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1. neural-network-from-scratch neural-network-from-scratch Public

   We build a neural network from scratch to be trained on the MNIST dataset. We also use PyTorch on a London weather dataset for forecasting daily mean temperatures.

   Jupyter Notebook 1

2. protein-secondary-structure-prediction protein-secondary-structure-prediction Public

   Protein Secondary Structure Prediction (PSSP) using machine learning algorithms.

   Jupyter Notebook

3. tabular-deep-reinforcement-learning tabular-deep-reinforcement-learning Public

   We investigate the (deep) Q-learning algorithm on different environments and measure the performance of our agents.

   Jupyter Notebook 2

4. rafipatel/Image-Super-Resolution-using-GANs rafipatel/Image-Super-Resolution-using-GANs Public

   Jupyter Notebook

5. neural-machine-translation neural-machine-translation Public

   We tackle machine translation using Seq2Seq and Transformer models.

   Jupyter Notebook

6. av-node-analysis av-node-analysis Public

   We perform network analysis on the atrioventricular node, and produce a network based on a sampled set of regions on this node.

   Jupyter Notebook