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1. dimensionality-reduction-comparison dimensionality-reduction-comparison Public

   A comparison of various dimensionality reduction techniques from scikit-learn. Including PCA, t-SNE, LLE, Hessian LLE, Modified LLE, Isomap, Kernel PCA, Laplacian Eigenmaps, LTSA and (Non-)Metric MDS.

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2. tweet-similarity-ranking tweet-similarity-ranking Public

   A cosine-similarity, TF-IDF-weighted search on a set of tweets for ranked Information Retrieval.

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3. classical-mds classical-mds Public

   A C# implementation of the Classical Multidimensional Scaling dimensionality reduction algorithm.

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4. variational-autoencoder-in-jax variational-autoencoder-in-jax Public

   An implementation of a Variational Autoencoder in JAX, trained on MNIST data. The notebook also shows some nice features of generative models.

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5. SimpleNeuralNet SimpleNeuralNet Public

   An implementation of a neural network for binary classification with a single hidden layer.

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6. seminar-papers-and-talks seminar-papers-and-talks Public

   A selection of seminar papers and talks held at UHH and the University of Stuttgart.