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1. PuzzlesPuzzlesPublic

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

   Jupyter Notebook 2

2. Option-PricingOption-PricingPublic

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

   Jupyter Notebook 96 21

3. Crypto-AnalysisCrypto-AnalysisPublic

   Application of data science methods to a cryptocurrencies dataset.

   Jupyter Notebook 2

4. Machine-Learning-Loan-DefaultMachine-Learning-Loan-DefaultPublic

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

   Jupyter Notebook 1 1

5. SVM-OptimizationSVM-OptimizationPublic

   Support Vector Classifier optimization using SMO and PEGASOS.

   Jupyter Notebook 1

6. Unconstrained-OptimizationUnconstrained-OptimizationPublic

   Unconstrained optimization methods.

   Jupyter Notebook 2