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1. DD2434-VAE-Project DD2434-VAE-Project Public

   Replication of the research paper titled Auto-Encoding Variational Bayes.

   Python

2. nn-blocks nn-blocks Public

   A neural network library built from scratch, without dedicated deep learning packages. Training and testing deep neural networks and utilizing deep learning best practices for multi-class classific…

   Jupyter Notebook 1

3. dcgan-fake-faces dcgan-fake-faces Public

   Deep convolutional generative adversarial networks (DCGANs) for generating fake faces with Tensorflow and Keras.

   Jupyter Notebook

4. re-sln re-sln Public

   Re-implementation of the paper titled "Noise against noise: stochastic label noise helps combat inherent label noise" from ICLR 2021.

   Python 1

5. slp-mlp slp-mlp Public

   Single Layer Perceptrons (SLPs) and Multi-Layer Perceptrons (MLPs) from scratch, only with numpy, for classification and regression. MLPs with Keras for time-series prediction.

   Jupyter Notebook

6. som som Public

   Kohonen Self-Organizing Maps (SOMs) for dimensionality reduction, data embedding, and solving a variant of the travelling salesman problem.

   Jupyter Notebook 1