linear-regression-python

There are 7 repositories under linear-regression-python topic.

• Automatic-irrigation-and-crop-prediction

  komalmenger / Automatic-irrigation-and-crop-prediction

  A system that is capable of automatically irrigating the agricultural field by sensing the parameters of soil in real-time and predicting crop based on those parameters using machine learning. The system also predicts the yield of the crop.

  automationautomatedautomaticmachine-learningmachine-learning-algorithmsiotiot-platformthingspeakpythonarduinodecision-tree-classifierdecision-treesmachinelearningmachinelearningalgorithmsmachine-learning-librarylinear-regressionlinear-regression-modelslinear-regression-python
  Language:Python 21

• bhattbhavesh91 / linear-regression-assumptions

  A small repository explaining how you can validate your linear regression model based on assumptions

  linear-regression-assumptionslinear-regressionlinear-regression-pythonstatsmodelspythonols-statsmodelsvideoassumptions
  Language:Jupyter Notebook 15

• bhattbhavesh91 / boston-housing-prediction-linear-regression

  Predicting Boston Housing Prices using Linear Regression

  boston-housing-predictionlinear-regressionlinear-regression-python
  Language:Jupyter Notebook 12

• My-Machine-Learning-Projects-CT / Linear-Regression-Prediction-Project-Part-1

  Analyse a Dataset of Ecommerce company based in New York City that sells clothing online , order either on a mobile app or website for the clothes they want.Predict whether to buy using mobile app or website

  linear-regression-pythonmatplotlib-pyplotnumpypandaspythonseabornsklearn
  Language:Python 12

• avivfaraj / DSCI631-project

  Machine learning project to predict NYC property prices.

  pandasmachine-learningdata-sciencepythonsklearnrandom-forest-regressordecision-tree-regressorlinear-regression-python
  Language:Jupyter Notebook 6

• antonior92 / advtrain-linreg

  Explore properties adversarial training in linear models. Companion code to the paper "Regularization properties of adversarially-trained linear regression"

  adversarial-attacksadversarial-machine-learninglinear-modelslinear-regressionlinear-regression-pythonmachine-learning
  Language:Jupyter Notebook 4

• Jishnnu / Simple-Linear-Regression

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

  linear-regressionlinear-regression-python
  4

• aana0308 / CalCOFI-dataset-regression-analysis

  Using regression analysis to find the relation between water temperature and salinity in the CalCOFI dataset

  machine-learningregression-analysislinear-regression-pythonpolynomial-regressionlinear-regressiondac-vitc-a2dac-vitc-a2r
  Language:Jupyter Notebook 2

• abhilampard / Multiple-Linear-Regression-From-Scratch

  Multiple Linear Regression from scratch without using scikit-learn.

  linear-regressionlinear-regression-pythonmultiple-linear-regressionlinear-regression-scratchmachine-learning-scratchregression
  Language:Jupyter Notebook 2

• annapoorna-a-k / STUDENT-GRADE-PREDICTION-using-Linear-Regression

  Mathematics for Intelligent Systems-1 Project on Student Grade Prediction using Linear Regression

  pythonstudentgradepredictionlinear-regressionlinear-regression-pythonmachine-learning
  Language:Jupyter Notebook 2

• Ayoub-etoullali / Activites-Pratiques-ML

  PCA For Dimension Reduction And Visualization, Temperature-Yield Prediction Via Linear Regression, And Linear Fit Optimization Using Gradient Descent.

  dimension-reductionmachine-learningmachine-learning-algorithmsmachine-learning-projectsmachinelearningpcaprincipal-component-analysisprincipal-component-analysis-pcavisualizationlinear-regressionlinear-regression-modelslinear-regression-pythontemperature-predictionlinear-optimizationlinear-fitgradient-descentgradient-descent-algorithmgradient-descent-implementationgradient-descent-methodsgradient-descent-python
  Language:Jupyter Notebook 2

• girirajv10 / Linear-Regression

  Linear Regression Algorithms for Machine Learning using Scikit Learn

  linear-regressionmachine-learningsimple-linear-regressionlinear-regression-modelslinear-regression-pythonlinear-regression-sklearnregressionsklearnmultiple-linear-regressionlinear-regression-basics
  Language:Jupyter Notebook 2

• Jishnnu / Multiple-Linear-Regression

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

  linear-regression-modelslinear-regression-python
  Language:Jupyter Notebook 2

• ruhil528 / ML-Projects

  machine-learningneural-networklinear-regression-pythoniris-datasetpima-indians-datasetperceptron-learning-algorithm
  Language:Jupyter Notebook 2

• singhishita / Linear_Regression_Using_Python

  Short Project by Coursera on Linear Regression With Python

  coursera-pythonlinear-regressionlinear-regression-pythonmachine-learning
  Language:Jupyter Notebook 2

• ss-python-projects / student-grade-predictor

  A predictor for students' grade using Linear Regression

  linear-regression-pythonmachine-learningpython-predictor
  Language:Python 2

• TEAM-7-SAD / SweetAvenuePOS

  Point-of-Sale (POS) for Sweet Avenue Coffe • Bakeshop

  point-of-saleapriori-algorithm-pythonlinear-regression-python
  Language:CSS 2

• Vineeta12345 / Simple-Linear-Regression

  performs simple linear regression over a given dataset

  python-3simple-linear-regressionlinear-regressionlinear-regression-python
  Language:Python 2
• Multiple_Linear_Regression_From_Scratch

  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

  linearmachine-learningmachine-learning-algorithmslinear-regressionartificial-intelligencehouse-price-predictionlinear-regression-modelslinear-regression-pythonlinear-regression-scratchmultivariate-regressionregression-algorithmssklearn
  Language:Python 1

• debasishray16 / StockPredictor

  This project basically aims to provide a visual representation and comparative analysis of close price data related to different company ticker. It involves an interactive dashboard for users to display analysis and prediction of stocks data by using LSTM + XG-Boost model

  artificial-intelligencecssjavascriptlinear-regression-pythonmachine-learninghtml5lstm-neural-networksyfinance-data-warehouserandom-forest-classificationtailwind-csskeras-neural-networksreactjsstreamlittensorflow-modelsdeep-learningdocker-composerecharts-jsxgboost-regression
  Language:JavaScript 1

• vinay-patel22 / TourPredict

  TourPredict is a predictive modeling project that analyzes the impact of environmental factors on tourism resource allocation. Using data on temperature, air quality, noise levels, and visitor statistics, it builds models (Linear Regression, Random Forest) to forecast resource needs and optimize site management.

  data-sciencedata-science-portfoliodata-science-projectsdata-visualization-dashboarddata-visualization-projectenvironmental-data-sciencekaggle-datasetlinear-regression-pythonmachine-learning-algorithmspredictive-modelingrandom-forestresource-allocationtourism-analysistourpredictvinay-patelvinay-patel-portfoliovinay-patel22vinay-patel22-portfolio
  Language:Jupyter Notebook 1

• YongWookHa / linear-regression-python

  linear regression python implementation

  linear-regressionpythongradient-descentlinear-regression-pythonwithout-sklearn
  Language:Python 1

• ahoirg / Compare_LinearRegression_and_NN_Results_DLTA

  Deep Learning and Text Analysis: Compare Linear Regression and Neural Network Results

  deep-learningdeep-neural-networksjyputer-notebooklinear-regressionlinear-regression-modelslinear-regression-pythonneural-networkspython3
  Language:Jupyter Notebook 0

• devavinothm / car-price-predictor

  Car Price Predictor using Linear Regression and Quikr Car Dataset

  flasklinear-regression-pythonmatplotlibseaborn
  Language:Jupyter Notebook 0

• jasilva1 / Using-Machine-Learning-to-Predict-Stock-Price-Movements

  Machine Learning: LSTM Network

  linear-regression-pythonlstm-neural-networksmachine-learningstock-market
  Language:Jupyter Notebook 0

• KAVIN-101203 / Linear-Regression

  Linear regression is a statistical method for modeling relationships between a dependent variable with a given set of independent variables. Note: In this article, we refer to dependent variables as responses and independent variables as features for simplicity.

  linear-regression-pythonpython3
  Language:Jupyter Notebook 0

• Kirk-kud / KIRKKUDOTO._SportsPrediction

  Using Linear Regression to build a model that can predict football player rating based on key statistics

  linear-regression-python
  Language:Jupyter Notebook 0

• Ray-sunny / Machine_Learning_project

  Machine learning regression analysis on salary data and cost function optimization with 3D visualization.

  cost-functionsdata-analysisdata-visualizationgradient-descentlinear-regression-pythonmachine-learning-modelspython
  Language:Jupyter Notebook 0

• rfuller84 / Predicting_House_Prices

  The goal of this project is to build a model that can accurately predict the price of a house based on its features.

  feature-engineeringfeature-selection-methodslinear-regression-pythoncollinearitydata-visualizationseabornscikit-learnpython
  Language:Jupyter Notebook 0

• spnc1 / LinearRegressionBasics

  Screwing around with Machine Learning

  linear-regressionlinear-regression-pythonmachine-learningmachine-learning-algorithmsmachine-learning-algorithms-from-scratchpython
  Language:Python 0

• Awais11227 / Regression_Analysis

  Python examples of regression analysis, including simple linear regression, multiple regression, model evaluation, and data visualization.

  linear-regressionlinear-regression-modelslinear-regression-pythonmachine-learningmultiple-regressionmultiple-regression-analysisregressionregression-analysismodel-evaluation-data-visualizatio
  Language:Jupyter Notebook

• Chetanpyasi / linear-regression-scratch-vs-sklearn

  A comparison of Linear Regression implemented from scratch using Gradient Descent in Python versus Scikit-learn’s built-in LinearRegression model. Includes training, evaluation using Mean Squared Error, and insights into how gradient descent compares with the closed-form solution.

  from-scratch-in-pythongradient-descent-implementationlinear-regression-pythonmachine-learning-algorithmspythonscikit-learn-python
  Language:Jupyter Notebook

• RakibulHasanRatul / scratch-lr

  A simple python program with no external dependancy to predict the house rent at various locations. in Dhaka, Bangladesh.

  built-from-scratchhttp-serverlinear-regressionlinear-regression-pythonlinear-regression-scratchmachine-learningmachine-learning-algorithmsmachine-learning-from-scratchmachine-learning-from-zeromachine-learning-modelsmachine-learning-projectshttp-server-backendurllib-python
  Language:Python

• 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!

  data-preprocessingdata-sciencedatapreprocessingmachine-learningmachine-learning-algorithmslinear-regressionlinear-modelslinear-regression-modelslinear-regression-pythonsimple-linear-regression
  Language:Jupyter Notebook

• Suvodeep-Das / Machine-Learning

  This repository contains applications of various topics under Machine Learning

  data-sciencemachine-learninglinear-regression-modelslinear-regression-pythongradient-descentjoblibpicklepython
  Language:Jupyter Notebook

• TECH-JUMAN / Linear-Regression

  Machine learning project implementing linear regression for housing price prediction using Python and scikit-learn

  data-science-projectshouse-price-predictionlinear-regression-pythonmachine-learningpythonscikit-learn
  Language:Jupyter Notebook