Pinned

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 62 16

4. Puzzles Puzzles Public

   Probability problem solved numerically.

   Jupyter Notebook

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