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  • University of Cologne
  • Cologne Germany
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  1. Numerical-Renormalization-Group Numerical-Renormalization-Group Public

    Modules in Matlab to implement the Numerical Renormalization Group technique.

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  2. Housing-Prices-Advanced-Regression-Techniques Housing-Prices-Advanced-Regression-Techniques Public

    This notebook explores the housing dataset from Kaggle to predict Sales Prices of housing using advanced regression techniques such as feature engineering and gradient boosting.

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  3. 2D-Ising-Model-Monte-Carlo-Simulation 2D-Ising-Model-Monte-Carlo-Simulation Public

    The notebook simulates a 2D Ising Model with nearest neighbor interactions.

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  4. MNIST-Handwritten-Digits-Classification MNIST-Handwritten-Digits-Classification Public

    A beginners guide to multi-class classification of the MNIST handwritten digits dataset using Neural Networks.

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  5. Titanic-Machine-Learning-from-Disaster Titanic-Machine-Learning-from-Disaster Public

    This notebook is a beginners attempt to work with the Titanic: ML from disaster dataset available from Kaggle.

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  6. Iris-dataset-Visualization-and-Clustering-using-KMeans Iris-dataset-Visualization-and-Clustering-using-KMeans Public

    This notebook explores the Iris- dataset using different Visualization Techniques and Unsupervised Learning (Clustering).

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