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  1. Monte-Carlo Monte-Carlo Public

    Labs from Monte Carlo simulation, dealing with Importance sampling, SISR and MCMC methods.

    MATLAB 1

  2. Language-technology Language-technology Public

    Language models with python

    Jupyter Notebook

  3. Neural-Networks Neural-Networks Public

    Labs I did in the course "Introduction to Artificial Neural Networks". The labs mostly include finding good parameters for machine learning for tasks such as classification and regression.

    Jupyter Notebook

  4. Financial-risk-management Financial-risk-management Public

    Labs from the course Financial risk management. Deals with different aspects of risk management, such as estimation of VaR, ES and credit risk.

    Jupyter Notebook

  5. Machine-Learning Machine-Learning Public

    Assignments from the course "Machine Learning". Topics include regression and SVMs, Deep Neural Networks, CNNs and Reinforcement Learning. Note that a lot of code has been omitted since it's writte…

    MATLAB

  6. Network-Dynamics Network-Dynamics Public

    Assignments from the course "Network Dynamics". Topics include measurement of centralities, min-max flow problems, simulation of epidemics and graph-coloring problems.

    MATLAB