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1. NormalizingFlows NormalizingFlows Public

   Implementing NF and Maximum Likelihood Training on Gaussian and half-moon data

   Jupyter Notebook 1

2. MLModelRobustness MLModelRobustness Public

   Implementing adversarial attacks, adversarial training, randomised smoothing and certification

   Jupyter Notebook 2

3. Word2Vec Word2Vec Public

   Word2Vec implementation on NumPy

   Jupyter Notebook 1

4. GraphNeuralNetworks GraphNeuralNetworks Public

   Implementing graph conv. network, message passing, personalised page rank, personalised passing of neural predictions, training, and accuracy computation

   Jupyter Notebook 1

5. RNN-SentimentAnalysis RNN-SentimentAnalysis Public

   Sentiment Analysis on IMDB Data using PyTorch Lightning

   Jupyter Notebook 1

6. CNN-ImageSegmentation CNN-ImageSegmentation Public

   Image segmentation on MSRC-v2 dataset via TorchVision

   Jupyter Notebook 1