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1. Crypto-Analysis Crypto-Analysis Public

   Application of data science methods to a cryptocurrencies dataset.

   Jupyter Notebook

2. Machine-Learning-Loan-Default Machine-Learning-Loan-Default Public

   Loan default prediction using machine learning models (logistic regression, random forest, gradient boosting, neural network, stacked classifier).

   Jupyter Notebook 2 1

3. Option-Pricing Option-Pricing Public

   Option pricing with various models (Black-Scholes, Heston, Merton jump diffusion, etc) and methods (Monte Carlo, finite difference, Fourier).

   Jupyter Notebook 72 16

4. Puzzles Puzzles Public

   Collection of problems and solutions (from Jane Street Puzzles, IBM Ponder This, Project Euler, etc)

   Jupyter Notebook 1

5. SVM-Optimization SVM-Optimization Public

   Support Vector Classifier optimization using SMO and PEGASOS.

   Jupyter Notebook 1

6. Unconstrained-Optimization Unconstrained-Optimization Public

   Unconstrained optimization methods.

   Jupyter Notebook 2