluation, and testing on new data.

Language: Jupyter Notebook - Size: 239 KB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 0 - Forks: 0

lisayinr/R-Language

Linear Regression Model in R

Language: R - Size: 3.91 KB - Last synced at: 3 days ago - Pushed at: 23 days ago - Stars: 0 - Forks: 0

aniass/Real-Estate-price-prediction

The real estate price prediction with linear regression models.

Language: Jupyter Notebook - Size: 328 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

herrerovir/Steel-industry-energy-consumption-forecasting

A machine learning project focused on forecasting energy consumption in the steel industry using a linear regression model.

Language: Jupyter Notebook - Size: 3.78 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

mehmoodulhaq570/Machine-Learning-Models

A repository consisting of machine learning models for predicting the future instance. More specifically this repository is a Machine Learning course for those who are interested in learning the basics of machine learning algorithms.

Language: Jupyter Notebook - Size: 29.9 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 5 - Forks: 0

11257079/Linear-Regression-Example

A Python implementation of Linear Regression for air quality prediction using PM2.5 data.

Language: Python - Size: 40 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

QuantMerlinLab/Bankruptcy-Prediction

Bankruptcy Prediction: A machine learning project using Python. Skills applied include Time Series Analysis, Data Visualization (Matplotlib), and Machine Learning (Classification, Linear Regression).

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CasperKristiansson/Elements-of-AI-Building-AI

All exercises for the course Elements of AI - Building AI

Language: Python - Size: 20.5 KB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 20 - Forks: 26

s3alfisc/fwildclusterboot

Fast Wild Cluster Bootstrap Inference for Regression Models / OLS in R. Additionally, R port to WildBootTests.jl via the JuliaConnectoR.

Language: R - Size: 20.9 MB - Last synced at: 3 months ago - Pushed at: 11 months ago - Stars: 25 - Forks: 5

leekarensl/leekarensl.github.io

This repository contains all info relating to Data Science projects that I have completed.

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hk-kumawat/House-Price-Predictor

🏡 An ML-based tool predicting U.S. house prices based on income, house age, room count, and area population.

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beatass/Diamonds-price-analysis

The diamonds price prediction with linear regression models.

Language: Jupyter Notebook - Size: 1.82 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

s1dewalker/Model_Validation

Model Management in Python. Steps involved in Model Validation and tuning. Testing Model Assumptions in Factor Analysis with OLS Regression.

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rayyan-merchant/PAI-Project

For our PAI course project, we are building several disease prediction systems, including heart disease, diabetes, Parkinson's, and breast cancer classification. Using machine learning algorithms, we aim to analyze patient data and improve the accuracy of early diagnosis, providing valuable insights to healthcare professionals.

Language: Python - Size: 912 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

etsryn/Linear-Regression

A collection of linear regression models demonstrating their application and versatility with various datasets. Each model illustrates the relationships between input variables and target outputs, serving as educational resources for understanding linear regression concepts.

Language: Python - Size: 21.3 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

FarrelAD/JavaScript-Linear-Regression-Model

Sebuah model regresi linear 📈 sederhana yang diimplementasikan dengan program JavaScript yang dijalankan dengan Node.js dan di web. Model ini mampu melakukan prediksi pada data apapun termasuk fitur tunggal dan multi fitur

Language: JavaScript - Size: 4.73 MB - Last synced at: 3 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

madhurimarawat/Streamlit-Programs

This repository contains programs in the Python programming language using Module Streamlit.

Language: Python - Size: 46.9 KB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 1

Arpanjot0Singh/Face-measurement-for-online-glasses-ordering

A real-time facial measurement tool that uses MediaPipe and linear regression to assist customers in selecting appropriately sized glasses when ordering online. It detects facial landmarks via webcam, estimates the distance from the camera, dynamically overlays glasses on the face, and displays measurements such as eye width and eye distance.

Language: Python - Size: 4.87 MB - Last synced at: 5 days ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

MindlessMuse666/apartment-price-predictor

Python-проект по прогнозированию стоимости аренды квартир с помощью линейной регрессии. Практическая работа по теме: "Основы машинного обучения" дисциплины "МДК 13.01: Основы применения методов искусственного интеллекта в программировании".

Language: Python - Size: 18.6 KB - Last synced at: 4 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

gaaniruddha/FIT5149-A1

This repository contains assignment #1 that was completed as a part of "FIT5149 Applied Data Analysis", taught at Monash Uni in S2 2020.

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chen0040/js-regression

Package provides javascript implementation of linear regression and logistic regression

Language: JavaScript - Size: 1.46 MB - Last synced at: 12 days ago - Pushed at: over 7 years ago - Stars: 30 - Forks: 7

abhi-neelam/Fourier-Compression

Exploring image compression techniques using fourier features to represent images

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abhi-neelam/Multi-Linear-Regression-Model-for-Diabetes-Analysis

A simple machine learning project using multi-linear regression to predict disease progression based on features from the diabetes dataset.

Language: Jupyter Notebook - Size: 1.19 MB - Last synced at: 11 days ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

csinva/mdl-complexity

MDL Complexity computations and experiments from the paper "Revisiting complexity and the bias-variance tradeoff".

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ie8701va/ZK-assignment

Explaining postoperative pain after mandibular third molar extraction.

Language: R - Size: 15.6 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

LSShrivathsan/soil-moisture-analysis

Soil moisture analysis , prediction and decision making to irrigate or drain water from field using Machine Learning ,numpy ,pandas , sklearn , matplotlib , Gradient Boosting Regressor model, linear regression model .

Language: Python - Size: 12.7 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

yunusbagriacik/sales-analysis-and-linear-predictive-model

In this repository, sales analysis of 5-year-period is analysed. Lots of linear regression model have been applied. Finally, ensemble method is applied.

Language: Jupyter Notebook - Size: 678 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

KanikaGaikwad/A-Decision-Support-System-for-Burger-Bounty-using-R

This project aims to develop a decision support system (DSS) to enhance Burger Bounty, a gourmet meatless burger food truck operating in the Hartford area. The system will aid the owner, in optimizing food truck sales and operations through data analysis and strategic recommendations.

Language: R - Size: 389 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

NErler/JointAI

Joint Analysis and Imputation of generalized linear models and linear mixed models with missing values

Language: R - Size: 348 MB - Last synced at: about 19 hours ago - Pushed at: about 1 year ago - Stars: 28 - Forks: 4

siddharthvats14/Spam-Email-Detection-System

The challenge is to build a system that can quickly and accurately separate annoying spam emails from the important ones in your inbox. The goal is to make sure you only see the emails you want to see and avoid the hassle of dealing with unwanted or potentially harmful messages.

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aok1425/311-prediction-times

Investigating fairness in city services via linear regression

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Jishnnu/Multiple-Linear-Regression

This is a small simple linear regression project created for academic purposes.

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S-DeFerrari/Box-Office-Success

My first solo data science project! A simple project built using linear regression to predict box office success for movies using data I scraped myself.

Language: Jupyter Notebook - Size: 2.23 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

brauliotegui/DEMAND

An interactive dashboard based on a Linear Regression model predicting demand for bike rentals in Washington, D.C.

Language: Jupyter Notebook - Size: 6.86 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

SavanK/FakeNewsChallenge

Combating fake news problem

Language: Java - Size: 40.9 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 5 - Forks: 0

newellp88/V20pyPro

Machine learning, database, and quant tools for forex trading.

Language: Python - Size: 13.4 MB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 27 - Forks: 13

henriqueedu2001/linear_regressor

Linear regressor ML model, with just numpy and pandas

Language: Python - Size: 8.79 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

Hritik21/House-Price-Predictor

In this project, I have created simple model which predict the price of the house on the basis of it's area.

Language: HTML - Size: 1.85 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 17 - Forks: 9

jamesdhope/regression-models

A series of documented Jupyter notebooks implementing polynomial regression models and model performance analysis

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Ravjot03/E-Commerce-Customers-Project

Language: Jupyter Notebook - Size: 346 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 1

AoWangPhilly/red-handed

Final Project for DSCI 521: Data Analysis and Interpretation

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akarsh3007/MusicMillionData

HDF5 files in spark, MusicMillionData

Language: Scala - Size: 14.8 MB - Last synced at: almost 2 years ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0

Bharati2301/Predicting-house-prices-using-Linear-Regression

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Grace-Hephzibah/LinearRegression

Collaborative work to learn streamlit and simple linear regression

Language: Jupyter Notebook - Size: 194 MB - Last synced at: 10 months ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 2

gmnmedeiros/used_cars_model_improvement

This linear regression model tuning is an exercise for a Data Science Online Bootcamp.

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GunturWibawa/CustSegmentInsurance

Sure Tomorrow used machine learning to tackle challenges. I assessed its efforts to identify clients for marketing, forecast the chance of new client claims, and ensure better predictive performance, all while safeguarding client privacy without affecting previous models.

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harsh306/Machine-Learning

Machine Learning case-studies at WPI. Projects covers the following data science topics such as NLP, Pre-processing, Analytics, visualization, dimension reduction, classification and regression.

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stefonalfaro/AI-as-a-Service

An API for managing chat completions, fine-tuning, payments, plans, and configurations.

Language: C# - Size: 16 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 1

milonigada09/Supply-Chain-forecasting-deep-learning

In this project, we leverage Deep Learning algorithms to build robust forecasting system that monitors the change in the demand side and aligns the supply side to make up for the inaccuracy of the forecasts and randomness in demand, helping retailers increase their inventory and planning efficiency.

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ESKINDERTSEGAYE/Project-Market-Value-Predictor

The Project Market Value Predictor is a powerful tool developed to assist project managers, investors, and stakeholders in estimating the market value of their projects. By leveraging historical project data and employing machine learning techniques, this project aims to provide accurate and reliable predictions.

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oscarnieves100/MATLAB-Simulations

This repository contains single-script files for mathematics and physics-related simulations in Matlab. Useful for students who are learning to program or for anyone in industry/research who needs a multi-purpose code for their particular job.

Language: MATLAB - Size: 34.2 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 0

hamsternik/linprog-regress 📦

University project about linear programming problem using regression analysis

Language: R - Size: 39.1 KB - Last synced at: 3 days ago - Pushed at: over 8 years ago - Stars: 1 - Forks: 1

mahesh147/Multiple-Linear-Regression

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

Language: Python - Size: 2.93 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 31 - Forks: 40

redayzarra/machine-learning

These are my notes, lessons, models, and code for topics on machine learning. Topics include everything from data pre-processing to logistic regression intuition, and more!

Language: Jupyter Notebook - Size: 128 KB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 1

xiaojie-qian/House-and-Urban-development

Housing value predictive model (Using US official datasets to build predictive model by using excel)

Size: 168 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

mahesh147/Simple-Linear-Regression

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

Language: Python - Size: 1.95 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 18 - Forks: 31

brunocampos01/predict-which-customers-a-call-center-should-contact

Predict which customers should a call-center call for greater assertiveness in a sale

Language: Python - Size: 16 MB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 0

ShishirShekhar/car-price-prediction

This is a car price prediction web app, which predicts the price of the car on the basis of some inputs.

Language: Python - Size: 61.5 KB - Last synced at: about 1 month ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 2

sabeelahmad/Gradient-Descent

Gradient Descent for N features using two datasets: Boston House data, Power Plant Data

Language: Jupyter Notebook - Size: 190 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 3 - Forks: 2

AkashSaxenaOfficial/Bike_Renting

The objective of this project is to predication of bike rental count on daily based on the environmental and seasonal settings. As it gets easy for an organisation to arrange the resource if the demand spikes.

Language: Jupyter Notebook - Size: 1.83 MB - Last synced at: 4 months ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 1

SohaT7/MechaCar_Statistical_Analysis

The analysis uses R language to run a multiple linear regression, t-tests, and generate summary statistics, in order to aid an automotive company in identifying the production troubles that are hindering the manufacture of a prototype car of theirs.

Language: R - Size: 528 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

vivek2319/Linear-Regression-Prediction

This repository focuses on the projects that I would be doing on "Linear Regression". Feel free to make any improvements. Thanks

Language: Jupyter Notebook - Size: 271 KB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 2 - Forks: 3

bhattbhavesh91/r-squared-negative

Repository showing r squared can be negative

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arorashivoy/ScorePrediction

Created a ML model to predict the score of a person based on the hours put in by him in one weeks period.

Language: Jupyter Notebook - Size: 253 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

rollingstorms/Housing-Data-Linear-Regression

Using Linear Regression to Predict Undervalued Homes In Dutchess County, NY

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AboNady/Multiple_Linear_Regression_From_Scratch

A very simple Multiple Linear Regression (MLR) algorithm from Scratch. I did not use Scikit-Learn or any similar libraries

Language: Python - Size: 12.7 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

starkjones/NYC-Condominium-Rental-Income-Analysis

Predicting condominium rental income using comparable units and various models

Language: Jupyter Notebook - Size: 15.7 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

shuxiaoc/outference

A Tool for Valid Inference Corrected for Outlier Removal in Linear Regressions

Language: R - Size: 95.7 KB - Last synced at: 8 months ago - Pushed at: almost 6 years ago - Stars: 2 - Forks: 1

Suvodeep-Das/Machine-Learning

This repository contains applications of various topics under Machine Learning

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MIchelAshraf/Fifa-19-dataset-analysis

Explanatory/Exploratory Data Analysis on FIFA19 dataset using hypothesis testing, confidence interval , Multiple Linear Regression

Language: Jupyter Notebook - Size: 266 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

sancharee/BikeSharing_LinearRegression

Exploratory Data Analysis and predicting the factors that increase sales of Bike Sharing Company

Language: Jupyter Notebook - Size: 1.67 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

joeyh2/time-series-and-regression

Predicting future movements in the value of Future contract for Japanese yen to U.S. dollar based on historical data. Time Series forecasting and Linear Regression Modeling performed.

Language: Jupyter Notebook - Size: 7.34 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

gokcesucu/Machine-Learning-Lab-1

Hello! All codes belong to me. I created those codes for my Machine Learning Lab Class. Enjoy it!

Language: Jupyter Notebook - Size: 6.09 MB - Last synced at: 4 months ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

natmurad/cancersurvivalprediction

Predicting cancer survival with Logistic Regression.

Language: HTML - Size: 2.46 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

martell-n-tardy/Red-Wine-Case-Study

This case study uses exploratory data analysis (EDA) and regression to predict alcohol levels in wine by modeling several linear regression models with varying parameters.

Language: Jupyter Notebook - Size: 1.89 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

ddm7018/Rwanda-Refugee-Viz

Shiny app visualization of answers to the survey of business conditions in two refugees camps in Rwanda

Language: Python - Size: 17.8 MB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 0

martell-n-tardy/Boston-Housing-Case-Study

In this case study target variables are explored while using two ways of fitting a linear regression model to predict Boston housing prices. The the least squares method is used to estimate the coefficients.

Language: Jupyter Notebook - Size: 425 KB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

narenkhatwani/Bird-Strike-Analysis

The aim of our project is to analyze past years' bird strike data with respect to the phase of flight, time of day, pilot warning status, and various other parameters.

Language: Python - Size: 27 MB - Last synced at: 3 months ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 1

lacayodaniel/walmart-profit-forecast

A project from my python class during my sophomore year. Utilizes matplotlib and sklearn to predict profit at Walmart locations based on city population.

Language: Python - Size: 3.05 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

KulkarniAtharva/Regression-Machine_Learning

A linear regression model in Machine Learning

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jeongookmoon/MLHotelReviews

Prediction & Recommendation. Supervised learning feature (user rating prediction) and unsupervised learning feature (hotel recommendation) utilizing machine learning on 515K Hotel Reviews Data in Europe.

Language: Jupyter Notebook - Size: 144 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

manshitamathur/Machine-Learning

Machine Learning Algorithms

Language: Jupyter Notebook - Size: 79.1 KB - Last synced at: about 1 year ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

Smit-Kakadiya/Basic-Linear-Regression

Developed simple python program that implements Linear Regression on a sample dataset. The object of the class is declared and is fitted with the X_Train and Y_Train data. A graph is plotted using the matplotlib.pyplot to visually represent the Linear Regression model. The programuses sklearn.linear_model from the scikit-learn library to import the class LinearRegression. Y_Pred stores the predicted values of X_Test

Language: Python - Size: 2.93 KB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

TheAhmadOsman/AppliedStatistics

:hash: R, Linear Regression, Inferences, Correlation Analysis, Diagnosis, Remedial Measures,, Multiple Linear Regression, Quantitative and Qualitative Predictors, Logistic Regression and Poisson Regression, FIFA 18 Players Wages Prediction, HR Attrition at IBM Prediction. :1234:

Size: 5.36 MB - Last synced at: 6 months ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0