GitHub topics: classification-algorithm

Repositories

Dicoding-Addin/BMLP-ADDIN

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hrshankar2002/Siamese-Convolutional-Neural-Network

The official implementation of the paper "Efficient Siamese Network-Based Approach for Multi-Class ECG Classification in Arrhythmia Detection"

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amansiwach868/titanic-survival-prediction

This repository contains a project focused on predicting Titanic passenger survival using machine learning techniques. It includes data analysis, feature engineering, and model evaluation to provide insights into survival rates. 🛠️📊

Language: Python - Size: 259 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

toancontrai/fastmap

A fast structure from motion pipeline written in Pytorch.

Language: Python - Size: 3.28 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 1 - Forks: 0

OfficialYapper/Project-Credit-Risk-Analysis

German Credit Data - 1994

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Marta-Barea/mlp-sonar-classifier

A simple project to train and evaluate two multilayer perceptron models on the Sonar data using TensorFlow, SciKeras, and Scikit-Learn — one without data standardization and another with standardized input data.

Language: Python - Size: 313 KB - Last synced at: about 16 hours ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0

Marta-Barea/mlp-diabetes-classifier

A simple project to train and evaluate a multilayer perceptron on the Pima Indians Diabetes Dataset using TensorFlow, SciKeras, and Scikit-Learn.

Language: Python - Size: 133 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

Marta-Barea/mlp-iris-classifier

A simple project to train and evaluate a multilayer perceptron on the Iris Sepecies data using TensorFlow, SciKeras, and Scikit-Learn.

Language: Python - Size: 101 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 1 - Forks: 0

gattsu001/Telecom-Churn-Predictor

Predicts which telecom customers are likely to churn with 95% accuracy using engineered features from usage, billing, and support data. Implements Sturges-based binning, one-hot encoding, stratified 80/20 train-test split, and a two-level ensemble pipeline with soft voting. Achieves 94.60% accuracy, 0.8968 AUC, 0.8675 precision, 0.7423 recall.

Language: Python - Size: 191 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 1 - Forks: 0

imildositoe/car_pedestrian_lidar_data_processing

Object detection, classification, and tracking using LiDAR data collected by a Blickfeld Cube 1 sensor.

Language: Python - Size: 18.6 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 1 - Forks: 0

shortthirdman/PredictorXVault-Cookbook

Master Machine Learning: A Collection of Classification & Regression Algorithms in Action

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aryashah2k/Prediction-Of-PCOS-Using-Optimized-ML-Classifiers

Official Code Files For My Research Paper Presented at 3rd International Conference on Artificial Intelligence: Advances and Applications (ICAIAA 2022). Paper Published in Springer Book Series, "Algorithms for Intelligent Systems (AIS)".

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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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vikram-raju/Customer-Visits

An exploratory study of understanding visit patterns of customers at a shopping mall and predicting their visit in the upcoming week.

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NeverSinkDev/NeverSink-Filter

This is a lootfilter for the game "Path of Exile". It hides low value items, uses a markup-scheme and sounds to highlight expensive gear and is based on economy data mining.

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shainamackin/nyc-hh_algorithmic-bias-mitigation

The code presented here is meant to accompany our Playbook, which illustrates our threshold adjustment methodology that can mitigate bias in EHR-based classification models. Our paper and the Playbook can be found in npj Digital Medicine at the link below:

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christiandarvs/SmartCents-Algorithm

Our SmartCents mobile application utilizes Decision Tree algorithm to recommend financial literacy modules to students based on their responses to a set of questions.

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Morano-git/WDBC-ML-Classification-Assignment

Fundamentals of Machine Learning Assignment Repository

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sibirbil/RuleDiscovery

Two algorithms based on linear programming to discover classification rules for interpretable learning.

Language: Python - Size: 89 MB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 23 - Forks: 2

benedekrozemberczki/awesome-graph-classification

A collection of important graph embedding, classification and representation learning papers with implementations.

Language: Python - Size: 1.79 MB - Last synced at: 39 minutes ago - Pushed at: over 2 years ago - Stars: 4,790 - Forks: 739

sabin74/customer_churn_prediction

Predict whether a customer will churn (leave the service) based on their usage and demographic data using machine learning.

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markdregan/K-Nearest-Neighbors-with-Dynamic-Time-Warping

Python implementation of KNN and DTW classification algorithm

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alanrazop/Fake-News-Detection

Este proyecto presenta un detector de noticias falsas que utiliza técnicas de aprendizaje automático y procesamiento de lenguaje natural para clasificar artículos como verdaderos o falsos.

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udityamerit/Machine-Learning-For-Beginners

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99sbr/DeepLearning

Deep Learning / NLP Projects and Experiments

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murufeng/awesome-papers

机器学习，深度学习，自然语言处理，计算机视觉方面的顶级期刊会议论文集

Size: 62.4 MB - Last synced at: 15 days ago - Pushed at: almost 5 years ago - Stars: 134 - Forks: 35

williamfridh/Vehicle-Classifying-and-Counting-Convolution-Neural-Networks-Onboard-Cost-Efficient-Microcontrollers

Real-time vehicle classification and counting using Convolutional Neural Networks on microcontrollers.

Language: C++ - Size: 81 MB - Last synced at: 27 days ago - Pushed at: 30 days ago - Stars: 1 - Forks: 0

jlgarridol/sslearn

The sslearn library is a Python package for machine learning over Semi-supervised datasets. It is an extension of scikit-learn.

Language: Python - Size: 4.25 MB - Last synced at: 30 days ago - Pushed at: 30 days ago - Stars: 8 - Forks: 3

anonymo2239/Big-Data-Churn-Analyzer

Scalable customer churn prediction using PySpark. Includes EDA, feature engineering, modeling, and real-time inference on new data.

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ua-datalab/MLWorkshops

UArizona DataLab Workshops

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Dharmeshgadhiya161/Mid-Course-Assessment---ML-Case-Study

Mid Course Assessment - ML Case Study(Credit Scoring (Banking & Financial Services))

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enriquegit/multiviewstacking

A python implementation of the Multi-View Stacking algorithm

Language: Python - Size: 3.91 MB - Last synced at: 8 days ago - Pushed at: 5 months ago - Stars: 29 - Forks: 0

LatiefDataVisionary/machine-learning-basic-dicoding

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Shriyaak/MachineLearning.studyjournal.1

This repository contains my study and practice of key machine learning concepts, including:

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JCGCosta/Prevh

This package implements the Prevh classification algorithm. Which is a Machine Learning classification algorithm for handling with situation which the kNN can´t be conclusive.

Language: Python - Size: 206 KB - Last synced at: 4 days ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

Elinvord/telco-churn-ml

Predicting and analyzing customer churn in telecom using machine learning.

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abhinabasaha/ml

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nandan-byte/EDUNET-WEEK1

🌾 Crop & Fertilizer Recommendation using ML - This project uses machine learning to suggest the best crop and fertilizer based on soil and weather data like pH, temperature, and rainfall. Built using Python and Google Colab.

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abess-team/abess

Fast Best-Subset Selection Library

Language: C++ - Size: 209 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 485 - Forks: 42

TNO-Quantum/ml.classifiers.vc

Scikit-learn compliant Variational Quantum Classifier

Language: Python - Size: 3.02 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 5 - Forks: 1

bluegreen-labs/foto

The FOTO (Fourier Transform Textural Ordination) R package.

Language: R - Size: 20.4 MB - Last synced at: 12 days ago - Pushed at: over 1 year ago - Stars: 8 - Forks: 3

ahmetozlu/color_recognition

:art: Color recognition & classification & detection on webcam stream / on video / on single image using K-Nearest Neighbors (KNN) is trained with color histogram features by OpenCV.

Language: Python - Size: 6.68 MB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 342 - Forks: 120

ndminhvn/gender-classification

Gender Classification problem - Predict if blog texts are written by male or female

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adiag321/CRM-Analysis-for-Marketing-data

In this project, we have to create a predictive model which allows the company to maximize the profit of the next marketing campaign

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xinglab-ai/genomap

Cartography of Genomic Interactions Enables Deep Analysis of Single-Cell Expression Data (Nature Communications, 2023)

Language: Python - Size: 43.7 MB - Last synced at: 4 days ago - Pushed at: about 1 year ago - Stars: 19 - Forks: 3

MeqdadDev/teachable-machine

A Python package designed to simplify the integration of exported models from Google's Teachable Machine platform into various environments.

Language: Python - Size: 2.64 MB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 7 - Forks: 3

maladoi777/breast-cancer-prediction-app

A Streamlit web application for breast cancer prediction using logistic regression. Users can input key tumor features to receive real-time prediction and confidence scores based on the Breast Cancer Wisconsin Diagnostic Dataset.

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Phonkerxcc/Skin-Lesion-Detection

Skin Lesion Detection Using Convolutional Neural Network

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iterative/demo-bank-customer-churn

Demo DVC project training a classification model on tabular data

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CLUEbenchmark/DataCLUE

DataCLUE: 数据为中心的NLP基准和工具包

Language: Python - Size: 17.9 MB - Last synced at: about 2 months ago - Pushed at: about 3 years ago - Stars: 142 - Forks: 17

Ajota25/telco-customer-churn-prediction

An end-to-end machine learning project to predict customer churn in the telecom industry using XGBoost and SHAP explainability.

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annarsama/PropertyValues-Prediction

Prediction of property values using machine learning algorithms and about 3 million data

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desininja/voice-disorder

Data Science project. ML algorithms to detect voice disorders.

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cardmagic/classifier

A general classifier module to allow Bayesian and LSI classifications.

Language: Ruby - Size: 106 KB - Last synced at: about 2 months ago - Pushed at: 11 months ago - Stars: 664 - Forks: 123

StarlangSoftware/Classification-Cy

Machine learning library for classification tasks

Language: Cython - Size: 1.42 MB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

benedekrozemberczki/awesome-gradient-boosting-papers

A curated list of gradient boosting research papers with implementations.

Language: Python - Size: 1.48 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 1,022 - Forks: 160

Prajwal10031999/Sentiment-Analysis-ML-Flask-App

A machine learning end to end flask web app for sentiment analysis model created using Scikit-learn & VADER Sentiment.

Language: Python - Size: 1.88 MB - Last synced at: 15 days ago - Pushed at: about 4 years ago - Stars: 27 - Forks: 23

siddhant4srivastava/Linear-Model-Regression-and-Classification-

Biulding a real scenario Regression and Classification Algorithms.

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JeongsooWon/MeTel

MeTel (Metastasis Teller): Genomic classification of intrapulmonary metastasis and multiple primary lung cancer

Language: Python - Size: 814 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

wonderer007/Naive-Bayes-classifier

Naive Bayes classifier is classification algorithm. It uses Naive based Bernoulli and Multinomial equation to classify documents(Text) as ham or spam.

Language: Java - Size: 1.15 MB - Last synced at: about 1 month ago - Pushed at: about 10 years ago - Stars: 6 - Forks: 1

NishkarshRaj/100DaysofMLCode

My journey to learn and grow in the domain of Machine Learning and Artificial Intelligence by performing the #100DaysofMLCode Challenge. Now supported by bright developers adding their learnings :+1:

Language: Jupyter Notebook - Size: 41.2 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 332 - Forks: 168

chicago-joe/Python-ML-for-Financial-Applications

Moody's Bond Rating Classifier and USPHCI Economic Activity Forecast Modeling

Language: Python - Size: 7.06 MB - Last synced at: 3 days ago - Pushed at: about 6 years ago - Stars: 19 - Forks: 6

debanganghosh08/Prime_ML_Model

This is the official repository of Debangan Ghosh. Here I made a Streamlit App for my Fine tuned ML prediction models for MASAI Hackathon

Language: Python - Size: 1.28 MB - Last synced at: 15 days ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

Zero-One12/pH-meter-with-buzzer-alarm

Arduino R3 pH Meter with Display and Buzzer

Language: C++ - Size: 12.7 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

nano-bot01/Credit-Card-Fraud-Detection-

Credit Card Fraud Detection using Logistic Regression on credit card dataset

Language: Jupyter Notebook - Size: 424 KB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 9 - Forks: 4

RajatDodwadkar/Titanic_Survival_Prediction

Conducted exploratory data analysis (EDA) and implemented machine learning classification models to predict passenger survival outcomes on the Titanic dataset. This project explores key patterns and factors influencing survival rates using real-world data.

Language: Jupyter Notebook - Size: 271 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

Alepidoptera7/spring_tension_classifiers

Data mining and search scripts, antisense oligonucleotide prediction for drug discovery.

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capstone-coal/pycoal

Python toolkit for characterizing Coal and Open-pit surface mining impacts on American Lands

Language: Python - Size: 179 MB - Last synced at: 3 days ago - Pushed at: almost 4 years ago - Stars: 29 - Forks: 13

eeyribas/DeepLearning-Classifier

Contains applications related to Deep Learning Classification. The two applications perform classification using different trained models.

Language: Python - Size: 32.7 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

CaritoRamos/predictive-classification-model-in-python

This project applies Machine Learning classification models to predict customer acceptance of marketing offers using Python and libraries such as Pandas, NumPy, Scikit-learn, and XGBoost.

Language: Jupyter Notebook - Size: 8.68 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

Pegah-Ardehkhani/Customer-Churn-Prediction-and-Analysis

Analysis and Prediction of the Customer Churn Using Machine Learning Models (Highest Accuracy) and Plotly Library

Language: Jupyter Notebook - Size: 1.99 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 10 - Forks: 4

niladrighosh03/Classification---Comparison-of-Supervised-Machine-Learning-Algorithms

This project explores supervised machine learning algorithms for heart disease prediction using the UCI Heart Disease Dataset. Various classification models like KNN, SVM, Logistic Regression, Decision Trees, Random Forest, Naïve Bayes, Gradient Boosting, and XGBoost are implemented and compared based on accuracy, precision, recall, and F1-score.

Language: Jupyter Notebook - Size: 4.46 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

bhattbhavesh91/imbalance_class_sklearn

Address imbalance classes in machine learning projects.

Language: Jupyter Notebook - Size: 40.2 MB - Last synced at: 2 months ago - Pushed at: about 4 years ago - Stars: 36 - Forks: 38

manishdevdi/Loan-Approval-Prediction

The Loan Approval Prediction project uses machine learning to predict loan approvals based on factors like income, credit history, and loan amount. It applies Decision Tree and Random Forest classifiers, achieving 98.13% and 97.42% accuracy, respectively. This solution helps financial institutions make informed lending decisions efficiently.

Language: Jupyter Notebook - Size: 896 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

SaulTejedaM/Exanthem-Detection-ML

Machine learning project designed for the clinical classification of exanthematous diseases using medical data, to generate an early and accurate diagnosis of exanthems is crucial for effective treatment and outbreak control.

Size: 16.6 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

AldiPradana-KD/Automatic-Ticket-Classification

This project processes customer complaint data using pandas for data manipulation and applies text preprocessing techniques, including lemmatization, to clean and normalize complaint text. The `tqdm` library provides progress bars for efficient tracking of text processing tasks.

Size: 1.95 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

FadhiilDzaki/Bank_Deposit_Prediction

This project showcases an end-to-end data science solution to predict whether a client will subscribe to a term deposit based on historical marketing data from a Portuguese banking institution. By leveraging machine learning algorithms, the project aims to improve the efficiency and effectiveness of marketing campaigns.

Language: Jupyter Notebook - Size: 1.47 MB - Last synced at: 3 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

SanikaVT/Liver-disease-prediction

Machine learning Classification problem with easy understandable solutions

Language: Jupyter Notebook - Size: 417 KB - Last synced at: 20 days ago - Pushed at: almost 7 years ago - Stars: 18 - Forks: 17

jackaduma/AI-WAF

AI driven Web Application Firewall

Language: Python - Size: 119 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 26 - Forks: 3

WesleyEliel/CCN-Images-Classification

# EN: [ IA ] : Test projet for CNN # FR: [ IA ] : Projet de Test pour les CNN

Language: Python - Size: 1.61 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

FlorentAvellaneda/InferDT

The code of AAAI20 paper "Efficient Inference of Optimal Decision Trees"

Language: C++ - Size: 1.18 MB - Last synced at: about 1 month ago - Pushed at: almost 5 years ago - Stars: 9 - Forks: 5

Abhishek-Mallick/Health_Buddy

Health Buddy is a web application that provides essential medical assistance, including predicting brain tumors, detecting retina problems, and finding nearby doctors. With a chatbot feature and AI-powered suggestions, it aims to improve the healthcare experience for users.

Language: HTML - Size: 3.51 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 13 - Forks: 3