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1. Cell-Vision-Fusion Cell-Vision-Fusion Public

   A SwinV2 transformer-based fusion approach combining Cell Painting images, image-based profiles and compound structures to predict kinase inhibitor mechanism of action.

   Jupyter Notebook 4 1

2. LMPred_AMP_Prediction LMPred_AMP_Prediction Public

   A novel approach to the classification of antimicrobial peptides (AMPs) using pre-trained language models to create contextual vectorized embeddings of each peptide sequence before a convolutional …

   Jupyter Notebook 12 3

3. ThyCa-GAN ThyCa-GAN Public

   Applying a StyleGAN2-ADA to produce realistic synthetic thyroid histopathological images from a small dataset of 156 patient samples.

   Jupyter Notebook 3

4. COVID_House_Prices_Visual_Analytics COVID_House_Prices_Visual_Analytics Public

   A study looking at how annual real house price appreciation was affected during 2020 by COVID-19.

   Jupyter Notebook

5. DEEP_Reinforcement_Learning DEEP_Reinforcement_Learning Public

   Using deep reinforcement learning algorithms to learn how to battle in the game Pokémon.

   Jupyter Notebook

6. CRAFT_Beer_Success_Prediction CRAFT_Beer_Success_Prediction Public

   A prediction of the likelihood of a craft beer scoring more than 4 out of 5 on the Untappd website

   Jupyter Notebook