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1. network_Security_end2toend network_Security_end2toend Public

   An end-to-end MLOps pipeline for network intrusion detection using Airflow, Docker, and MLflow. CyberFlow automates data ingestion, drift detection, A/B model testing, and deployment, ensuring real…

   HTML 1

2. denoisingGAN denoisingGAN Public

   A GAN-based solution for improving medical images by reducing noise, removing blur, and enhancing low-light conditions. This tool simulates common imaging issues to create a realistic training envi…

   Jupyter Notebook

3. model-distillation-basic model-distillation-basic Public

   Knowledge Distillation with PyTorch on MNIST: A compact Student model learns from a larger Teacher model using distillation loss, achieving 97.68% accuracy with 73.5% fewer parameters.

   Jupyter Notebook

4. end_end_ML_pipeline_dagshub end_end_ML_pipeline_dagshub Public

   This project demonstrates how to build a robust, end-to-end machine learning pipeline using DVC (Data Version Control) for data and model versioning and MLflow for experiment tracking. The pipeline…

   Python 1