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1. Unsupervised-machine-learning-pipeline-for-image-clustering-and-classification Unsupervised-machine-learning-pipeline-for-image-clustering-and-classification Public

   Autonomous quantitative image analysis for fractography with CNN

   Jupyter Notebook

2. CSCE-636-Deep-Learning-Projects CSCE-636-Deep-Learning-Projects Public

   Language modeling with Transformers, Machine translation with RNN, Noisy image classification with CNN

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3. Supervised-machine-learning-based-semantic-image-segmentation Supervised-machine-learning-based-semantic-image-segmentation Public

   Semantic image segmentation pipeline to distinguish and quantify different failure surfaces of materials

   Jupyter Notebook

4. Feature-importance-analysis-by-random-forest-and-linear-regression Feature-importance-analysis-by-random-forest-and-linear-regression Public

   Jupyter Notebook