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Othniel74/Fraudsense-v1

sourceHugging Faceupdated 1y agoView on Hugging Face

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App README

FraudSenseXAI

Overview

FraudSenseXAI is an innovative Machine Learning (ML) and Explainable Artificial Intelligence (XAI) application, developed as a part of a research project. This application is dedicated to detecting and analyzing fraudulent activities, with a strong emphasis on the interpretability and transparency of its AI models.

Key Features

—Robust Fraud Detection: Utilizes advanced ML techniques to identify fraudulent transactions accurately.
—Explainable AI Elements: Employs XAI approaches to provide clear insights into the decision-making processes of the AI.
—Interactive Web Interface: Features a user-friendly web application for easy access and interpretation of results.
—Dynamic Visualizations: Integrates Plotly for interactive and insightful data visualizations.
—Applicability Across Sectors: Suitable for use in finance, e-commerce, digital banking, and other sectors.

Technology Stack

—FastAPI: For building efficient, scalable APIs.
—Python: The core programming language for ML and backend development.
—Joblib: For model serialization and deserialization.
—Bootstrap & Plotly: For frontend development and interactive plotting.
—Heroku, Grdaio & Hugging Faces: Used for deployment and hosting.

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference