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binaryclassification

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Here are 130 public repositories matching this topic...

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PacktWorkshops / The-Data-Science-Workshop

Star 248

A New, Interactive Approach to Learning Data Science

python machine-learning random-forest regression datascience dimensionality-reduction feature-engineering data-preparation machine-learning-pipelines binaryclassification clusteranalysis hyperparameter-tuning- ensemble-learning-
  • Updated Mar 2, 2026
  • Jupyter Notebook

dr-mushtaq / Deep-Learning

Star 38

This repository offers video-based tutorials on Deep Learning concepts along with practical implementations using Python, TensorFlow, and Keras. It is designed for students, educators, and self-learners who want to understand the theory and apply it through hands-on projects.

convolutional-neural-networks vectorization deep-network forward-propagation binaryclassification logistic-regression-gradient-descent gradient-descent-on-m-examples vectorizing-logistic-regression activiation
  • Updated Nov 12, 2026
  • Jupyter Notebook

AdityaTheDev / NudityDetection-Using-Deeplearning

Star 21

Nudity/pornography detection using deeplearning. This model is trained using pretrained VGG-16. To know more about this check the readme file below

keras image-processing artificial-intelligence image-classification vgg16 keras-tensorflow nudity-detection pornography porn-detection binaryclassification nudity-detector
  • Updated Sep 2, 2021
  • Jupyter Notebook
Loan-Web

sagnik1511 / Loan-Web

Star 15

ML-powered Loan-Marketer Customer Filtering Engine

shell random-forest webapp banking python-3 binaryclassification streamlit-application
  • Updated Sep 13, 2021
  • Python

PhenomSG / CV-based-Waste-Identifier

Star 5

A computer vision-based waste identifier utilizes advanced image processing techniques and machine learning

computer-vision deep-learning binary cnn python3 binaryclassification
  • Updated Oct 13, 2023
  • Jupyter Notebook

aydanurakca / end-to-end-heart-disease-classification

Star 5
random-forest logistic-regression hyperparameter-tuning knn-classification classification-model binaryclassification heartdieasesprediction
  • Updated Apr 9, 2021
  • Jupyter Notebook

nikolliervin / profanity-detection

Star 5

This nuget package is designed to help you easily identify and detect profanity or bad words within a given sentence or string. It works under a simple binary classifier that has been built and trained using ML.NET for accurate and efficient detection of inappropriate language.

machine-learning profanity-detection profanity-filter binaryclassification
  • Updated Dec 2, 2023
  • C#

Koldim2001 / Binary_classification_of_users

Star 4

Бинарная классификация пользователей образовательной платформы Stepic на тех, кто скорее всего пройдет курс до конца и тех, кто скорее всего покинет платформу. Модель способна давать предсказания по анализу поведения юзеров на сайте за первые 3 дня

ml loyalty churn-prediction binaryclassification stepik-course
  • Updated Dec 9, 2022
  • Jupyter Notebook

ZahraSahranavard / Breast-Cancer-Classification-ML

Star 4
data-science machine-learning data-visualization binaryclassification
  • Updated Sep 19, 2025
  • Jupyter Notebook
Covid19-Vaccine-ML-Pipeline

kingabzpro / Covid19-Vaccine-ML-Pipeline

Star 4

Designing your first machine learning pipeline with few lines of codes using Orchest. You will learn to preprocess the data, train the machine learning model, and evaluate the results.

machine-learning ensemble-learning vaccine binaryclassification covid-19 mlpipelines
  • Updated Nov 8, 2021
  • Jupyter Notebook

Gokul-001 / Detection-Of-Malarial-Infected-Cells-Using-CNN

Star 4

Malaria is a serious global health problem that affects millions of people each year. One of the challenges in diagnosing malaria is identifying infected cells from microscopic images of blood smears. Convolutional Neural Networks (CNNs) are a type of deep learning algorithm that have been used for image classification tasks etc

deep-neural-networks deep-learning cnn kaggle aws-ec2 malaria binaryclassification malaria-detection
  • Updated Jul 15, 2024
  • Jupyter Notebook

Sanky18 / L-T-EduTech-Hackathon-at-SHAASTRA-IITM

Star 4

Concrete cracking is a major issue in Bridge Engineering. Detection of cracks facilitates the design, construction and maintenance of bridges effectively.

machine-learning deep-neural-networks modeling cnn regularization keras-tensorflow inception-v3 transferlearning binaryclassification tensorflow2 agumentation dropout-layers
  • Updated Jan 28, 2023
  • Jupyter Notebook

srijan-Git1247 / ML.Net-Application-CarPricePrediction

Star 3

A Binary Classification application to predict if a car price is good deal or not based on a set of attributes using FastTree trainer based on the Multiple Additive Regression Trees (MART).

machine-learning binaryclassification regressiontree fasttree
  • Updated Jul 17, 2024
  • C#

Kridosz / Loan-Default-Prediction_Model

Star 3

Loan Default Prediction Model: A machine learning project that leverages historical lending data to create predictive models for assessing loan default risk, aiding financial institutions in making informed lending decisions.

python machine-learning random-forest tensorflow numpy machine-learning-algorithms jupyter-notebook seaborn banking scipy artificial-neural-networks matplotlib lending datavisualization dataanalysis xgboost-algorithm datacleaning pandas-python binaryclassification modelcomparision
  • Updated Sep 6, 2023
  • Jupyter Notebook

Sanky18 / Crack-Detection-Model

Star 3

Concrete cracking is a major issue in Bridge Engineering. Detection of cracks facilitates the design, construction and maintenance of bridges effectively.

machine-learning modeling cnn regularization transfer-learning augmentation keras-tensorflow inception-v3 deepneuralnetworks binaryclassification dropout-layers
  • Updated Jun 11, 2023
  • Jupyter Notebook

nataberishvili / nataberishvili.github.io

Star 2
python science data dplyr shiny h2o datascience randomforest machinelearning flexdashboard loan-default-prediction medicare-data binaryclassification shap exploratorydataanalysis berishvili ggplo2
  • Updated Jun 23, 2021

SahandNamvar / Binary-classification-Alzheimer-disease

Star 2

EDA, pre-processing, train & test models, select best-performing model based on accuracy, precision, recall, and F1-score

exploratory-data-analysis machine-learning-algorithms data-preprocessing predictive-modeling kaggle-dataset binaryclassification
  • Updated Aug 2, 2024
  • Jupyter Notebook

hariprasath-v / Solafune_Finding_Mining_Sites

Star 2

Develop a technology for detecting mining sites using images from the optical satellite Sentinel-2. Specifically, it involves classifying images that contain mining sites and those that do not.

python sklearn exploratory-data-analysis pandas pytorch sentinel-2 binaryclassification f1score wandb solafune
  • Updated Aug 30, 2024
  • HTML

ssharanyab / Rice-Classification

Star 2

Classification of two varients of rice - Osmancik, and Cammeo using machine learning

machine-learning svm classification knn binaryclassification
  • Updated Jun 12, 2022
  • Jupyter Notebook

samya-ak / MNIST-binary-classification

Star 2

Binary Classification of mnist data using Stochastic Gradient Descent(SGD)

sklearn mnist stochastic-gradient-descent binaryclassification
  • Updated Apr 11, 2019
  • Jupyter Notebook

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