Explore projects
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Get started DVC project (NLP, random forest)
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IBSim / VirtualLab
Apache License 2.0Series of simulations to replicate laboratory experiments as part of a 'digital twin' initiative between Swansea University and the UK Atomic Energy Authority. Scripts are mostly in python to run the various modules which this platform integrates together (e.g., Salome, Code_Aster, ERMES, CAD2Vox, gvxr, CIL).
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This is how world work, so i do not take any respond what u all said.
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Simulation of a real hospital scenario with a ML model in production
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This project aims to develop a robust and interpretable machine learning model for early detection of cyberattacks within network systems. By analyzing network traffic data and identifying patterns associated with malicious activities, the model strives to improve network security and prevent potential cyber threats.
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This repository showcases an end-to-end machine learning project implemented with a focus on MLOps.
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Developed a project utilizing Generative Adversarial Networks (GANs) to convert grayscale images to RGB color images. Leveraged deep learning techniques to train the GAN model on a dataset of grayscale and corresponding color images, achieving realistic colorization results. This project demonstrated proficiency in image-to-image translation and advanced deep learning methodologies within the realm of computer vision.
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Beginner projects that help and motivate me to keep learning.
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Machine learning techniques to classify water samples as drinkable or not drinkable.
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Gene-wise Prior Bayesian Group Factor Analysis Model extends a previously developed Bayesian formulation of the Group Factor Analysis Model by integrating a feature-wise prior to enable transfer of information over shared features across multiple views.
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