npradaschnor/machine-learning-project

Boston House Dataset: descriptive and inferential statistics, and prediction of the variable price using keras to create a neural network.

Language: Jupyter Notebook - Size: 7.3 MB - Last synced: 20 days ago - Pushed: over 3 years ago - Stars: 3 - Forks: 2

kristpapadopoulos/house-price-predictions

Tensorflow Lattice Regression for predicting house prices

Language: Jupyter Notebook - Size: 6.22 MB - Last synced: about 1 month ago - Pushed: over 5 years ago - Stars: 2 - Forks: 3

EN10/BostonHousing

Boston Housing Dataset Example

Language: Jupyter Notebook - Size: 615 KB - Last synced: about 1 month ago - Pushed: 10 months ago - Stars: 1 - Forks: 1

Georg963/Data-Analysis-with-Python

Statistics for Data Science with Python

Language: Python - Size: 669 KB - Last synced: about 2 months ago - Pushed: over 2 years ago - Stars: 1 - Forks: 1

mukeshmk/toy-datasets

Implementation of various algorithms on scikit-learn's Toy Datasets.

Language: Scilab - Size: 25.9 MB - Last synced: 2 months ago - Pushed: almost 4 years ago - Stars: 1 - Forks: 0

razamehar/Statistical-Analysis-on-the-Boston-Housing-data

R-based statistical analysis of Boston Housing Data. Explored feature scales, computed descriptive stats, visualized data, and identified outliers (e.g., higher crime rates in specific areas). Examined variable relationships, calculated correlation coefficients, and presented findings via cross-classifications.

Size: 851 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

dhruvxsethi/Boston-House-Price-Prediction

ML Project Using Linear Regression - Predict Prices of Houses in Boston

Language: Jupyter Notebook - Size: 1.32 MB - Last synced: 5 months ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

Shivank1006/Regression_Analysis_on-Boston-House_Dataset

Data Science Assignment

Language: Jupyter Notebook - Size: 548 KB - Last synced: 6 months ago - Pushed: almost 4 years ago - Stars: 1 - Forks: 0

prakharchoudhary/Tale-O-Regression

Understanding regression.

Language: Jupyter Notebook - Size: 922 KB - Last synced: 7 months ago - Pushed: over 6 years ago - Stars: 2 - Forks: 0

qin-yu/julia-regression-boston-housing

2018 [Julia v1.0] machine learning (linear regression & kernel-ridge regression) examples on the Boston housing dataset

Language: Julia - Size: 591 KB - Last synced: 8 months ago - Pushed: over 5 years ago - Stars: 11 - Forks: 4

celest4e/linearregression-bostonhousing

In this project, I created a linear regression analysis of the Boston Housing Dataset with Python

Language: Jupyter Notebook - Size: 587 KB - Last synced: 5 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

meetgandhi123/Machine-Learning-101

Hello friends, I am making a Machine Learning repo. where I will upload several datasets and its solution with explanation. Starting from the basic and moving up in difficulty level.

Language: Jupyter Notebook - Size: 72.4 MB - Last synced: 10 months ago - Pushed: almost 4 years ago - Stars: 3 - Forks: 5

ninasiam/housing_data_analysis

A collection of small data science projects to predict house pricing for two different datasets

Language: Jupyter Notebook - Size: 4.42 MB - Last synced: 10 months ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

sjmiller8182/Boston_Home_Prices_Udacity_Project

Udacity project on using linear regression to predict housing prices in Boston.

Language: HTML - Size: 574 KB - Last synced: 11 months ago - Pushed: almost 6 years ago - Stars: 0 - Forks: 0

drzeeshanaliofficial/simple-linear-regression-on-boston-dataset

Simple Linear Regression Implementation using Python on Boston Housing Dataset

Language: Jupyter Notebook - Size: 102 KB - Last synced: 11 months ago - Pushed: over 2 years ago - Stars: 1 - Forks: 1

DwivediAman-exe/Boston-house-price-prediction

Boston House 🏡 price prediction ML project ✔️

Language: Jupyter Notebook - Size: 1.38 MB - Last synced: 11 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

simrann20/Gradient-Descent

Gradient Descent Algorithm Projects

Language: Jupyter Notebook - Size: 28.3 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

faezehabibi66/MLE-Maximum-Likelihood-Estimation

Estimation Boston Housing using Maximum Likelihood Estimation

Language: Python - Size: 47.9 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 1 - Forks: 0

faezehabibi66/MAP-Maximum-A-Posteriori-Estimation

Estimating Boston Housing using Maximum A Posteriori Estimation

Language: Python - Size: 56.6 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 1 - Forks: 0

aps19/B-Spline-Regression

Regression by diviging data into bins and fitting different degree of polynomials on each bin.

Language: Jupyter Notebook - Size: 142 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

antra0497/Udacity-Predicting-Boston-Housing-Prices

Language: Jupyter Notebook - Size: 580 KB - Last synced: about 1 year ago - Pushed: about 6 years ago - Stars: 10 - Forks: 10

agoila/boston_housing

Udacity MLND P1: Predicting Boston Housing prices

Language: HTML - Size: 238 KB - Last synced: about 1 year ago - Pushed: about 6 years ago - Stars: 1 - Forks: 0

geekquad/Lasso-Ridge-Regression-and-Elastic_Net-Regularization-from-Scratch

Basic implementation of Lasso, Ridge Regression and Elastic-Net Regularization.

Language: Jupyter Notebook - Size: 624 KB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 3 - Forks: 1

JangirSumit/BostonHousePricePrediction

Predicting Boston House Prices

Language: Jupyter Notebook - Size: 41 KB - Last synced: about 1 year ago - Pushed: almost 5 years ago - Stars: 4 - Forks: 10

Divyanshu-Sri316/Boston-House-Pricing

This project is a Web Application that can be used to predict the Price of house in city of Boston. Boston-Housing-Dataset is used during our Data Analysis process, `Multivariate Regression` is performed and a Regressor model is created. An API is created to run the Dockered Model over the `Heroku Cloud Platform` using `Github Actions`.

Language: Jupyter Notebook - Size: 3.28 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

aniket53/Boston-House-Pricing

Boston house price prediction using Linear Regression Machine Learning model

Language: Jupyter Notebook - Size: 1.8 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

guilhermedom/PCA-multivariate-regression

Quick analysis on multivariate regression using PCA and R2 score to select variables.

Language: Jupyter Notebook - Size: 155 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

mortezagholi79/Project_ML2

Objective of the repository is to learn and build machine learning models using Python for data Housing Median Price ( BostonHousing).

Language: R - Size: 281 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

AhmedShoeb0/BostonHousingPrice_PreditionModel

Machine learning model implemented to accurately predict the housing prices in Boston suburbs.

Language: R - Size: 18.6 KB - Last synced: over 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

quocduyenanhnguyen/Data-Mining-Case-Study-Project

In this project, for supervised learning, I used regression and decision tree techniques to build predictive models and tested model accuracy by evaluating MSE and misclassification cost. For unsupervised learning, I performed cluster analysis on Iris dataset to identify subgroups and I used association rules to analyze transaction details in the Groceries dataset.

Language: R - Size: 1.01 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

saheelahmed2/Boston-Housing-EDA

Exploratory Data Analysis on Boston Housing Dataset . This data set contains the data collected by the U.S Census Service for housing in Boston, Massachusetts.

Language: Jupyter Notebook - Size: 1.82 MB - Last synced: about 1 year ago - Pushed: almost 6 years ago - Stars: 3 - Forks: 3

Programmer7129/Boston-Housing-Prediction-Model

This code file predicts the House prices (MEDV) based on given features.

Language: Jupyter Notebook - Size: 130 KB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

lilianchi/Boston-Housing-Price-Prediction-with-Regression

A repository with my course practice in MGMT590 Machine Learning at Krannert School of Management, Purdue University.

Language: Jupyter Notebook - Size: 85.9 KB - Last synced: 6 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

thealexsamexe/Boston-House-Price-Prediction

This project is based on Boston House Price Prediction using Linear Regression and Random Forest Regressor.

Language: Jupyter Notebook - Size: 453 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

AkashSCIENTIST/boston-housing-price-prediction

Language: Jupyter Notebook - Size: 2.84 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

tuanio/elm-implementation

Language: Jupyter Notebook - Size: 24.4 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 1 - Forks: 2

kalsam123/Boston-House-price-prediction-using-regression

A machine learning web app for Boston house price prediction.

Language: Jupyter Notebook - Size: 1010 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 1

dumebi/Predicting-Boston-Housing-Prices

Udacity Machine Learning Course Predicting Boston Housing Prices

Language: Python - Size: 3.51 MB - Last synced: about 1 year ago - Pushed: about 6 years ago - Stars: 6 - Forks: 14

bmshahrier/boston-house-price-prediction

Boston house price prediction.

Language: Python - Size: 3.25 MB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 5 - Forks: 2

somjit101/DS-Linear-Regression

A simple Linear Regression model using the Boston Housing Prices Dataset

Language: Jupyter Notebook - Size: 46.9 KB - Last synced: 11 months ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

alik604/Notebooks

Notebook for Data Science - Machine Learning

Language: Jupyter Notebook - Size: 147 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 1 - Forks: 1

OtemaY/Real_pricing

A project on Data manipulation and visualisation in jupyter notebook. This task focused is on The Boston House Dataset. The goal is to make predictions of a house to determine the factors on which the price depends.

Language: Jupyter Notebook - Size: 1.32 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

Deiv101/Linear-Regression-Model

Linear Regression with Boston Housing Dataset

Language: Jupyter Notebook - Size: 1.46 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

BrandonXue/ridge-regression

Machine Learning: Ridge Regression

Language: Jupyter Notebook - Size: 137 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

kanishksh4rma/Boston_House_Price_Prediction

Boston_House_Price_Prediction

Language: Jupyter Notebook - Size: 51.8 KB - Last synced: 4 months ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 0

Develop-Packt/Exploratory-Data-Analysis

Perform exploratory data analysis techniques, such as predictive models and advanced visualization, on the Boston Housing Dataset.

Language: Jupyter Notebook - Size: 16.3 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 1

harshit37/Regression-Analysis

This contains code as well as report for the different variants of linear regression (OLS,RIDGE,LASSO) on the BOSTON HOUSING PRICE DATASET. Further it also includes various inferences corresponding to the comparison done between different variants..

Language: Jupyter Notebook - Size: 240 KB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 0 - Forks: 0

suryanktiwari/Linear-Regression-and-K-fold-Cross-Validation

Implementing Linear Regression for various degrees and computing RMSE with k fold cross validation, all from scratch in python.

Language: Python - Size: 410 KB - Last synced: 11 months ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 0

tulsyanp/boston-housing-dataset-visualization-tableau

Relationship between Boston's Residential Building's Interior Characteristics to the Building's Assessed Value

Size: 27.7 MB - Last synced: about 1 year ago - Pushed: about 4 years ago - Stars: 0 - Forks: 0

iabhijith/boston_housing

Language: HTML - Size: 137 KB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

deepak525/Boston-Housing-Prices

Predict the best selling price of a new home in Boston

Language: HTML - Size: 418 KB - Last synced: about 1 year ago - Pushed: almost 6 years ago - Stars: 0 - Forks: 4

shikharvaish28/Boston-House-Prediction

A notebook with core concepts of gradient descent algorithm to predict the prices for houses in Boston

Language: Jupyter Notebook - Size: 6.63 MB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 0 - Forks: 0

adrianlievano/predict_bostonhousingprices

Predicting boston housing prices using logistic regression, gridsearchcv

Language: HTML - Size: 512 KB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 1 - Forks: 1

g4brielvs/data-science-playground

Collection of data science and visualization exercises

Language: Jupyter Notebook - Size: 1.68 MB - Last synced: about 1 month ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

praxitelisk/MLND-P1-Boston-Housing-Prices

Machine Learning Udacity Nanodegree Program, Project 1, Predicting Boston Housing Prices

Language: HTML - Size: 639 KB - Last synced: 11 months ago - Pushed: over 6 years ago - Stars: 0 - Forks: 0

vishaldpatel92/Linear-Regression-Model-for-Boston-Housing-Dataset-Vishal-_files

Implementing linear regression on Boston Housing dataset using scikit-learn

Language: Jupyter Notebook - Size: 2.07 MB - Last synced: about 1 year ago - Pushed: over 6 years ago - Stars: 1 - Forks: 1

nirajdevpandey/linear_regression

This repository is dedicated for learning linear regression on Boston housing data set using R

Language: R - Size: 94.7 KB - Last synced: about 1 year ago - Pushed: almost 6 years ago - Stars: 0 - Forks: 0

shourya1997/boston_housing

In this project, you will apply basic machine learning concepts on data collected for housing prices in the Boston, Massachusetts area to predict the selling price of a new home.

Language: Jupyter Notebook - Size: 154 KB - Last synced: about 1 year ago - Pushed: about 6 years ago - Stars: 0 - Forks: 0

Venka97/Boston-housing

Used machine learning techniques to predict the prices of houses in the Boston housing market dataset.

Language: HTML - Size: 306 KB - Last synced: about 1 year ago - Pushed: almost 7 years ago - Stars: 2 - Forks: 3

jonad/boston_housing_price

Predicting Boston Housing Prices.

Language: Jupyter Notebook - Size: 1.83 MB - Last synced: about 1 year ago - Pushed: over 6 years ago - Stars: 0 - Forks: 1

fanta-mnix/boston-housing-prices-exploration

Model evaluation and validation applied to Boston Housing Prices dataset using Python

Language: Jupyter Notebook - Size: 18.6 KB - Last synced: about 1 month ago - Pushed: about 7 years ago - Stars: 0 - Forks: 0