Samuelson777/Wine-Quality-Prediction

Predicting red wine quality using machine learning techniques. This project utilizes the Wine Quality dataset to build a regression model, evaluate its performance, and visualize results, demonstrating practical applications in data analysis.

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mkhekare/wine_ml

Predict the quality of wine using various features from two datasets: red and white wine. It addresses the class imbalance problem prevalent in the dataset, particularly in the quality labels.

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ndomah1/Red-Wine-Quality-Exploratory-Data-Analysis-in-Python

This project performs a comprehensive exploratory data analysis on the Red Wine Quality dataset using Python to uncover key patterns, relationships, and insights that influence wine quality.

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Dhanush-R-git/MLoperations-project-with-mlflow

This project involves building a end to end ML to predict the quality of wine based on various chemical properties. The dataset used includes features such as acidity, sugar content, pH level, and alcohol content. The goal is to provide an accurate prediction of wine quality on a scale from 0 to 10.

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benzerinsio/WineQuality-EDA

📊 Análise Exploratória de Dados (EDA) - Vinhos Tintos | Exploração de características físico-químicas e sua relação com qualidade

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summerolmstead/Wine-Quality-Exploration

Based on a 5 dimensional dataset of different wines, I visualize the data with a dimension embedding and a parallel coordinates plot.

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3tternp/wine32

Language: Shell - Size: 4.88 KB - Last synced at: 16 days ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 1

digital-mila/WineQuality

Final project for DSCI 100: Developed a KNN classification model in R to predict wine quality using physicochemical properties. Conducted data preprocessing, feature selection, and cross-validation to evaluate model performance.

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PhilSchoeb/winequality_classif

Classification of wine quality using a hard_parzen and a soft_parzen with gaussian kernel models - Machine Learning course (IFT3395)

Language: Python - Size: 70.3 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

WalidAlsafadi/Red-Wine-Quality

Practice dataset for regression or classification modelling

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Sciencealone/pkspec_streamlit

App for pK spectroscopy (simple yet advanced analysis of materials of the complex acidic nature).

Language: Python - Size: 126 KB - Last synced at: 12 days ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

Mugambi645/wine-quality-classifier

Wine quality prediction with xgboost library

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neemiasbsilva/machine-learning-algorithm

Some algorithms of machine learning like Regression, Cluster, Deep Learning, and much more.

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santiagobenedetti/api_sophenia

Language: TypeScript - Size: 620 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 1

RubaiyadNoorShahriar1999/Wine-Quality-Testing--Machine-Learning

Keywords—classification, supervised learning, Random Forest, K-Nearest Neighbor(K-NN), Naïve Bayes, Decision tree, Support Vector machine

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orkunaktas/Wine-Quality-Prediction

🍷🔬 Wine Quality and Forecast 🍾🍇

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PritamDeb68/Wine-Quality_Predictor

In this project I did lot of efforts because the dataset used was imbalanced that's why i couldn't find any ML algorithms that gave me good results, I tried different Sampling techniques, although nothing happened. Finally I build this project using ANN and got an 77% accuracy and also very good precision, recall and f1 score.

Language: Python - Size: 218 KB - Last synced at: 3 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

goutamhegde002/ML-and-Data-Science-Projects

Few simple ML and Data Science related Projects

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aalexander47/Wine_quality_prediction

Wine Quality prediction for the beginners Machine learning

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MahraibFatima/rudder

Wine Prediction MLOps model

Language: Jupyter Notebook - Size: 399 KB - Last synced at: 8 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

ezgisila/Wine-Quality

Analyzing wine quality data

Language: Jupyter Notebook - Size: 437 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

prachet283/ML-Project-6-Wine-Quality-Prediction-WebApp

This project involves building a machine learning model using Random Forest Classification to predict the quality of wine based on various chemical properties.

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natederbinsky/wine-web

Example data-science web application, from "Hello, World!" to app

Language: Python - Size: 52.7 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

beteko/wine-predictor-api

:wine_glass: API used to estimate the quality of wine using a machine learning model.

Language: Python - Size: 77.1 KB - Last synced at: 10 months ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

marcemir/wine

Exploratory Data Analysis (EDA) of Portuguese "vinho verde" wine dataset, examining physicochemical properties and quality scores.

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sumantha-NTS/Wine-Quality-Prediction

Predicting wine quality with variables like alcohol, pH, Sulphates, Citric acid etc.

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DimitrisReppas/End-to-end-wine_quality_prediction

This repo contains an end-to-end project for predicting wine quality using machine learning.

Language: Python - Size: 135 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

saurabhmithe/wine-quality-predictor

Language: Python - Size: 23.4 KB - Last synced at: 11 months ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0

anukaal/Wine-analysis

Predicting the quality of Wine

Language: Jupyter Notebook - Size: 17.6 MB - Last synced at: 12 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

saiteki-kai/wine-quality

Machine learning course project about wine quality

Language: TeX - Size: 106 MB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

kowsalya0092/wine-quality-analysis

This project investigates the quality of red wine and its correlation with various factors to enhance understanding and improve wine production processes.

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Joffreybvn/wine-quality-analysis

Analysis and interpretation of a wine quality's dataset.

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mrkdeng/wine-quality-analysis

Exploratory data analysis for the Wine_quality dataset from UCI Machine Learning Repository.

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nitin-pandita/Wine-Quality-Prediction

Wine Quality Prediction model will tell us weather the wine quality is good or bad

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SFLazarus/Mixture-Models

Built a heuristic algorithm to model the data using mixture models of probability distributions programmatically

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MartinKalema/Wine-Quality-MLflow

End to End Wine Quality Prediction

Language: CSS - Size: 115 KB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Honey28Git/Time-Series-Forecasting

Forecasting Wine Sales of Two Different types of Wine. After thorough Data Analysis, different models have been used and tested such as Exponential Smoothing Models, Regression, Naive Forecast, Simple Average, Moving Average. Stationarity of the data is checked. Automated Version of ARIMA/SARIMA Model built. Comparison of Models.

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marjantaskov/kimov-winery

Website for Kimov Winery

Language: TypeScript - Size: 13.4 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

sudarshan-koirala/Dimensionality-Reduction

Using Principal Component Analysis (PCA) and Linear Discriminant Analysis (LDA) on same dataset and analyzing the best one

Language: Python - Size: 13.7 KB - Last synced at: 12 months ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

TheDataPioneer/Predicting-Wine-Quality-with-Machine-Learning

Comparing Linear Regression with kNN, Decision Tree and Random Forest with Bayesian Inference to Predict Wine Quality in Python.

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aliakseibrown/wine-quality-prediction

End-to-end linear regression project with MLflow tracking

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golecalicja/wine-word-clouds

Different wordcloud visualisations based on wine quality dataset

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ruipcf/ML-Algorithms-in-Wine-Quality-Dataset-

ML algorithms for Regression, Classification, Clustering and Dimensional Reduction applied in a Wine Quality Dataset.

Language: Python - Size: 93.8 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

PBPatil/Exploratory_Data_Analysis-Wine_Quality_Dataset

read my blog @ https://medium.com/@theprasadpatil/exploratory-data-analysis-8fc1cb20fd15

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SanyaGoyal/Recognizing-Good-Wine

In this project, I have used Decision Trees and Logistics Regression to answer the question of what makes a wine good!

Language: R - Size: 1.43 MB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 0

nickwawee/Exploring_Wine_Quality

This repo contains EDA of red and white wine and how it relates to quality.

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Solovman/Wine-quality-prediction-machine-learning

Predicting wine quality using machine learning

Language: Python - Size: 6.84 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 1

ErikaKriks/Wine-Quality-Analysis

This was my first time using statistical modeling for data analysis. Chemical characteristics of red wine were explored in order to determine the most important factors influencing the quality of the drink.

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jsay/geoInd

The Informational Content of Geographical Indications

Language: HTML - Size: 32.7 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

heathermrauch/BS_DMDA-data_analysis_with_r

This project was completed during the completion of the Bachelor of Science degree in Data Management and Data Analytics from Western Governors University

Language: R - Size: 7.68 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

jlcdev/TCVD_PRAC2-RedWine

Red wine data exploration and analysis

Language: HTML - Size: 1.34 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 1

Utsavreddy9/BI_Task1_Wine-Quality-Predictionn

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SandyCOG/Predicting-Wine-Quality

This project predicts Wine Quality using multiple algorithms to improve accuracy.

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sidattam/red-wine-quality

Exploratory Data Analysis and Classification Modeling using the Red Wine dataset from Kaggle

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jarred13/Predicting_Quality_of_Wine

Using data to help us choice high quality wine

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uzairahmednasir/Wine-Quality-Predictor

semester project for machine learning course

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HillalXD/wine-clustering

Language: Jupyter Notebook - Size: 1.55 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

uditiarora/scikit-wine-dataset

Trying to analyse the wine dataset and make predictions using RandomForestClassifier

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dalphonorechi/Wine-Type

Predicting the type of wine using wine quality dataset.

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iamkirankumaryadav/Wine

Wine Quality Red Test

Language: Jupyter Notebook - Size: 204 KB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

felixaureliojr/wine-quality-prediction

Wine quality prediction project using binary logistic regression

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msavilov/DS_management

Менеджмент дата-проектов

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mnokno/WineQualityPrediction

Wine quality prediction based on the amount of various chemicals present in wine. Using two different methods, ANN and LGBM.

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sidgolangade/Wine-Quality-Test-Project

This Repository contains the Wine Quality Test Project.

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Ashish-2705/Wine-Quality-Analysis

Corizo-Major Project- Wine Quality Analysis

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nirupamaprv/Data-Analysis

Practice Exercise from Data Analysis course of Udacity DAND

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jtsou/Red-Wine-Analysis-with-R

Analyzing Red Wine Quality using R with libraries using mostly knitr and dplyr

Size: 1.53 MB - Last synced at: about 2 months ago - Pushed at: about 8 years ago - Stars: 1 - Forks: 3

joshhedstrom/brainAnalytics

A machine learning demo with brain.js and wine quality

Language: JavaScript - Size: 77.1 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 4 - Forks: 3

You-sha/Wine-Quality-Prediction

Building ML models to predict quality of wines.

Language: Python - Size: 37.2 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 0

Chandrakant817/Wine-Quality-Prediction

Wine Quality Prediction Using Machine Learning (Classification Use Case)

Language: Jupyter Notebook - Size: 313 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

amberkakkar01/Prediction-of-Wine-Quality

This project is about the prediction of red wine quality using different machine learning algorithms

Language: Jupyter Notebook - Size: 1.55 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 15 - Forks: 11

Joshi-Karan/Red-Wine-Quality

Predicting the red-wine quality using various machine learning algorithms.

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MahrooSh85/ML_Playground

Here, I am sharing my summary of machine learning algorithms and my solution of some well-know Machine Learning projects.

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Shwetank2101/Wine-Quality-Prdiction

This project help to determine the quality of wine using data analysis

Language: JavaScript - Size: 23.1 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 9 - Forks: 2

Admunzi/AI-Data_Multiple_Predictor

We're going to use some models to predict the Datasets and show the predictions results in a table.

Language: Python - Size: 206 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

Abhishekmamidi123/Regression-Analysis

Linear Regression Analysis on Wine data - Pre-processing data, Exploratory Data Analysis, Building a model, Check assumptions, Goodness of fit and Compare with different methods.

Size: 1.69 MB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 10 - Forks: 9

MipanZuu/KK2022-IUP

analysis about wine quality using kmeans, svm etc

Language: Jupyter Notebook - Size: 19.5 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

jofaval/red-wine-quality

Data Analysis of the Red Portuguese's Wine's Quality in 2009

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nipun1992/Predicting-Wine-Color

Predicting Wine Quality using Supervised Learning

Language: Jupyter Notebook - Size: 114 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

AnadeOre/Red-White-Wine-Quality

Data analysis used to determine which factors affect most the quality of red and white wine and then using them to predict the quality for new wines.

Size: 1.33 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

duartejr/wine_system_recomendation

A system to recommend wines based on their description.

Language: Jupyter Notebook - Size: 33 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

roshancyriacmathew/K-means-Clustering-Implementation

K means clustering implementation on the wine quality dataset

Language: Python - Size: 4.88 KB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

freesinger/wine_review

A predictive data mining model to identify wines' qualities in dataset of wine information.

Language: Jupyter Notebook - Size: 35.9 MB - Last synced at: 6 days ago - Pushed at: over 5 years ago - Stars: 4 - Forks: 3

simonneutert/wine_quality_data

Language: Jupyter Notebook - Size: 5.17 MB - Last synced at: 23 days ago - Pushed at: over 7 years ago - Stars: 3 - Forks: 5

Tola-adelase/wine-quality

The Prediction and Classification of Wine Quality

Language: HTML - Size: 1.88 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

ConsciousML/KNN-from-scratch

Implementation of K-Nearest Neighbors from scratch using Pytorch

Language: Jupyter Notebook - Size: 468 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

Tola-adelase/wine-quality-ML

The Prediction and Classification of Wine Quality Using Machine Learning Techniques.

Size: 1000 Bytes - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

AnuragUnnikannan/Wine_Quality_Prediction

Predicts quality of wine based on quantity of alcohol, sulphur, volatile acidity and citric acid.

Language: Jupyter Notebook - Size: 10.5 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

aryankargwal/wine-connoisseur

Data exploration and prediction of quality of wine.

Language: Jupyter Notebook - Size: 160 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 5 - Forks: 0

Ryanj24/Wine-Quality-Classification

Classification of wine quality

Language: Jupyter Notebook - Size: 393 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

m-jeu/CM_0

Data science project for the course "Computational Modelling" at the HU University of Applied Sciences Utrecht

Language: Jupyter Notebook - Size: 22.7 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

ITger/Wine_reviews

wine reviews with variety, location, winery, price, and description

Language: Java - Size: 17.4 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

erma0x/wine-data-analysis

Find the most valuable wine with the best score/price country in all world, and the best wine in Italy by price ranges. Dataset from Kaggle.

Language: Jupyter Notebook - Size: 25.6 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

AndreasKaratzas/data_mining

Red wine quality prediction based on multi-dimensional vectors. Each dimension is a different sensor metric. In the same repository, there is another model that predicts if a news title is fake or not (onion-or-not dataset).

Size: 1.24 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 2

sunnykan/pythonFiles

Machine learning models. Wrangling Canadian bike share and weather data. Manipulating postgres database.

Language: Jupyter Notebook - Size: 997 KB - Last synced at: 4 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

ubco-mds-2020-labs/WineVision-R

Wine Vision - Rediscover Quality

Language: HTML - Size: 3.59 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 1

shsarv/Wine-Quality-prediction

Machine-learning work on prediction of wine quality using data set taken from Kaggle using Scikit-learn.

Language: Jupyter Notebook - Size: 1.52 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 0

cphillips103/wine-project

Udacity R based analysis of how the chemical contents of wind impacts quality.

Language: R - Size: 1.46 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

luciainnocenti/Wines-classification

Solve machine learning problems with standard repo

Language: Jupyter Notebook - Size: 888 KB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

roma-glushko/kaggle-wine-quality

🍷 Quality analysis of red and white variants of the Portuguese "Vinho Verde" wine

Language: Jupyter Notebook - Size: 64.2 MB - Last synced at: 18 days ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0