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๐Ÿ Python

Portfolio of my previous projects in Python, libraries used include NumPy, Pandas, Matplotlib, Scikit-learn, PyTorch and Jupyter Notebook.
7 repositories

Different algorithms (e.g. bruteforce, backtracking, Crook's algorithm) for solving Sudoku-puzzles written in Python & C.

Python 1 Updated Jul 22, 2024

Black Scholes and Binomial Models for pricing European Options and Longstaff Schwartz for pricing American Options

Jupyter Notebook 1 Updated Jul 29, 2024

Modelling optimal playing strategies for the board game Risk using Markov Chains and Monte-Carlo simulations

Jupyter Notebook 2 Updated Jul 28, 2024

Module to retrieve and process stock information using yfinance. Used in other projects such as Option Pricing and Brinson-Fachler return attritbution.

Python 1 Updated Jul 28, 2024

Convolutional neural network (CNN) implemented in PyTorch for image classification trained on CIFAR-10 dataset classifying images in 10 categories (airplanes, automobiles, dog, etc.)

Python 1 Updated Aug 4, 2024

Image classification of Iris Flower dataset using 5 different machine learning methods (Decision Tree, Support Vector Machine, Random Forest, Naive Bayes and K-nearest neighbour)

Python 1 Updated Aug 4, 2024
Python 1 Updated Aug 12, 2024