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1. Advanced-Reinforcement-Learning-for-Financial-Option-Pricing Advanced-Reinforcement-Learning-for-Financial-Option-Pricing Public

   Implementation of Q-Learning, Double Q-Learning, and LSPI for pricing American options under the Black-Scholes model

   5

2. From-Scratch-Logistic-Regression-and-Decision-Trees-for-Churn-Prediction From-Scratch-Logistic-Regression-and-Decision-Trees-for-Churn-Prediction Public

   Churn prediction for banking customers using logistic regression and decision trees, implemented from scratch in R.

   R 1

3. Predicting-Travel-Mode-Choices-with-Logistic-Regression-and-SVM Predicting-Travel-Mode-Choices-with-Logistic-Regression-and-SVM Public

   Machine learning models for travel mode prediction, using logistic regression and SVM on real-world transportation data.

   4 2

4. Uncapacitated-Facility-Location-Problem Uncapacitated-Facility-Location-Problem Public

   Solves the Uncapacitated Facility Location Problem using CPLEX, heuristic methods, and Lagrangian relaxation (C language implementation).

   C

5. mnist-cnn-digit-classifier mnist-cnn-digit-classifier Public

   A clean PyTorch implementation of a Convolutional Neural Network (CNN) for handwritten digit recognition using the MNIST dataset, with educational-oriented version.

   Jupyter Notebook

6. CG-LS-ED-HLLP-code CG-LS-ED-HLLP-code Public

   Python