supervised-machine-learning | Topic

Topic: "supervised-machine-learning"

sondosaabed/Finding-Charity-Donors

In this project I apply supervised learning techniques and using analytical mind on data collected for the U.S. The Census to help CharityML (a fictitious charity organization) and identify people most likely to donate to their cause.

Language: Jupyter Notebook - Size: 2.81 MB - Last synced at: 2 months ago - Pushed at: 7 months ago - Stars: 2 - Forks: 0

RoryQo/Predictive-Analysis-of-Drug-Usage

Predict hard drug use with supervised learning models including random forests, and naive bayes model; using accuracy and precision rates to assess the usefulness and validity of the models.

Language: R - Size: 216 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 2 - Forks: 0

surjyaneeh/Machine_Learning_Tutorial

This overview to machine learning offers a summary of its background, fundamental definitions, applications, and currently available challenges.

Language: Jupyter Notebook - Size: 1.67 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

Algolok/The-fundamental-algorithm-of-supervised-machine-learning

The repository contains a set of machine learning supervision algorithms implemented to better understand the fundamental concepts behind machine learning. These algorithms aim to facilitate the development of an in-depth understanding of the underlying principles and techniques of machine learning.

Language: Python - Size: 20.5 KB - Last synced at: 6 months ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

Navjotkhatri/CARDIOVASCULAR-RISK-PREDICTION

Supervised ML - Classification Using Python this project demonstrates the effectiveness of machine learning techniques in predicting cardiovascular risk using the Framingham Heart Study dataset. The developed machine learning model can be used by healthcare professionals to identify individuals at high risk of cardiovascular disease .

Language: Jupyter Notebook - Size: 49.7 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

joshgc19/landscape-detector

A landscape classification algorithm that utilizes pattern recognition techniques in supervised machine learning with a statistical classifier.

Language: Python - Size: 62.9 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

botdotpy/ML-Loan-default-prediction

Supervised Machine Learning model predicting loan default using Logistic Regression.

Language: Jupyter Notebook - Size: 450 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

Safaa-p/Fraudulent-Insurance-Claims-Detection

Different models to detect if a claim is fraudulent or not

Language: Jupyter Notebook - Size: 3.35 MB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

Navjotkhatri/Credit-Card-Default-Prediction

Supervised ML - Classification Using Python The dataset contains transactions made by credit cards in September 2013 by European cardholders. This dataset presents transactions that occurred in two days, where we have 492 frauds out of 284,807 transactions. The dataset is highly unbalanced, the positive class (frauds) account for 0.172% .

Language: Jupyter Notebook - Size: 13.5 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

Billie-LS/Trading_ML_Algo_Experimentation

Variety of Jupyter Lab files examining different ML code for trading using yFinance

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bharatkulmani/Breast-Cancer-lazypredict

This Program is for Prediction of Breast Cancer

Language: Jupyter Notebook - Size: 2.93 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0

bharatkulmani/insurance_project

Project is about predicting Insurance claim using Supervised Learning Models

Language: Jupyter Notebook - Size: 10.2 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0

BeataWereszczynska/SML_forged_banknotes

Comparison of numerous supervised machne learning classifier models (Logistic Regression, K-Nearest Neighbors, Support Vector Machines and Decision Trees) predicting if a banknote is genuine or not based on the dataset from OpenML containing wavelet analysis results for genuine and forged banknotes. (Python 3)

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SaicharanKarri/Academic-Projects

This repository contains a collection of academic projects completed by me during my studies. These projects cover a wide range of topics including computer science, data analysis, and engineering. Each project includes detailed documentation and code.

Language: Jupyter Notebook - Size: 31.9 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 1

Sarah-Hesham-2022/USVotingDataset-Decision-Tree-Model

Machine Learning Model using Decision Trees on US Voting Dataset

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renewollny/Energy-prediction

Energy prediction using Supervised MachineLearning (Regression) in Python

Language: Jupyter Notebook - Size: 2.06 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 1

SohamBera16/CharityML-Potential-Donor-classfication-based-on-income-data

Using three supervised learning models for predicting whether a person is a potential donor for a charity organization and performing feature importance analysis to determine the most important features that impacts someone's probability of being a donor.

Language: Jupyter Notebook - Size: 752 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

marcottelab/super.complex_website_humap

Interactive visualizations for protein complexes from hu.MAP 1.0 and hu.MAP 2.0 by Super.Complex and CORUM

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tandrimasingha/Price-Predictive-System-Web-App

This is a price prediction system where we can predict the current price of certain items. The items include Car, Gold, Bitcoin, Mobile and Avocado price.

Language: Python - Size: 1.15 MB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 0

SayamAlt/Credit-Card-Fraud-Detection

Established a machine learning model which can predict whether a credit card transaction is fraudulent or not to a significant level of accuracy.

Language: Jupyter Notebook - Size: 268 KB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 0

pbthompson92/Final_Project_Outliers

Create a machine learning model that predicts US housing prices based on variables including inflation rates, unemployment rates, gas prices, mortgage rates and interest rates.

Language: Jupyter Notebook - Size: 253 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 3

mbidu/Machine-Learning-Projects

Machine Learning Projects

Language: Python - Size: 22.5 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

kaiyoo/Twitter-geolocation-prediction

Predict location of twitter users based on text contents (TF-IDF, chi-square)

Language: Python - Size: 16.4 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

sametmemis/FPFS-EC

Numerical Data Classification via Distance-Based Similarity Measures of Fuzzy Parameterized Fuzzy Soft Matrices

Language: MATLAB - Size: 23.4 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

exajobs/artificial-intelligence-collection

A collection of awesome software, libraries, Learning Tutorials, documents, books, resources and interesting stuff about Artificial Intelligence

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loveOSS/ml-supervised-classification-template

A Python template for Machine Learning Supervised Classification projects

Language: Python - Size: 11.7 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 1

VaibhavBichave/Suicide-Rate-Prediction

The objective of this project is to predict the Suicide Rate using Machine Learning algorithms and to analyzing significant patterns features that result in increase of suicide rates globally. To see project click here https://suicide-rate-prediction-api.herokuapp.com/

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

HarshiniAiyyer/Gradient-Boosting-for-Cryptomarkets

Accommodating supervised learning algorithms for the historical prices of the world's favorite cryptocurrency and boosting it through LightGBM.

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

sangita9853/Task-2-LGM-Prediction-Using-Decision-Tree-Algorithm

Create the Decision Tree classifier and visualize it graphically. The purpose is if we feed any new data to this classifier, it would be able to predict the right class accordingly.

Language: Jupyter Notebook - Size: 165 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 0

asifkhan0410/punishmentassistant

Teacher's Punishment Assistant powered by Supervised Machine Learning. The tool helps teachers to check for a student when he/she is punished.

Language: JavaScript - Size: 5.9 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

fsiddh/Machine-Learning-Techniques

This repository consists of Machine Learning Techniques (Both Supervised and Unsupervised Learning) which you go through for more better and broader understanding of different methods used in solving machine learning problems.

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shishir349/Prediction-of-Tariff-Rates

Tariff is a list of expenses that incur while transporting the goods from one distance to another distance. Tariff is also dependent on seasonal and non-seasonal factors also. This project is aimed at predicting the tariff ratesfor truck load by using the different machine learning algorithms like lasso regression, elastic net regression, ridge regression and linear regression. Tariffisa combination of lot ofthings and tariff rate is dependent on some ofthe factorslikeYear, Road, SeasonalImpact, Fuel Cost,Distance, Weight, Toll charge, Demand, labour cost, travel expenses etc. Using some ofthese factors and by employing the above-mentioned machine learning regression algorithms we will be trying to predict the tariff rates on the trucks. By doing this we can help the industriesto estimate the tariffratesso that they can take the necessary actions and they can make their business run inprofitable way. This model helps small- and large-scale firms to control and manage the cost on transport.

Language: Jupyter Notebook - Size: 1.97 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 2

syamkakarla98/Machine_Learning_Course

This course covers the explanation and examples on supervised and unsupervised algorithms.

Language: Jupyter Notebook - Size: 38.5 MB - Last synced at: 4 months ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 1

amitjoshi9627/Flight_Price_prediction

Predicting the prices of flights

Language: Jupyter Notebook - Size: 710 KB - Last synced at: 11 months ago - Pushed at: about 6 years ago - Stars: 2 - Forks: 1

utk09/MLBootcampJanuary

Getting-Started Examples of Supervised and Unsupervised Machine Learning.

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SimplifyData/Charity-ML

Predict donors using supervised learning, ensemble methods and data science

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bnriiitb/MLND

This repository contains all the Machine Learning and Deep Learning projects that I worked on, spans across the two sub domains of Artificial Intelligence i.e., Computer Vision and Text Processing as a part of Machine Learning Nano Degree program at Udacity.

Language: Jupyter Notebook - Size: 54.1 MB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 2 - Forks: 0

north0n-FI/Multivariate-Regression---King-County-House-Prices

Supervised Machine Learning Using Regression Analysis

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rashidch/Machine-Learning-with-Andrew-Ng-on-Coursera

This repository shows code of programming tasks which I completed during Machine Learning course on Coursera.

Language: Matlab - Size: 20.9 MB - Last synced at: over 2 years ago - Pushed at: almost 8 years ago - Stars: 2 - Forks: 0

sozelfist/handson-ml3 Fork of ageron/handson-ml3

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

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danial-hosseinpour/Machine-Learning-Projects

This repository showcases a collection of machine learning projects that I have worked on, applying various algorithms and techniques to solve real-world problems.

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GGasset/CudaNeatNetwork

Easy to use, Neural Network framework made from scratch in CUDA/C++, featuring LSTMs, able to train using Supervised learning and Evolution methods

Language: Cuda - Size: 818 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 1 - Forks: 0

williakn3/Classification-Challenge

Created two classification models to fit the data, and evaluate which model is more accurate at detecting spam. The models used will be a logistic regression model and a random forest model.

Language: Jupyter Notebook - Size: 123 KB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 1 - Forks: 0

hmc9898/churn-prediction-beta-bank

Supervised machine learning project to predict customer churn using contract and usage data.

Language: Jupyter Notebook - Size: 325 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

subhashsomarouthu/Yes_Bank_Stock_Closing_Price_Prediction

Predicting the closing prices of Yes Bank stocks using machine learning models. Dive into the world of financial data analysis and forecasting with this project. Explore data, build models, and make informed investment decisions.

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PhenomSG/ml-notebook

This project is designed for personal learning and exploration of fundamental machine learning concepts.

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dennismgoetz/MA_predicting_Shapley_values

Implementation part of my master thesis "Predicting Shapley values in routing problems with machine learning"

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felmateos/stellar-classification-SDSS17

🌠🌈Classificação de Corpos Celestes usando suas características espectrais🌐☄️

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celineclarissa/Household-Income-Prediction

Predicting household income using Support Vector Regression and cross-validation. Includes EDA, model tuning, and deployment on Hugging Face for real-time use in economic planning.

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Dhrumi45/GSA

Gujarati Sentiment Analysis

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sivkri/GeneExpression-MachineLearning

Supervised Machine Learning for Gene Expression Analysis

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jamesehiabhi/PeterSide-HeartPredict_ML

Advanced Heart Disease Prediction Using Supervised Machine Learning Models

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codeasarjun/_easy_machine_learning

This repo contains a comprehensive tutorial on machine learning with practical implementations and examples using Python.

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Nikorasu/SnakeAI

WIP project to use machine learning to play Snake!

Language: Python - Size: 67.4 KB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

breesie/percolateR

Causal inference, super learning and credible interval generation code for analyzing P. falciparum drug resistance genotypes

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sachs7/Coursera-Machine-Learning-Specialization

2024 Machine Learning Specialization course from Stanford University and Deeplearning.ai on Coursera by Dr. Andrew Ng. Includes Labs, Quiz

Language: Jupyter Notebook - Size: 131 MB - Last synced at: 4 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 1

Onome-Joseph/Song-Recommender-system

This project is designed to suggest songs to users based on their listening habits. Using K-means clustering, the system groups songs by their attributes and recommends songs that align with the user's preferences.

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ankushmallick1100/Task-1-The-Sparks-Foundation-Data-Science-and-Business-Analytics-Internship

Task 01: Predict the percentage of an student based on no of study hours with Supervised Machine Learning

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virajbhutada/ML-projects

A collection of machine learning mini-projects and analyses developed using Jupyter Notebook. Each project demonstrates practical applications of machine learning algorithms on a variety of datasets, covering techniques from exploratory data analysis (EDA) to model training and evaluation.

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ysouffront1/CapstoneJulyNYC

This is the repo for my capstone project for July-Oct 2024. This project is about predicting CVD using ML.

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SapioSentient/Biomarker-Machine-Learning-Data

Biomarker, Machine Learning, BMI, Triglycerides, High Density Lipoprotein, Blood Pressure, Albuminuria, Uric Acid, Waist Circumference, Glucose, Urinary Albumin-to-Creatinine Ratio

Size: 1.31 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

Mouss6315/Churn-Prediction-with-Supervised-Learning-Algorithm

Project: Classifying consumers and minimising canvassing costs

Language: Jupyter Notebook - Size: 418 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

canayter/credit-risk-classification-analysis

A machine learning model using logistic regression to predict loan defaults based on financial data. The purpose of the analysis was to assist in risk assessment and decision-making processes in the lending industry.

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Md-Emon-Hasan/2-Simple-Bioinformatics-Dna-ML-App

A simple bioinformatics application for DNA sequence analysis using machine learning techniques, implemented in Python.

Language: Python - Size: 187 KB - Last synced at: 4 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

mafda/disaster_response_pipeline

This project involves developing an ETL pipeline integrated with supervised learning and grid search to classify text messages sent during disaster events. It includes an ML pipeline and a web app designed to categorize disaster response messages in real time using NLP techniques

Language: Jupyter Notebook - Size: 1.88 MB - Last synced at: 3 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

Md-Emon-Hasan/Machine_Learning_Basic

Featuring basic machine learning projects, demonstrating concepts and implementations using Python and popular machine learning libraries.

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duoduoqiao/AutoTomo

[IEEE/ACM TON] Official Implementation: "AutoTomo: Learning-Based Traffic Estimator Incorporating Network Tomography"

Language: Python - Size: 50.8 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

AmeenUrRehman/Machine-Learning-Algorithms-with-examples

This repository includes Machine Learning Algorithms

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DaddyAsdrer/modelo-regresion-lineal

This is my first tried with supervised learning algorithms: it's a linear regression model!

Language: Python - Size: 8.79 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 1 - Forks: 0

EstevesX10/AI-Decision-Trees-ID3

Decision Trees - ID3 [Artificial Intelligence Course Project]

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AllanOtieno254/Supervised-method--Decision-trees--algorithms-Diabetes-prediction-

Supervised-method--Decision-trees--algorithms-Diabetes-prediction if either one has diabetes or not

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sumitdeole/supervised-ml

This project uses the famous housing price prediction dataset and employs the two supervised ml algorithms (classification and regression).

Language: Jupyter Notebook - Size: 284 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

mrnust/Profit_Prediction_for_Restaurant_Franchise-using-univariable-Linear-Regression

Language: Jupyter Notebook - Size: 102 KB - Last synced at: 6 days ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

MSnellgrove/Springboard

Projects and case studies from my time studying Data Science with USF

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aleksander-piprek/Supervised-machine-learning-methods-for-condition-monitoring-and-fault-detection-of-wind-turbines

Engineering Thesis written to predict fault detection in wind turbines using Python

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CtrlAltFly/AIML-Projects

these are my projects that i submitted for AIML course with great lakes & some good notebooks with great explaination of the topics

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eeshwarib23/DataScienceInsights-Regression-Unsupervised-Learning-EDA-Statistics

**Projects in this Repo:** Regression on Advertising Sales, Unsupervised Learning on Credit Card Transactions, Mushroom Classification (Decision Tree vs. RandomForest), EDA on Retail Data, Exploration of EDA Techniques, Statistical Concepts Exploration, Tennis Analysis SLC - KNN and Python

Language: Jupyter Notebook - Size: 1.4 MB - Last synced at: 10 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0