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University of Cologne
- Cologne Germany
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Numerical-Renormalization-Group
Numerical-Renormalization-Group PublicModules in Matlab to implement the Numerical Renormalization Group technique.
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Housing-Prices-Advanced-Regression-Techniques
Housing-Prices-Advanced-Regression-Techniques PublicThis 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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2D-Ising-Model-Monte-Carlo-Simulation
2D-Ising-Model-Monte-Carlo-Simulation PublicThe notebook simulates a 2D Ising Model with nearest neighbor interactions.
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MNIST-Handwritten-Digits-Classification
MNIST-Handwritten-Digits-Classification PublicA beginners guide to multi-class classification of the MNIST handwritten digits dataset using Neural Networks.
Jupyter Notebook
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Titanic-Machine-Learning-from-Disaster
Titanic-Machine-Learning-from-Disaster PublicThis notebook is a beginners attempt to work with the Titanic: ML from disaster dataset available from Kaggle.
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Iris-dataset-Visualization-and-Clustering-using-KMeans
Iris-dataset-Visualization-and-Clustering-using-KMeans PublicThis notebook explores the Iris- dataset using different Visualization Techniques and Unsupervised Learning (Clustering).
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