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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SKT1803/bank-marketing-prediction

Supervised Machine Learning Classification – Bank Term Deposit Prediction

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PAFOULEH5/Loan-Default-Prediction

A machine learning project to predict loan default risk using financial and credit history data. Built as part of a team capstone project in master degree at Deakin University.

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LIPU-DEMON/UsedCarPrediction

A Simple Manual Machine Learning Model Based On UsedCars.

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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

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Sravyatogarla/Edureka-Data-Science-DIY

A complete collection of hands-on DIY projects from the Edureka Data Science 🔍📊Master Program, covering Python, Statistics, Machine Learning (Supervised & Unsupervised), NLP, Deep Learning (including Reinforcement Learning), Model Evaluation, and Tableau – organized by day and topic for structured learning.100 Days of Edureka Data Science DIY's

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ua-datalab/MLWorkshops

UArizona DataLab Workshops

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Rhode01/Neural-networks-beginner-projects

Beginner projects for getting started with Neural Networks concepts.

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greyhatguy007/Machine-Learning-Specialization-Coursera

Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG

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LatiefDataVisionary/supervised-machine-learning-college-task

Size: 4.28 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 0 - Forks: 0

Noch05/predict_donor_behavior

Predicting Donor Behavior: Applying Machine Learning to Donor Classification

Language: R - Size: 9.85 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 0 - Forks: 0

cda-tum/mqt-predictor

MQT Predictor - A MQT Tool for Automatic Device Selection with Device-Specific Circuit Compilation for Quantum Computing

Language: Python - Size: 80.4 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 66 - Forks: 15

yucyi1121/MLvenv

Repositório de criação de ambiente virtual completo para desenvolvimento em Python com foco em: Machine Learning e Deep Learning, Processamento de Linguagem Natural (NLP), Web Scraping (extração de dados da web) e Criação de APIs e integração entre sistemas. Feito para uso pessoal para reagir a desastres (OS corrompido).

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SayamAlt/Weather-Prediction-using-Machine-Learning

Successfully developed a machine learning model which can accurately classify the weather based on various features pertaining to weather-related data and atmospheric conditions.

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hmc9898/churn-prediction-beta-bank

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

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Sadia-Khan13/Supervised_Machine_Learning

This repository is meant to document my hands-on experience with supervised learning algorithms and techniques. It includes a variety of exercises, and experiments using different types of data and tools. Each file represents a step forward in building my machine learning skills.

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autistic-symposium/ml-ai-agents-py 📦

👾 resources and experiments for autonomous agents (e.g., language models, reinforcement learning, energy based models)

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EmilHvitfeldt/smltar

Manuscript of the book "Supervised Machine Learning for Text Analysis in R" by Emil Hvitfeldt and Julia Silge

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zahra-ahmadbeigloo/Machine-Learning-Projects

This repository contains machine learning projects, where models are trained for classification, regression, clustering, and deep learning tasks. Each project includes data preprocessing, feature engineering, model training, evaluation, and visualizations to support findings.

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kyrollossarwat/Cleaning-for-Machine-learning

The main things we do in EDA or cleaning the data are: removing or modifying null values, removing duplicates, handling outliers, encoding and scaling.

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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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IAmJuniorB/D499-Supervised-Learning

This class for machine Learning presents the end-to-end process of investigating data through a machine learning lens.

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xiamx/awesome-sentiment-analysis

😀😄😂😭 A curated list of Sentiment Analysis methods, implementations and misc. 😥😟😱😤

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Risang-L/text-classifier

A Streamlit app that classifies text samples as either AI-generated or written by Second Language Writers (SLW). Uses syntactic complexity indices by TAASSC and SHAP for model interpretability.

Language: Python - Size: 391 KB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 0 - Forks: 0

Brinkley97/applied_time_series_and_machine_learning

Personal Exploration: Time Series Analysis + Forecasting with Machine Learning

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Parnika798/Customer-Segmentation

Customer Behaviour Analysis and Churn Predictor

Language: Python - Size: 183 KB - Last synced at: 25 days ago - Pushed at: 25 days ago - Stars: 0 - Forks: 0

adexoxo13/Naive-Bayes

Naive Bayes Classifier | 10-Fold Cross-Validation | ROC Curve Analysis | Machine Learning | Python

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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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lohitya/Data-Analysis---ML

Data Analysis & ML (Python)

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SayamAlt/Liver-Cirrhosis-Stage-Prediction

Successfully established a machine learning model which can determine whether an individual is vulnerable to the Cirrhosis disease or not by predicting its corresponding stage based on a unique set of medical features such as Cholesterol, Prothrombin, etc. pertaining to that person.

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adexoxo13/Neural_Network

Supervised Machine Learning | Neural Network | Jupyter Notebook | Python | Scikit library

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PimeTandas/machine-learning-courses-and-notes

This repo houses all my notes, labs and notebooks I used/ created while learning Machine Learning. Following on from this repository I also have a repo for all things Deep Learning too.

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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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tejaswirupa/Early-Prediction-of-Diabetes-Risk-Using-Machine-Learning

Built a predictive model using CDC health data to identify individuals at risk of developing diabetes. Achieved 90.6% F1-score using Logistic Regression and revealed key health indicators like BMI and blood pressure as top predictors.

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felmateos/stellar-classification-SDSS17

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

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samuelAemro12/MachineLeraning_SchoolProject-

A machine learning school project, completed on Google Colab, Classify Case instances of whether there is a recurrence-case or no-recurrance-case of breast cancer

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OmarrAymann/Machine-learning-projects

A collection of machine learning projects covering supervised learning and unsupervised learning. Each project includes: Clean and reproducible code End-to-end pipeline: data preprocessing, modeling, evaluation, visualization Well-documented notebooks and scripts Use of popular ML libraries like Scikit-learn

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Neelka96/credit-risk-classification

DataViz Module 20 Supervised ML (Python)

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juliasilge/supervised-ML-case-studies-course

Supervised machine learning case studies in R! 💫 A free interactive tidymodels course

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Team-IEEE-BPIT/SIG-Machine-Learning

Welcome to the Machine Learning using Python SIG hosted by IEEE BPIT! This SIG is designed to introduce participants to the exciting world of Machine Learning using Python programming language.

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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.

Language: Jupyter Notebook - Size: 794 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 1

celineclarissa/Book-Genre-Prediction

Genre classification from book summaries using NLP, feature engineering, and a TensorFlow-based neural network, deployed on Hugging Face.

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meetk5/Supervised-Learning-Challenge-2

This project highlights the use of KNN, SVM, Decision Tree and Random Forest Classifiers to predict heart disease in a set of patients. The project also evaluates the models using metrics like Accuracy, Classification Report (Precision, Recall, F1-Score) and Confusion Matrix.

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Dhrumi45/GSA

Gujarati Sentiment Analysis

Language: Jupyter Notebook - Size: 2.47 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

hdangle31/DS-Machine-Learning-Flights-2022

Predict Flight Cancellation Using Random Forest, XGBoost, Logistic Regression and Naive Bayes

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syedabdullahbukhari77/DS-Machine-Learning

A collection of notebooks and scripts covering essential data science concepts. Includes data manipulation, cleaning, analysis, and visualization techniques.

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dhruvv1402/Spam-Detection-Python-

This project is a Spam Detection System built using Python. It classifies SMS messages as spam or ham (not spam) using machine learning techniques.

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samsmg/Sentiment-Analysis-

Sentiment Analysis from scrap text of different website article.

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yashksaini-coder/Multi-Class-Prediction-of-Obesity-Risk

Multi-Class Obesity Risk Prediction Project | Prediction of obesity risk in individuals using various factors, which is related to cardiovascular disease.

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shaysingh818/dendritic

Iterative optimization library

Language: Rust - Size: 28.2 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 2 - Forks: 0

michael-map/CapStone-Project-2025

Shaping a Secure Digitalize Future: Predicting and Preventing Bank Fraud ~ Capstone Project

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Riciokzz/Travel-Insurance-Prediction

Travel Insurance Prediction project.

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yashksaini-coder/Multivariate-Logistic-Regression---Telecom-Churn

Building a logistic regression model for telecom churn prediction, utilizing 21 customer-related variables to predict whether a customer will switch to another telecom provider or not.

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VED-PRAKA5H/Calories-Burnt-Prediction

Calories Burnt Prediction using FastAPI and Machine Learning!

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nakulpandit/ml_1

Machine Learning

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caiquemiranda/machine-learning-algorithms-python

machine-learning-algorithms

Language: Python - Size: 2.93 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

Yaa-de-champ/Machine-Learning

for various machine learning projects

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mikayelgr/ml-forecast-ev-kpis

Forecasting EV growth and key metrics using supervised ML, developed for Stanford's DATASCI112 Principles of Data Science.

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hamzakamelen/Heart-Disease-Prediction

A Complete Machine Learning Heart Disease Prediction App

Language: Jupyter Notebook - Size: 320 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

Molingejr/machine_learning_models

Applying machine learning models to make predictions and find patterns within data

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enshefalogram/ml-score-pred

This project is designed to make your life... predictable!

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arush18/Stock-Price-Prediction

Stock Price Prediction using Machine Learning, featuring data preprocessing, time series analysis, and model evaluation.

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arush18/Customer-Churn-Prediction

Customer Churn Prediction using Machine Learning with data preprocessing, feature engineering, and model evaluation.

Language: Python - Size: 279 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

kevinwood15/Python_ML_Classification_Modeling

This project uses GaussianNB, Random Forest, and AdaBoost Classification Models to predict the income category of individuals with US Census Data

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putriapril72/EDA_and_Supervised-Regression

aims to understand the characteristics, structure, and important components of the dataset and learning process by giving marked data to the model.

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kurnia-raif/ml-salary-prediction

Pada bagian ini silahkan bisa menjelaskan bancground problem yang ada pada project anda. Jelaskan Situation (problem2nya) dan juga berkaitan dengan Task (tujuan, goals, yang mau dicapai dan dikerjai).

Language: Jupyter Notebook - Size: 5.33 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

sivkri/GeneExpression-MachineLearning

Supervised Machine Learning for Gene Expression Analysis

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McGill-MMA-EnterpriseAnalytics/PAWsitive-Tails-Shaping-Brighter-Futures-for-Shelter-Pets

This project is a comprehensive data science initiative focused on improving the lives of animals in shelters. We aim to leverage advanced analytical methods to predict shelter animal outcomes and optimize resource allocation.

Language: Jupyter Notebook - Size: 57.4 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 2

EversonYT09/Liver_Cirrhosis

This project aim to understanding the factors contributing to liver cirrhosis, analyzing its impact, and possibly predicting disease outcomes using machine learning. It might also explore survival analysis or risk stratification for liver cirrhosis patients.

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ayushcodes13/Machine-Learning-Practice

This repository contains hands-on projects and implementations of various machine learning techniques.

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arush18/Heart-Disease-Prediction

Heart Disease Prediction using Machine Learning with data preprocessing, model evaluation, and performance analysis.

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VivekRamchandani/ML-Basics

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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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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

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nafisalawalidris/Advanced-Fraud-Detection-with-Anomaly-Detection

This repository demonstrates how to build a robust fraud detection system that combines supervised learning techniques with anomaly detection models. It provides end-to-end implementation, from data preprocessing and model training to deploying a real-time fraud detection API using FastAPI.

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Revati-N/AI-DS-Projects

Collection of AI, DS and ML Projects

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Y-R-A-V-R-5/House-Price-Prediction

House Price Prediction Using Machine Learning: A project using Linear Regression, Ridge Regression, Decision Tree, and Gradient Boosting models to predict property values based on key features. Includes EDA, data preprocessing, and performance comparison. **Skills:** Python, Machine Learning, Data Analysis, Regression Models, EDA

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rileynwong/spotify-analysis

Data analysis on my monthly playlists

Language: Jupyter Notebook - Size: 5.09 MB - Last synced at: about 2 months ago - Pushed at: over 7 years ago - Stars: 24 - Forks: 3

vidhyarth08/Machine-Learning

Machine learning algorithms

Language: Jupyter Notebook - Size: 2.56 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

jamesehiabhi/PeterSide-HeartPredict_ML

Advanced Heart Disease Prediction Using Supervised Machine Learning Models

Language: Jupyter Notebook - Size: 4.4 MB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

anhvu2201/Churn_Users_Prediction_using_Supervised_and_Unsupervised_ML

Develop and train an supervised machine learning model to identify potential churn users. Additionally, segment these users into distinct groups using an unsupervised machine learning model to enable tailored marketing strategies.

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DieStok/Basic-Machine-Learning-for-Bioinformatics

ML course materials for bioinformatics students following the Basic Machine Learning for Bioinformatics course at Utrecht University. Course created and taught by Dieter Stoker.

Language: Jupyter Notebook - Size: 87.1 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 1

s-erzv/SalaryPrediction-ML

This project builds a supervised machine learning model to predict salaries based on work experience using the salary_data.csv dataset (100 records, 3 columns). It compares Linear Regression, Decision Tree, and Random Forest to determine the best approach for salary prediction.

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QuantumDynamicsLab/PES2MP_ipynb

PES2MP: Get radial coefficients from PES via multipole expansion

Language: Jupyter Notebook - Size: 4.04 MB - Last synced at: 7 days ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

mayhixza/breast-cancer-classification

Classified tumors as malignant or benign using various supervised ML 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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Amey-Thakur/DEPRESSION_DETECTION_USING_TWEETS

Twitter Depression Detection

Language: Jupyter Notebook - Size: 18.1 MB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 12 - Forks: 0

mattiamanna2203/TesiMagistrale

Files used for my Master's thesis in Data Science titled "Identification of Critical Nodes in Differential Co-Expression Networks of TEPs Transcriptome for Diagnostic Applications."

Language: R - Size: 29.2 MB - Last synced at: 2 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

NoveliaYuki4982/ML-root_finder

Project that trains different ML models to find the best one at finding the root of a sentence given a free tree.

Language: Jupyter Notebook - Size: 1.46 MB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

harismuneer/Handwritten-Digits-Classification-Using-KNN-Multiclass_Perceptron-SVM

🏆 A Comparative Study on Handwritten Digits Recognition using Classifiers like K-Nearest Neighbours (K-NN), Multiclass Perceptron/Artificial Neural Network (ANN) and Support Vector Machine (SVM) discussing the pros and cons of each algorithm and providing the comparison results in terms of accuracy and efficiecy of each algorithm.

Language: Python - Size: 13 MB - Last synced at: 11 days ago - Pushed at: 4 months ago - Stars: 62 - Forks: 18

SayamAlt/Water-Quality-Prediction

Successfully established a machine learning model which can predict whether any given water sample is potable or not, based on its set of various properties, to a considerably high level of accuracy.

Language: Jupyter Notebook - Size: 7 MB - Last synced at: about 2 months ago - Pushed at: almost 3 years ago - Stars: 8 - Forks: 2

ketrinnatasya21/Python_Classification_BreastCancer

This project evaluates classification algorithms for breast cancer prediction using the Breast Cancer (Diagnostic) dataset. It compares the performance of Decision Tree, Random Forest, Logistic Regression, and Naive Bayes to classify cancer as malignant or benign.

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VietDucNg/NeukalenMap_RF_clasification

Mapping species in Neukalen, Germany from 2020 to 2022 using Python based on Random Forest classifier and UAV multispectral images

Language: Jupyter Notebook - Size: 1.99 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

niyas6161/ML-PROJECTS

ML Projects

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paocarvajal1912/VIXM-Algorithmic-Strategy

An algorithmic trading strategy incursion using Adaboost machine learning classifier, to create the first volatility security suitable for long term investors.

Language: Jupyter Notebook - Size: 20.7 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 3 - Forks: 2

vikasverma1077/manifold_mixup

Code for reproducing Manifold Mixup results (ICML 2019)

Language: Python - Size: 40.4 MB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 487 - Forks: 63

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: about 2 months ago - Pushed at: 7 months ago - Stars: 2 - Forks: 0

Nikorasu/SnakeAI

WIP project to use machine learning to play Snake!

Language: Python - Size: 67.4 KB - Last synced at: 13 days ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

sifatahammed/Analysis-of-Deep-Learning-Models-for-Emotion-Recognition

The experiment developed a framework for comparing the performance of various deep learning models for emotion recognition using EEG data.

Language: Jupyter Notebook - Size: 630 KB - Last synced at: 2 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0