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Ary4r/software-defect-prediction-api

sourceHugging Faceupdated 1mo agoView on Hugging Face

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App README

Software Defect Prediction API (NASA JM1)

REST API (FastAPI) and Interactive Web UI (Gradio) for predicting software code defects on NASA JM1 dataset using PyTorch Artificial Neural Network (ANN).

Features

—Gradio Web Interface: Test defect prediction interactively at /
—FastAPI REST API: Integration endpoints at /predict and /predict-batch
—Interactive Documentation: Swagger UI docs at /docs