S-B-Iqbal/Predicting-Power-Output-of-a-combined-cycle-power-plant.

The objective of the Project is to predict ‘Full Load Electrical Power Output’ of a Base load operated combined cycle power plant using Polynomial Multiple Regression. Concepts : 1) Clustering, 2) Polynomial Regression, 3) LASSO, 4) Cross-Validation, 5) Bootstrapping

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pavankalyan1997/Machine-Learning-Using-Scikit-learn-and-other-libraries

Machine Learning algorithms implementation using Python

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lorenzoelia/autoscout24_scraping

Python-based web scraping and data analysis tool designed to collect vehicle listings from the Autoscout24 website.

Language: Python - Size: 48.8 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Niranjankumar-c/OverFitting

Analyse OverFitting of data

Language: R - Size: 545 KB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 1

ManojKumarMaruthi/Regression

Metro Interstate Traffic Volume

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Moozzaart23/py-Regressor

Implementation of Gradient-Descent algorithms in python from scratch

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gauravthakur047/CalCOFI-dataset-Regression-Analysis

Regression Analysis of oceanographic data to find the relationship between the temperature and the salinity of water.

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xadityax/ML-Models-from-scratch

Various machine learning models written from scratch.

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chunhuayu/Statistical-Model-Using-R

Time Series Model, Simple Linear Regression Model, Multiple Linear Regression Model, Polynomial Regression Model,Logistic Regression Model

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TheScientistBr/TextMining

Text classification using Polynomial regression

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prathmachowksey/Multivariate-Polynomial-Regression

Multivariate Polynomial Regression using gradient descent with regularisation

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Amitha353/Machine-Learning-Regression

Machine-Learning-Regression

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erlndofebri/Insurance-Charge-Prediction

This project is trying to predict how much insurance premium of someone based on personal information

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Araon/Covid19-Dasboard

Plot and Predict active Covid Cases in India

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eaglewarrior/Machine-learning

This repository will contain all the stuffs required for beginners in ML and DL do follow and star this repo for regular updates

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Prometheussx/Polynomial-Linear-Regression

Applying Polynomial Regression to Improve Predictive Accuracy in Nonlinear Data Modeling, achieving more accurate results

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jamesdhope/regression-models

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

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ramiyappan/Autopilot-LinearReg

Predict Controller-input of Auto-pilot using Linear Regression with Polynomial Features and apply Regularization.

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Keerthivasan13/CSCI567-Machine_Learning

Machine Learning models

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apgeorg/Model-Predictive-Control

Model Predictive Control

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derinsu1/Polynomial_Regression_From_Scratch

Linear and polynomial regression algorithms implemented on python from scratch using gradient descent.

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katrina-maestro/MLpolynomialregression

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priyanka-ddit/Linear-Regression

To analyze data and implement different types of linear regression models. Compare results by visualizing output and conclude best model.

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kk289/ML-Regularized_Linear_Regression-Bias_Variance-MATLAB

Here, we implement regularized linear regression to predict the amount of water flowing out of a dam using the change of water level in a reservoir. In the next half, we go through some diagnostics of debugging learning algorithms and examine the effects of bias v.s. variance.

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kailash-turimella/Regression-Using-Python

Machine Learning Models using Python (Regression)

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NisAr-PakhtoOn/4V_polynomial-solution

in this notebook, polynomial regression is used on a dataset

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bonStats/gcreg

General Constraint Regression Models

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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: almost 5 years ago - Stars: 10 - Forks: 14

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

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Mervin-Abraham/Covid-19-Prediction-and-Analysis

Time Series Prediction on COVID-19 using Support Vector Machine (SVM), Bayesian Ridge, and Polynomial Regression

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jayashree2699/CovidPrediction

Covid-19 Time-Series Prediction using Stacked Ensemble

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hwixley/IAML-cwk1

Introductory Applied Machine Learning - Coursework 1: simple machine learning model development, and analysis using Sci-Kit Learn and Numpy

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farooqueesamiya/Regression-Models-for-Salary-Prediction

In this repository, we will investigate various regression models to predict whether an individual being interviewed is misrepresenting their salary.

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JaniShreyas/PolynomialRegression1D

A from scratch (mostly) implementation of Polynomial Regression Model for a 1D Dataset

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jaimedantas/least-squares-regression

Regularized least-squares algorithm over the empirical risk minimization

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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

InfiniteCuriosity/My-machine-learning-templates

This is where I'll post my machine learning templates that I've created

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InfiniteCuriosity/An-Introduction-To-Statistical-Learning

Working through all the exercises for An Introduction to Statistical Learning by Gareth James, Daniela Witten, Trevor Hastie and Robert Tibshirani.

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javlim/PolynomialRegression-CostPerUnitSoldPrediction

Polynomial Regression Practice for Cost Per Unit Sold prediction

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javlim/PolynomialRegression-PredictSalaryvsNumberofYearsofExperience

Polynomial Regression Model Practice for Salary VS Years of Experience

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anshulsinghchouhan4/regression

Here you find all the algorithm of regression to implement on your dataset and check which algorithm is best fit to your dataset

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Kmohamedalie/Supervised_Machine_Learning-Regression

Regression Algorithms

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sneha14sawant/Polynomial_Regression_Salary_Prediction

Polynomial Regression-- Predict Salary Of New Employee

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Night0Fury/ML_Internship_Project_2023

Analyze WW2 weather conditions & aerial bombing impact using NOAA data. Visualize trends & use regression models for insights.

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rezamosavi8740/OnlineNewsPopularity-analysis

This exercise is the first series of machine learning course at Shahid Beheshti University. This exercise is for regression.

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loopiiu/DSP2_Midterm

Implementing different regression models on Data Scientists salary dataset.

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GabbyDG2805/Machine-Learning

Work completed for assignments during the Machine Learning module of second year Computer Science. This module introduced Python and many Machine Learning strategies such as Polynomial Regression, K-Means Clustering, Data Processing, Plotting, and Artificial Neural Networks. Reports were also written discussing these strategies and their implementations.

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AriolaLeka/Polynomial-Regression

Uncover patterns in data using Python and PyTorch. Estimate and visualize polynomial curves for improved predictions and insights.

Language: Python - Size: 7.81 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

Muhthoriqas/Fish_Weight_Prediction_Linear_And_Polynomial_Regression

MID Project Unhas Machine Learning Course

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sebgatullah372/Rainfall-Prediction-of-Bangladesh-using-machine-learning

Language: Python - Size: 16.6 KB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0

susanli2016/Machine-Learning-with-R

R codes for common Machine Learning Algorithms

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hakanskn/Fuel-Consumption-Prediction-Polynomial-Regression

Fuel Consumption Prediction by Polynomial Regression

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muskan-setiya/solar-energy-efficiency

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yoyolicoris/ML_HW1

My implementation of homework 1 for the Machine Learning class in NCTU (course number 5088).

Language: Python - Size: 7.81 KB - Last synced at: 2 days ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 1

MINED-MATKIT/Fitter

Fitting module. Used for establishing functions/linkages between material descriptors and process or property parameters.

Language: Matlab - Size: 286 KB - Last synced at: almost 2 years ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 2

afnanAlgogandi/TEMPERATURE-PREDICTION

developed a model that can predict air temperature according to atmospheric pressure.

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J3FALL/LASSO-Regression

LASSO Regularization in C++

Language: C++ - Size: 2.25 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 13 - Forks: 5

jparkington/Jane

Part of an interview process requiring a demonstration of abstract relational knowledge and SQL commands.

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NAVEENDATAANALYST/Automobile-Dataset-Prediction-and-Decision-Making

The dataset you can find in Kaggle

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MMj4beer/Machine-Learning-A-Z

Machine Learning A-z

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nguyennhukhanh/polynomial-regression

Building Polynomial Regression with Typescript

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vktrbr/optimization_ml

Optimization in ML

Language: Python - Size: 12 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 10 - Forks: 1

rashidch/Machine-Learning-coding-homeworks

Naive-bayes-from-scratch, bayesian-regression-from scratch, LSE, Online-Learning

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trio-at-optimization/optimization-lab2 📦

Implementing and researching Stochastic Gradient Descent.

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niloufareshghi/Trail-Optimization

Provincial Park Trail Development: Optimizing a New Trail in a Canadian Mountainous Region

Language: Python - Size: 84 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

andreiramani/Data-Analysis-with-Python

Data Analysis with Python by Coursera

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Ayumu098/machine-learning

This is a simple repository of projects that utilize machine learning fundamentals, made as part of the requirements for COE197ML Foundations of Machine Learning (Academic Year 2022-2023) under the Electrical and Electronics Engineering Institute of the University of the Philippines Diliman.

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Coder-Chitta/Machine-Learning-Hands-On-Regression-

Regression

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mrpintime/Student_performancePrediction

Using data science methodology and predictive analysis to predict student performance

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iamkirankumaryadav/Predictive-Analytics

Predictive Analytics

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DArtagnant/Math_triangles

Résolution par régression polynomiale d'un problème ouvert

Language: Python - Size: 26.4 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

Karl1b/polyCurve_fit

Python scipy curve_fit wrapper that fits a range of polynomic functions and returns the best fit.

Language: Python - Size: 450 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

RiccardoGai/linear-polynomial-regression

Linear and polynomial regression (third degree) using TensorFlow.js

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awiksshiith-narang/Lasso_Regression

This model trains according to the data and makes a Polynomial Regression curve of degree 16. The model is regularized using Lasso regression. It also compares the predicted values with original outputs and for different alphas.

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awiksshiith-narang/Ridge_Regression

This model trains according to the data and makes a Polynomial Regression curve of degree 16. The model is regularized using Ridge regression. It also compares the predicted values with original outputs and for different alphas.

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awiksshiith-narang/Polynomial_Regression

This model predicts the house value afforded by a family in California based on their income. This model is trained using Linear Regression, Polynomial (Cubic) Regression and compares the error among the predicted values obtained through Linear and Polynomial regression. The datasets used is California Housing Data sets from Kaggle website.

Language: Python - Size: 470 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

MeghnathReddy/Concrete-Compressive-Strength-Prediction

Different modeling techniques like multiple linear regression, decision tree, and random forest, etc. will be used for predicting the concrete compressive strength. A comparative analysis will be performed to identify the best model for our prediction in terms of accuracy. The best model will be helpful for civil engineers in choosing the appropriate concrete for bridges, houses construction.

Language: Jupyter Notebook - Size: 1010 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 10 - Forks: 5

riccmon/Machine-Learning

Lab sessions of the Machine Learning course of the Artificial Intelligence Master's degree at UniBo

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abccastro/House-Price-Prediction-using-Polynomial-Regression

Predicting house price for King County, USA using Polynomial Regression

Language: Jupyter Notebook - Size: 126 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 2

Brian-GL/CALCULATOR-BRIDGE-CourseRoom

CourseRoom Bridge Used By CourseRoom Calculator To Run Evolutive Polinization Optimization Algorithm To Resolve Lineal And Polynomial Regression To Predict Scores

Language: MATLAB - Size: 22.5 KB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

sahinebrar/MachineLearningExercises

Exercises for machine learning techniques with various datasets

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HarshRanjaN-17/Machine-Learning

ML basic models

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michsiec/covid19-predictive-analysis

COVID-19 data analysis and forecasting using machine learning and deep learning methods.

Language: Jupyter Notebook - Size: 5.27 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

SarCode/ML-Code-Tutorials-Udemy

Complete Tutorial Guide with Code for learning ML

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buteparag/ML-Projects

Machine Learning Algorithms and implementation on various datasets

Language: Jupyter Notebook - Size: 844 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

SantiagoMorenoV/Position-vs-Salaries

This project estimates four regression models to evaluate and predict the salary an interviewed candidate asserted he earned in his previous job.

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Arvindhh931/Mileage-prediction

Fuel Efficiency of car in miles per gallon

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faezehabibi66/Regression

Linear Regression

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ericleonen/poly-regressor

Polynomials from points

Language: TypeScript - Size: 90.8 KB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

tanya-jp/LinearAlgebra

Four Mini-Projects Based on the Important Topics in Linear Algebra, Such as Augmented Matrix, Shear Transformation, Linear and Polynomial Regression, and SVD

Language: Python - Size: 132 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

bissessk/Regression-Analysis-of-COVID-19

The objective of this project is to study the COVID-19 outbreak using basic statistical techniques and make short term predictions using ML regression methods.

Language: Jupyter Notebook - Size: 1.14 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 5 - Forks: 2

IsaacCheng9/stock-exchange-analysis

Forecasting prices using stock market index data with ridge, LASSO, and polynomial regression.

Language: Jupyter Notebook - Size: 80.7 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

wkrzywiec/polish-crops

Machine learning project to find out if price of a wheat in Poland depends on a weather.

Language: Jupyter Notebook - Size: 2.95 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

parisimaa/ML_PolyReg

Polynomial Regression

Language: MATLAB - Size: 27.3 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

kushalshm1/MachineLearning-StudyModules

Jupyter notebooks containing explanation of Machine Learning Algorithms

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alvarojob20/Automobile-Data-Set-with-Python

In this series of notebooks, we will dive into each step of the data analysis process of a data set with some information about a list of cars and several attibutes, including their prices. So essentially we will develop a model to predict cars price.

Language: Jupyter Notebook - Size: 1.02 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

esharma3/project_austin_air_quality_analysis_and_prediction

The purpose of this project is to analyze the impact of climate change on air quality for the city of Austin and create a machine learning model that can establish a correlation between the level of air pollutants like Ozone and NO2 and the climate parameters by using regression models and null hypothesis.

Language: Jupyter Notebook - Size: 1.57 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0

Nandan9911/Problems-on-car-and-house-price-prediction

Regression analysis

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Defcon27/Data-Analysis-of-Indian-Automobile-dataset-using-Machine-Learning-in-R

The project aims to perform various visualizations and provide various insights from the considered Indian automobile dataset by performing data analysis that utilizing machine learning algorithms in R programming language.

Language: R - Size: 13 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 7

JangirSumit/data_science

Edureka "Data Science with Python" course solutions

Language: Jupyter Notebook - Size: 49.5 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 20 - Forks: 59