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GitHub topics: wine-quality-prediction

LesterEvSe/WineML-ASP.NET

Lab3, university program. A web project that uses ASP.NET to determine the quality of wine based on the entered metrics

Language: C# - Size: 957 KB - Last synced at: 17 days ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

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.

Language: C - Size: 27.7 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

JasLee12/WinePredictionML

This was a R project coursework done for my Machine Learning module in 2024. Got a good score for it too.

Language: R - Size: 0 Bytes - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

fazeelibtesam/OIBSIP

Internship Project

Language: Jupyter Notebook - Size: 24.3 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

BhaveshBhakta/Wine-Quality-Prediction-Using-ML

Wine Quality Prediction

Language: Jupyter Notebook - Size: 3.81 MB - Last synced at: about 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

Eduardochimchek/winemind

Previsão de Qualidade de Vinho com Redes Neurais Este repositório contém uma aplicação Flask que utiliza uma rede neural para prever a qualidade do vinho com base em suas características.

Language: Python - Size: 166 KB - Last synced at: about 2 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

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

MrfoxAK/Wine-Quality-Prediction

This is a ML Project of Wine Quality Prediction using Logistic Regression and Random Forest Classifier

Language: Jupyter Notebook - Size: 1.15 MB - Last synced at: about 1 month ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

mjccardoso/wine-quality-prediction

Wine Quality Prediction

Language: Jupyter Notebook - Size: 10.7 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

prachet283/ML-Project-21-Classification-Project-WebApp

A web app featuring five classification projects: Spam Mail Prediction, Titanic Survival Prediction, Wine Quality Prediction, Loan Status Prediction, and Credit Card Fraud Detection, all built with Streamlit.

Language: Jupyter Notebook - Size: 33.4 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 1

paschalugwu/alx-data_science-NLP

Empowering Advanced Text Classification and Wine Quality Prediction with Cutting-Edge Machine Learning Techniques.

Language: Jupyter Notebook - Size: 84 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

anjana-474/Wine-Quality-Prediction

Uses logistic regression to predict the quality of wine based on various physicochemical properties.

Language: Jupyter Notebook - Size: 1.87 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

aeyage/cpc152-wine-quality

CPC152 Foundations and Programming for Data Analytics [AY 21/22]]

Language: Python - Size: 19.5 KB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

hidiryuzuguzel/Wine-Quality-Prediction

ANN model which predicts wine quality

Language: MATLAB - Size: 282 KB - Last synced at: 10 months ago - Pushed at: over 5 years ago - Stars: 1 - 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

Chan2k20/Wine-Prediction-Prediction-Model-On-AWS-EMR

Implemented random forest machine learning algorithm using pyspark on AWS EMR to classify the wines. The model is then deployed in docker container.

Language: Python - Size: 120 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 1

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

jaisal1311/Deep-Learning

Language: Jupyter Notebook - Size: 1.18 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

Indrajeet240202/wine

Machine Learning model to predict the quality of wine using linear regression.

Language: Jupyter Notebook - Size: 1.55 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

aakshay001/CodeClauseInternship

This repository contains projects completed during Data Science Internship at CodeClause.

Language: Jupyter Notebook - Size: 2.01 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

jarred13/Predicting_Quality_of_Wine

Using data to help us choice high quality wine

Language: Jupyter Notebook - Size: 6.07 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

hamna-moieez/MachineLearning

Implementation of various ML algorithms and their application to real world problems

Language: Jupyter Notebook - Size: 16.4 MB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

shriyaa01/Bharat_Intern

This repository contains three machine learning projects focused on different aspects of predictive modeling. Each project is implemented using linear regression and logistic regression and includes Jupyter notebook code for easy understanding and reproduction.

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

MaithileeC/Maithilee-Code-Clause

I got an internship from Code Clause for the role of Data Science Intern. I had been allocated with 4 tasks, and this repository consists all of them. Hope its helpful if you need any. Thank you.

Language: Jupyter Notebook - Size: 22.6 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

Senan25/Wine-Quality_Estimation

Wine quality depends on the grape quality and some other species. We need to predict the quality of wine.

Language: Jupyter Notebook - Size: 108 KB - Last synced at: 5 months ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

MayurSatav/Wine-Quality-Prediction

Wine Quality Prediction using machine learning with python .i did this project in AINN(Artificial Intelligence and Neural Network) course .in this project i used red and white wine databases and machine learning libraries available in python

Language: Python - Size: 91.8 KB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 4 - Forks: 1

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

mehrad31415/Wine-Quality

This was the final project for the Machine Learning course.

Language: HTML - Size: 8.36 MB - Last synced at: about 2 years ago - Pushed at: over 2 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

nakshatrasinghh/CML_RedWineQuality

A continuous Machine Learning integration workflow using Github Actions. This project is based upon team collaboration for aesthetic version control for ML pipelines and deployement.

Language: Python - Size: 1.18 MB - Last synced at: about 2 months ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

VirajPatidar/Basic-Machine-Learning

Basic Machine Learning

Language: Jupyter Notebook - Size: 370 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

mansi-k/BackPropagation

Implemented back-propagation algorithm on a neural network from scratch using Tanh and ReLU derivatives and performed experiments for learning purpose

Language: Jupyter Notebook - Size: 348 KB - Last synced at: 10 days ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

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

iliodipietro/Wine_Quality_Prediction

thesis for Mathematics in Machine Learning course at @Politecnico di Torino.

Language: Jupyter Notebook - Size: 11 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 1

Mainakdeb/deep-wine-connoisseur

Train a neural network to predict the quality of red-wine using chemical properties such as pH, density, alcohol percentage etc.

Language: Jupyter Notebook - Size: 1.09 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 0

palahsu/WinePredicts

Wine Predicts

Language: Python - Size: 123 KB - Last synced at: about 2 months ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 1

vesran/Wine-Quality-Study

Data exploration of the wine quality dataset

Language: Jupyter Notebook - Size: 2.88 MB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

Related Keywords
wine-quality-prediction 37 machine-learning 12 wine-quality 9 python 5 regression 4 python3 4 deep-learning 4 linear-regression 3 ml 3 artificial-neural-networks 3 pandas 3 wine 3 kaggle-dataset 3 data-science 3 logistic-regression 3 machine-learning-algorithms 3 data-visualization 2 data-analysis 2 sentiment-analysis 2 house-price-prediction 2 random-forest 2 eda 2 neural-network 2 wine-dataset 2 r 2 dataset 2 numpy 2 regression-models 2 personalized-medicine-recommending-system 2 iris-classification 2 pytorch 2 decision-trees 1 red-wine-quality-dataset 1 red-wines-exploration 1 sake 1 score 1 clustering 1 k-means-clustering 1 kaggle 1 kmeans-clustering-algorithm 1 machine-learning-tutorials 1 the-ai-and-ds-channel 1 distracted-driving-detection 1 plant-seedlings-classification 1 support-vector-machines 1 tensorflow 1 matplotlib 1 matplotlib-pyplot 1 seaborn 1 recommendation-system-for-retail-stores 1 stock-market-prediction 1 alcohol 1 alcoholic-beverages 1 kaggle-competition 1 mead 1 prediction 1 red-wine 1 red-wine-quality 1 wine-recoginition 1 wine-recommendation 1 wine-reviews 1 wine-reviews-dataset 1 adasyn-sampling 1 bootstrap 1 kfold-cross-validation 1 lasso-regression 1 polynomial 1 polynomial-regression 1 principal-component-analysis 1 ridge-regression 1 svm-classifier 1 chemical-properties 1 physiochemical-tests 1 quality 1 wines 1 exploratory-data-analysis 1 cml 1 continuous-deployment 1 continuous-integration 1 github-actions 1 machine-learning-pipelines 1 open-source-project 1 workflow-automation 1 boston-housing-price-prediction 1 breastcancer-classification 1 decision-tree-classifier 1 pandas-dataframe 1 random-forest-classifier 1 backpropagation 1 derivative 1 relu-derivative 1 scratch-implementation 1 tanh-derivative 1 wine-quality-analysis 1 asp-net-mvc 1 github 1 wine-tasting 1 flask 1 ann 1 white-wine-quality 1