Official implementation of "Dynamic Label Injection for Imbalanced Industrial Defect Segmentation" accepted at VISION Workshop - ECCV 2024
-
Updated
Jun 5, 2025 - Python
#
class-balancing
Here are 8 public repositories matching this topic...
Python notebook describing the entire process of developing a prediction model including: Exploratory Data Analysis, Data Preprocessing, and Model Development
machine-learning random-forest exploratory-data-analysis naive-bayes-classifier logistic-regression data-preprocessing knn decision-tree-classifier class-balancing
-
Updated
Jul 12, 2022 - Jupyter Notebook
This project uses an enhanced WGAN with GCN layers to tackle class imbalance in fraud detection. By converting data into graph structures, it generates realistic synthetic samples, improving balance and accuracy compared to traditional methods like SMOTE.
-
Updated
Nov 28, 2024 - Jupyter Notebook
Machine learning project predicting bank term deposit subscriptions using customer demographics and campaign data. Features multiple ML models (Random Forest, Logistic Regression, Decision Tree), SMOTE for class balancing, and interactive Streamlit app for real-time predictions.
machine-learning random-forest scikit-learn exploratory-data-analysis pandas logistic-regression feature-engineering predictive-modeling decision-tree binary-classification smote customer-analytics bank-marketing streamlit-app class-balancing subscription-prediction term-deposit-prediction
-
Updated
Oct 29, 2024 - Jupyter Notebook
Cyclist safety risk assessment application for Austin using Random Forest classification with SMOTE for class balancing. Interactive Streamlit web app predicts cycling incident severity based on time, location, and environmental conditions to promote safer cycling practices.
random-forest scikit-learn predictive-modeling smote environmental-factors transportation-safety traffic-safety real-time-prediction streamlit-application class-balancing risk-assessment- cyclist-safety incident-prediction urban-safety
-
Updated
Oct 3, 2024 - Jupyter Notebook
Use PySpark to predict the success of a terrorist attack using different machine learning approaches
machine-learning-algorithms pyspark feature-engineering model-evaluation big-data-analytics correlation-analysis ml-pipeline one-hot-encoding string-indexing class-balancing
-
Updated
Nov 27, 2022 - Jupyter Notebook
Análisis de Sentimientos en Reseñas de Películas: Proyecto que utiliza NLP (tokenización, lematización, eliminación de contracciones y detección de idioma) para clasificar reseñas según 8 emociones distintas, implementando un modelo de análisis y visualizando patrones con matplotlib.
-
Updated
Mar 13, 2025 - Jupyter Notebook
💰 Python CLI pipeline for loan default classification. Includes data cleaning, visualization (Matplotlib), balancing, Decision Tree (Sklearn), and interactive prediction browser
python cli machine-learning scikit-learn data-visualization classification matplotlib data-cleaning decision-tree credit-risk loan-prediction class-balancing
-
Updated
Apr 15, 2025 - Python
Improve this page
Add a description, image, and links to the class-balancing topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the class-balancing topic, visit your repo's landing page and select "manage topics."